diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..1d8fe66 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,27 @@ +name: Testing + +on: [ push, pull_request ] + +jobs: + build: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: ["3.11"] + + steps: + - uses: actions/checkout@v3 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v3 + with: + python-version: ${{ matrix.python-version }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install -e .[all] + - name: Create env file + run: | + touch .env + - name: Run tests + run: | + pytest . \ No newline at end of file diff --git a/.github/workflows/ci_docs.yml b/.github/workflows/ci_docs.yml new file mode 100644 index 0000000..2952c4b --- /dev/null +++ b/.github/workflows/ci_docs.yml @@ -0,0 +1,20 @@ +name: Test Documentation Build + +on: [ push, pull_request ] + +jobs: + build: + + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: 3.11 + - name: Install dependencies + run: | + pip install ".[develop]" + - name: Build documentation + run: | + jupyter-book build docs/ \ No newline at end of file diff --git a/.github/workflows/continuous-integration-workflow.yaml b/.github/workflows/continuous-integration-workflow.yaml deleted file mode 100644 index a03face..0000000 --- a/.github/workflows/continuous-integration-workflow.yaml +++ /dev/null @@ -1,44 +0,0 @@ -name: Automated Tests - -on: [push, pull_request] - -jobs: - - code-qa-validation: - runs-on: ${{ matrix.os }} - strategy: - matrix: - python-version: [3.9] - os: [ubuntu-latest] #, macos-latest, windows-latest] - fail-fast: False - - steps: - - uses: actions/checkout@v1 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v1 - with: - python-version: ${{ matrix.python-version }} - - name: Install project - run: | - python -m pip install --upgrade pip - pip install -r requirements.txt - pip install -e . - - name: Run tests - run: | - # pytest tests/ - # -rA displays the captured output for all tests after they're run - # See the docs: https://doc.pytest.org/en/latest/reference/reference.html#command-line-flags - pytest -rA tests/ - # - name: Generate coverage report - # # Run these tests on unit tests only so that we avoid inflating our code - # # coverage through the regression tests - # if: matrix.os == 'ubuntu-latest' - # run: | - # pip install pytest - # pip install pytest-cov - # pytest --cov=./ --cov-report=xml tests/ --ignore tests/reg_tests --ignore tests/timing.py --ignore tests/profiling.py - # - name: Upload coverage to Codecov - # uses: codecov/codecov-action@v1 - # with: - # token: ${{ secrets.CODECOV_TOKEN }} - # fail_ci_if_error: true diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 033f16e..0dd561d 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,21 +1,24 @@ +default_language_version: + python: python3 + repos: -- repo: https://github.com/timothycrosley/isort - rev: 5.10.1 +- repo: https://github.com/pycqa/isort + rev: 5.12.0 hooks: - id: isort name: isort - stages: [commit] + stages: [pre-commit] - repo: https://github.com/psf/black rev: 22.3.0 hooks: - id: black name: black - stages: [commit] + stages: [pre-commit] language_version: python3 - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.3.0 + rev: v4.5.0 hooks: - id: trailing-whitespace - id: end-of-file-fixer diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000..f41cd58 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,14 @@ +cff-version: 0.0.0 +message: "If you use this software, please cite it as below." +authors: +- family-names: "Mona" + given-names: "Lisa" + orcid: "https://orcid.org/0000-0000-0000-0000" +- family-names: "Bot" + given-names: "Hew" + orcid: "https://orcid.org/0000-0000-0000-0000" +title: "My Research Software" +version: 2.0.4 +doi: 10.5281/zenodo.1234 +date-released: 2017-12-18 +url: "https://github.com/github-linguist/linguist" diff --git a/README.rst b/README.rst deleted file mode 100644 index e9e2d18..0000000 --- a/README.rst +++ /dev/null @@ -1,50 +0,0 @@ -============ -Electrolyzer -============ - - -.. image:: https://img.shields.io/pypi/v/electrolyzer.svg - :target: https://pypi.python.org/pypi/electrolyzer - -.. image:: https://readthedocs.org/projects/electrolyzer/badge/?version=latest - :target: https://electrolyzer.readthedocs.io/en/latest/?version=latest - :alt: Documentation Status - -.. image:: https://github.com/NREL/electrolyzer/actions/workflows/continuous-integration-workflow.yaml/badge.svg - :target: https://github.com/NREL/electrolyzer/actions/workflows/continuous-integration-workflow.yaml - :alt: CI Status - -.. image:: https://github.com/NREL/electrolyzer/actions/workflows/black.yml/badge.svg - :target: https://github.com/NREL/electrolyzer/actions/workflows/black.yml - :alt: Lint - - - - -Electrolyzer contains performance and cost modeling of H2 production. - - -* Free software: Apache Software License 2.0 -* Documentation: https://electrolyzer.readthedocs.io. - -Installation ------------- - -``pip install git+https://github.com/NREL/electrolyzer.git`` - -For developers: - -See installation instructions in ``CONTRIBUTING.rst`` - -Features --------- - -* TODO - -Credits -------- - -This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template. - -.. _Cookiecutter: https://github.com/audreyr/cookiecutter -.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md new file mode 100644 index 0000000..c0e4f6a --- /dev/null +++ b/docs/CONTRIBUTING.md @@ -0,0 +1,56 @@ +# Contributing + +We welcome contributions in the form of bug reports, bug fixes, improvements to the documentation, +ideas for enhancements (or the enhancements themselves!). + +You can find a [list of current issues](https://github.com/NREL/electrolyzer/issues) in the project's +GitHub repo. Feel free to tackle any existing bugs or enhancement ideas by submitting a +[pull request](https://github.com/NREL/electrolyzer/pulls). + +## Bug Reports + +* Please include a short (but detailed) Python snippet or explanation for reproducing the problem. + Attach or include a link to any input files that will be needed to reproduce the error. +* Explain the behavior you expected, and how what you got differed. + +## Pull Requests + +* Please reference relevant GitHub issues in your commit message using `GH123` or `#123`. +* Changes should be [PEP8](http://www.python.org/dev/peps/pep-0008/) compatible. +* Keep style fixes to a separate commit to make your pull request more readable. +* Docstrings are required and should follow the + [Google style](https://www.sphinx-doc.org/en/master/usage/extensions/example_google.html). +* When you start working on a pull request, start by creating a new branch pointing at the latest + commit on [main](https://github.com/NREL/electrolyzer). +* The electrolyzer copyright policy is detailed in the [`LICENSE`](https://github.com/NREL/electrolyzer/blob/main/LICENSE). + +## Documentation + +When contributing new features, or fixing existing capabilities, be sure to add and/or update the +docstrings as needed to ensure the documentation site stays up to date with the latest changes. + +To build the documentation locally, the following command can be run in your terminal in the docs +directory of the repository: + +```bash +sh build_book.sh +``` + +In addition to generating the documentation, be sure to check the results by opening the following +path in your browser: `file:///electrolyzer/docs/_build/html/index.html`. + +```{note} +If the browser appears to be out of date from what you expected to built, please try the following, roughly in order: +1. Reload the page a few times +2. Clear your browser's cache and open the page again. +3. Delete the `_build` folder and rebuild the docs +``` + +## Tests + +The test suite can be run using `pytest .` + +When you push to your fork, or open a PR, your tests will be run against the +[Continuous Integration (CI)](https://github.com/NREL/electrolyzer/actions) suite. This will start a build +that runs all tests on your branch against multiple Python versions, and will also test +documentation builds. \ No newline at end of file diff --git a/docs/Makefile b/docs/Makefile deleted file mode 100644 index 6fbed16..0000000 --- a/docs/Makefile +++ /dev/null @@ -1,20 +0,0 @@ -# Minimal makefile for Sphinx documentation -# - -# You can set these variables from the command line. -SPHINXOPTS = -SPHINXBUILD = python -msphinx -SPHINXPROJ = electrolyzer -SOURCEDIR = . -BUILDDIR = _build - -# Put it first so that "make" without argument is like "make help". -help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -.PHONY: help Makefile - -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/_config.yml b/docs/_config.yml new file mode 100644 index 0000000..f986830 --- /dev/null +++ b/docs/_config.yml @@ -0,0 +1,67 @@ +# Book settings +# Learn more at https://jupyterbook.org/customize/config.html + +title: Electrolyzer +author: National Renewable Energy Laboratory +# logo: logo.png +copyright: "2025" +only_build_toc_files: false +# exclude_patterns: [_build, Thumbs.db, .DS_Store, "**.ipynb_checkpoints", .github] + +# Force re-execution of notebooks on each build. +# See https://jupyterbook.org/content/execute.html +execute: + execute: + execute_notebooks: auto + timeout: -1 # better for longer running notebooks + merge_streams: true # keeps unsynchronized cell outputs in a single output cell + exclude_patterns: + - _build + - Thumbs.db + - DS_Store + - "**.ipynb_checkpoints" + +# Define the name of the latex output file for PDF builds +latex: + latex_documents: + targetname: book.tex + +# Information about where the book exists on the web +repository: + url: https://github.com/NREL/electrolyzer + path_to_book: docs + branch: main + +# Add GitHub buttons to your book +# See https://jupyterbook.org/customize/config.html#add-a-link-to-your-repository +html: + use_issues_button: true + use_repository_button: true + baseurl: https://nrel.github.io/electrolyzer/ + +sphinx: + extra_extensions: + - "sphinx.ext.autodoc" + - "sphinx.ext.autosummary" + - "sphinx.ext.napoleon" + + config: + language: 'python' + autosummary_generate: true + autodoc_default_options: + members: true + member-order: bysource + undoc-members: true + private-members: true + # special-members: true + # inherited-members + # show-inheritance + # ignore-module-all + # imported-members: true + # exclude-members + # class-doc-from + # no-value + autodoc_typehints: description + napoleon_use_admonition_for_notes: true + napoleon_use_rtype: false + nb_merge_streams: true diff --git a/docs/_toc.yml b/docs/_toc.yml new file mode 100644 index 0000000..9cce097 --- /dev/null +++ b/docs/_toc.yml @@ -0,0 +1,10 @@ +# Table of contents +# Learn more at https://jupyterbook.org/customize/toc.html + +format: jb-book +root: intro +parts: +- caption: Getting Started + chapters: + - file: installing + - file: CONTRIBUTING \ No newline at end of file diff --git a/docs/alkaline_ref.md b/docs/alkaline_ref.md new file mode 100644 index 0000000..e7904f1 --- /dev/null +++ b/docs/alkaline_ref.md @@ -0,0 +1,73 @@ +1. [Oystein Ulleberg, 2003](https://www.sciencedirect.com/science/article/pii/S0360319902000332?via%3Dihub) + "Modeling of advanced alkaline electrolyzers: a system simulation approach" + + +2. [Gambou, Guilbert,et al 2022](https://www.mdpi.com/1996-1073/15/9/3452) + "A Comprehensive Survey of Alkaline Electrolyzer Modeling: Electrical + Domain and Specific Electrolyte Conductivity" + + +3. [Haug ,Kreitz, 2017](https://www.sciencedirect.com/science/article/pii/S0360319917318633) + "Process modelling of an alkaline water electrolyzer" + + +4. [Henou, Agbossou, 2014](https://www.sciencedirect.com/science/article/pii/S0378775313017527) + - "Simulation tool based on a physics model and an electrical + analogy for an alkaline electrolyser" + - Notes: + - cited by [Gambou, Guilbert,et al 2022] + - HAS ALL THE VALUES FOR VARIABLES USED IN [Gambou, Guilbert,et al 2022] + +5. [Hammoudi,Henao, 2012](https://www.sciencedirect.com/science/article/pii/S036031991201590X) + - "New multi-physics approach for modelling andn design of + alkaline electrolyzers" + - Notes: + - Referenced by [Henou, Agbossou, 2014] for theta calculation + (electrode coverage) + - Eqn 44 for bubble stuff + - j_lim=300 kA/m^2 + - includes other efficiency losses + - cites: https://www.sciencedirect.com/science/article/pii/S0360128509000598 + +6. [Brauns,2021](https://iopscience.iop.org/article/10.1149/1945-7111/abda57/pdf) + - bibtex label: + - "Evaluation of Diaphragms and Membranes as Separators for Alkaline Water Electrolysis" by Jorn Brauns et all 2021. J. Electrochem Soc 168 014510 + - Notes: + - good numbers + - electrolyte flow rate of 350 mL/min + - total electrolyte volume of 10L + - has supplementary material (need to checkout) + - in "material stability" it mentions stuff about DEGRADATION + +7. [NEL Report](https://www.energy.gov/sites/default/files/2022-02/2-Intro-Liquid%20Alkaline%20Workshop.pdf) + - bibtex label: + + +8. [Brauns, Turek 2020](https://www.mdpi.com/2227-9717/8/2/248) + - bibtex label: + - "Alkaline Water Electrolysis Powered by Renewable Energy: A Review" + + +9. [Eigeldinger, Vogt 2000](https://www.sciencedirect.com/science/article/pii/S0013468600005132) + - bibtex label: Eigeldinger_2000 + - "The bubble coverage of gas evolving electrodes in a flowing electrolyte" + - Notes: + - Ref 15 of Henou 2014 for current density and theta stuff + - has current density equation with theta included + +10. [Haug, Koj, Turek 2017](https://www.sciencedirect.com/science/article/pii/S0360319916336588) +"Influence of process conditions on gas purity in alkaline water electrolysis" +by Phillip Haug, Motthias Koj, Thomas Turek [2017] + + +11. [Niroula, Chaudhary, Subedi, Thapa 2003](https://iopscience.iop.org/article/10.1088/1757-899X/1279/1/012005/pdf) + + "Parametric Modelling and Optimization of Alkaline Electrolyzer for the Production + of Green Hydrogen" by S. Niroula, C Chaudhary, A Subedi, and B S Thapa + [2003] doi:10.1088/1757-899X/1279/1/012005 + + +12. [Vogt,Balzer 2005](https://www.sciencedirect.com/science/article/pii/S001346860400948X?via%3Dihub) +"The bubble coverage of gas-evolving electrodes in stagnant electrolytes" +by H. Vogt and R.J. Balzer +Volume 50, Issue 10, 15 March 2005, Pages 2073-2079 diff --git a/docs/authors.rst b/docs/authors.rst deleted file mode 100644 index e122f91..0000000 --- a/docs/authors.rst +++ /dev/null @@ -1 +0,0 @@ -.. include:: ../AUTHORS.rst diff --git a/docs/build_book.sh b/docs/build_book.sh new file mode 100644 index 0000000..d5d0a7c --- /dev/null +++ b/docs/build_book.sh @@ -0,0 +1,2 @@ +rm -rf _build +jupyter-book build -W --keep-going . diff --git a/docs/conf.py b/docs/conf.py deleted file mode 100755 index 274b12a..0000000 --- a/docs/conf.py +++ /dev/null @@ -1,162 +0,0 @@ -#!/usr/bin/env python -# -# electrolyzer documentation build configuration file, created by -# sphinx-quickstart on Fri Jun 9 13:47:02 2017. -# -# This file is execfile()d with the current directory set to its -# containing dir. -# -# Note that not all possible configuration values are present in this -# autogenerated file. -# -# All configuration values have a default; values that are commented out -# serve to show the default. - -# If extensions (or modules to document with autodoc) are in another -# directory, add these directories to sys.path here. If the directory is -# relative to the documentation root, use os.path.abspath to make it -# absolute, like shown here. -# -import os -import sys -sys.path.insert(0, os.path.abspath('..')) - -import electrolyzer - -# -- General configuration --------------------------------------------- - -# If your documentation needs a minimal Sphinx version, state it here. -# -# needs_sphinx = '1.0' - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones. -extensions = ['sphinx.ext.autodoc', 'sphinx.ext.viewcode'] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] - -# The suffix(es) of source filenames. -# You can specify multiple suffix as a list of string: -# -# source_suffix = ['.rst', '.md'] -source_suffix = '.rst' - -# The master toctree document. -master_doc = 'index' - -# General information about the project. -project = 'Electrolyzer' -copyright = "2022, Christopher Bay" -author = "Christopher Bay" - -# The version info for the project you're documenting, acts as replacement -# for |version| and |release|, also used in various other places throughout -# the built documents. -# -# The short X.Y version. -version = electrolyzer.__version__ -# The full version, including alpha/beta/rc tags. -release = electrolyzer.__version__ - -# The language for content autogenerated by Sphinx. Refer to documentation -# for a list of supported languages. -# -# This is also used if you do content translation via gettext catalogs. -# Usually you set "language" from the command line for these cases. -language = None - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -# This patterns also effect to html_static_path and html_extra_path -exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] - -# The name of the Pygments (syntax highlighting) style to use. -pygments_style = 'sphinx' - -# If true, `todo` and `todoList` produce output, else they produce nothing. -todo_include_todos = False - - -# -- Options for HTML output ------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -# -html_theme = 'alabaster' - -# Theme options are theme-specific and customize the look and feel of a -# theme further. For a list of options available for each theme, see the -# documentation. -# -# html_theme_options = {} - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -html_static_path = ['_static'] - - -# -- Options for HTMLHelp output --------------------------------------- - -# Output file base name for HTML help builder. -htmlhelp_basename = 'electrolyzerdoc' - - -# -- Options for LaTeX output ------------------------------------------ - -latex_elements = { - # The paper size ('letterpaper' or 'a4paper'). - # - # 'papersize': 'letterpaper', - - # The font size ('10pt', '11pt' or '12pt'). - # - # 'pointsize': '10pt', - - # Additional stuff for the LaTeX preamble. - # - # 'preamble': '', - - # Latex figure (float) alignment - # - # 'figure_align': 'htbp', -} - -# Grouping the document tree into LaTeX files. List of tuples -# (source start file, target name, title, author, documentclass -# [howto, manual, or own class]). -latex_documents = [ - (master_doc, 'electrolyzer.tex', - 'Electrolyzer Documentation', - 'Christopher Bay', 'manual'), -] - - -# -- Options for manual page output ------------------------------------ - -# One entry per manual page. List of tuples -# (source start file, name, description, authors, manual section). -man_pages = [ - (master_doc, 'electrolyzer', - 'Electrolyzer Documentation', - [author], 1) -] - - -# -- Options for Texinfo output ---------------------------------------- - -# Grouping the document tree into Texinfo files. List of tuples -# (source start file, target name, title, author, -# dir menu entry, description, category) -texinfo_documents = [ - (master_doc, 'electrolyzer', - 'Electrolyzer Documentation', - author, - 'electrolyzer', - 'One line description of project.', - 'Miscellaneous'), -] - - - diff --git a/docs/contributing.rst b/docs/contributing.rst deleted file mode 100644 index e582053..0000000 --- a/docs/contributing.rst +++ /dev/null @@ -1 +0,0 @@ -.. include:: ../CONTRIBUTING.rst diff --git a/docs/history.rst b/docs/history.rst deleted file mode 100644 index 2506499..0000000 --- a/docs/history.rst +++ /dev/null @@ -1 +0,0 @@ -.. include:: ../HISTORY.rst diff --git a/docs/index.rst b/docs/index.rst deleted file mode 100644 index 5a6c8cd..0000000 --- a/docs/index.rst +++ /dev/null @@ -1,20 +0,0 @@ -Welcome to Electrolyzer's documentation! -====================================== - -.. toctree:: - :maxdepth: 2 - :caption: Contents: - - readme - installation - usage - modules - contributing - authors - history - -Indices and tables -================== -* :ref:`genindex` -* :ref:`modindex` -* :ref:`search` diff --git a/docs/installation.rst b/docs/installation.rst deleted file mode 100644 index 9d3094a..0000000 --- a/docs/installation.rst +++ /dev/null @@ -1,51 +0,0 @@ -.. highlight:: shell - -============ -Installation -============ - - -Stable release --------------- - -To install Electrolyzer, run this command in your terminal: - -.. code-block:: console - - $ pip install electrolyzer - -This is the preferred method to install Electrolyzer, as it will always install the most recent stable release. - -If you don't have `pip`_ installed, this `Python installation guide`_ can guide -you through the process. - -.. _pip: https://pip.pypa.io -.. _Python installation guide: http://docs.python-guide.org/en/latest/starting/installation/ - - -From sources ------------- - -The sources for Electrolyzer can be downloaded from the `Github repo`_. - -You can either clone the public repository: - -.. code-block:: console - - $ git clone git://github.com/bayc/electrolyzer - -Or download the `tarball`_: - -.. code-block:: console - - $ curl -OJL https://github.com/bayc/electrolyzer/tarball/master - -Once you have a copy of the source, you can install it with: - -.. code-block:: console - - $ python setup.py install - - -.. _Github repo: https://github.com/bayc/electrolyzer -.. _tarball: https://github.com/bayc/electrolyzer/tarball/master diff --git a/docs/installing.md b/docs/installing.md new file mode 100644 index 0000000..f148ea1 --- /dev/null +++ b/docs/installing.md @@ -0,0 +1,72 @@ +# Installing Electrolyzer + +## Installing from Source + +For most use cases, installing from source will be the preferred installation route. + +1. Using Git, navigate to a local target directory and clone repository: + + ```bash + git clone https://github.com/NREL/electrolyzer.git + ``` + +2. Navigate to `electrolyzer` + + ```bash + cd electrolyzer + ``` + +3. Create a new virtual environment and change to it. Using Conda Python 3.11 (choose your favorite + supported version) and naming it 'electrolyzer_env' (choose your desired name): + + ```bash + conda create --name electrolyzer_env python=3.11 -y + conda activate electrolyzer_env + ``` + +4. Install electrolyzer and its dependencies: + + - If you want to just use electrolyzer: + + ```bash + pip install . + ``` + + - If you want to work with the examples: + + ```bash + pip install ".[examples]" + ``` + + - If you also want development dependencies for running tests and building docs: + + ```bash + pip install -e ".[develop]" + ``` + + - In one step, all dependencies can be installed as: + + ```bash + pip install -e ".[all]" + ``` + +## Developer Notes + +Developers should add install using `pip install -e ".[all]"` to ensure documentation testing, and +linting can be done without any additional installation steps. + +Please be sure to also install the pre-commit hooks if contributing code back to the main +repository via the following. This enables a series of automated formatting and code linting +(style and correctness checking) to ensure the code is stylistically consistent. + +```bash +pre-commit install +``` + +If a check (or multiple) fails (commit is blocked), and reformatting was done, then restage +(`git add`) your files and commit them again to see if all issues were resolved without user +intervention. If changes are required follow the suggested fix, or resolve the stated +issue(s). Restaging and committing may take multiple attempts steps if errors are unaddressed +or insufficiently addressed. Please see [pre-commit](https://pre-commit.com/), +[ruff](https://docs.astral.sh/ruff/), or [isort](https://pycqa.github.io/isort/) for more +information. diff --git a/docs/intro.md b/docs/intro.md new file mode 100644 index 0000000..38ac968 --- /dev/null +++ b/docs/intro.md @@ -0,0 +1,7 @@ +# Welcome to the Electrolyzer Documentation + +This repo contains electrolyzer models for use in techno-economic analysis of hydrogen production systems. +The models are designed to be used in conjunction with the [HOPP](https://github.com/NREL/HOPP) and [H2Integrate (formerly GreenHEART)](https://github.com/NREL/greenheart) models developed by the National Renewable Energy Laboratory (NREL). + +```{tableofcontents} +``` diff --git a/docs/make.bat b/docs/make.bat deleted file mode 100644 index acd1f28..0000000 --- a/docs/make.bat +++ /dev/null @@ -1,36 +0,0 @@ -@ECHO OFF - -pushd %~dp0 - -REM Command file for Sphinx documentation - -if "%SPHINXBUILD%" == "" ( - set SPHINXBUILD=python -msphinx -) -set SOURCEDIR=. -set BUILDDIR=_build -set SPHINXPROJ=electrolyzer - -if "%1" == "" goto help - -%SPHINXBUILD% >NUL 2>NUL -if errorlevel 9009 ( - echo. - echo.The Sphinx module was not found. Make sure you have Sphinx installed, - echo.then set the SPHINXBUILD environment variable to point to the full - echo.path of the 'sphinx-build' executable. Alternatively you may add the - echo.Sphinx directory to PATH. - echo. - echo.If you don't have Sphinx installed, grab it from - echo.http://sphinx-doc.org/ - exit /b 1 -) - -%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% -goto end - -:help -%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% - -:end -popd diff --git a/docs/readme.rst b/docs/readme.rst deleted file mode 100644 index 72a3355..0000000 --- a/docs/readme.rst +++ /dev/null @@ -1 +0,0 @@ -.. include:: ../README.rst diff --git a/docs/usage.rst b/docs/usage.rst deleted file mode 100644 index c709f33..0000000 --- a/docs/usage.rst +++ /dev/null @@ -1,7 +0,0 @@ -===== -Usage -===== - -To use Electrolyzer in a project:: - - import electrolyzer diff --git a/electrolyzer/__init__.py b/electrolyzer/__init__.py index c1ea970..4141399 100644 --- a/electrolyzer/__init__.py +++ b/electrolyzer/__init__.py @@ -5,10 +5,3 @@ __version__ = "0.1.0" # noqa - -from .cell import Cell, electrolyzer_model -from .lcoh import LCOH -from .stack import Stack -from .supervisor import Supervisor -from .glue_code.run_lcoh import run_lcoh -from .glue_code.run_electrolyzer import run_electrolyzer diff --git a/electrolyzer/inputs/modeling_schema.yaml b/electrolyzer/inputs/modeling_schema.yaml deleted file mode 100644 index 2ee70db..0000000 --- a/electrolyzer/inputs/modeling_schema.yaml +++ /dev/null @@ -1,214 +0,0 @@ -$schema: "http://json-schema.org/draft-07/schema#" -$id: electrolyzer_model_options_schema_v00 -title: electrolyzer modeling options schema -description: Schema that describes the modeling options for `electrolyzer` -type: object -properties: - general: - type: object - default: {} - properties: - verbose: - type: boolean - default: False - description: Prints additional outputs to screen (and to a file log in the future) - - # Consider future option to split this out similar to windIO schema - electrolyzer: - type: object - default: {} - properties: - name: - type: string - default: electrolyzer_001 - description: An optional name for the electrolyzer model - description: - type: string - default: A PEM electrolyzer model - description: An optional description for the electrolyzer model - dt: - type: number - default: 1.0 - description: simulation time step - initialize: - type: boolean - default: False - description: Determines whether the electrolyzer starts from an initial power (True), or from zero (False) - initial_power_kW: - type: number - default: 0.0 - description: starting power for an initialized electrolyzer plant - - stack: - type: object - default: {} - description: Set properties for an electrolyzer stack - properties: - cell_area: - type: number - description: Area of individual Cells in the Stack (cm^2) - unit: cm^2 - max_current: - type: number - description: Maximum current of Stack - unit: A - temperature: - type: number - description: Stack operating temperature - unit: degC - n_cells: - type: integer - description: Number of Cells per Stack - min_power: - type: number - description: Minimum power for Stack operation - unit: kW - stack_rating_kW: - type: number - description: Stack rated power - unit: kW - include_degradation_penalty: - type: boolean - default: True - description: Toggle whether degradation is applied to the Stack operation - - control: - type: object - default: {} - description: Set control properties for electrolyzers - properties: - system_rating_MW: - type: number - description: System rating - unit: MW - n_stacks: - type: integer - default: 1 - description: Number of electrolyzer Stacks to run in simulation - control_type: - type: string - enum: [PowerSharingRotation, SequentialRotation, EvenSplitEagerDeg, EvenSplitHesitantDeg, SequentialEvenWearDeg, SequentialSingleWearDeg, BaselineDeg, DecisionControl] - default: BaselineDeg - description: - - policy: - type: object - default: {} - description: Set of control policies for Decision_ctrl only - properties: - eager_on: - type: boolean - default: False - description: Whether the supervisor is eager or hesitant to switch stacks on - eager_off: - type: boolean - default: False - description: Whether the supervisor is eager or hesitant to switch stacks off - sequential: - type: boolean - default: False - description: Sequential or degradation-based stack switching order - even_dist: - type: boolean - default: False - description: Whether the input power is divided evenly amongst the stacks or variably - baseline: - type: boolean - default: True - description: Baseline decision controller is to treat all stacks as a single large capacity electrolzyer - - costs: - type: object - default: {} - description: Set cost modeling properties for electrolyzers - properties: - plant_params: - type: object - description: Parameters related to the plant. - properties: - plant_life: - type: integer - description: Plant life in years. - minimum: 1 - pem_location: - type: string - description: Location of the PEM electrolyzer (onshore, offshore, or in-turbine). - enum: [onshore, offshore, in-turbine] - default: onshore - grid_connected: - type: boolean - description: Whether the plant is connected to the grid or not. - feedstock: - type: object - description: Parameters related to the feedstock. - properties: - water_feedstock_cost: - type: number - description: Cost of water feedstock per kg of water. - minimum: 0 - water_per_kgH2: - type: number - description: Amount of water required per kg of hydrogen produced (placeholder). - minimum: 0 - opex: - type: object - description: Operational expenditure parameters. - properties: - var_OM: - type: number - description: Variable operation and maintenance cost per kW. - minimum: 0 - fixed_OM: - type: number - description: Fixed operation and maintenance cost per kW-year. - minimum: 0 - stack_replacement: - type: object - description: Parameters related to stack replacement. - properties: - d_eol: - type: number - description: End of life cell voltage value. - minimum: 0 - stack_replacement_percent: - type: number - description: Stack replacement cost as a percentage of CapEx. - minimum: 0 - maximum: 1 - capex: - type: object - description: Capital expenditure parameters. - properties: - capex_learning_rate: - type: number - description: Capital expenditure learning rate. - minimum: 0 - ref_cost_bop: - type: number - description: Reference cost for balance of plant per kW. - minimum: 0 - ref_size_bop: - type: number - description: Reference size for balance of plant in kW. - minimum: 0 - ref_cost_pem: - type: number - description: Reference cost for PEM per kW. - minimum: 0 - ref_size_pem: - type: number - description: Reference size for PEM in kW. - minimum: 0 - finances: - type: object - description: Financial parameters. - properties: - discount_rate: - type: number - description: Discount rate for financial calculations. - minimum: 0 - install_factor: - type: number - description: Installation factor as a percentage. - minimum: 0 - maximum: 1 diff --git a/electrolyzer/glue_code/__init__.py b/electrolyzer/simulation/__init__.py similarity index 100% rename from electrolyzer/glue_code/__init__.py rename to electrolyzer/simulation/__init__.py diff --git a/electrolyzer/simulation/base.py b/electrolyzer/simulation/base.py new file mode 100644 index 0000000..e40daa8 --- /dev/null +++ b/electrolyzer/simulation/base.py @@ -0,0 +1,34 @@ +from typing import Any, Dict + +import attrs + +from electrolyzer.tools.type_dec import FromDictMixin + + +class BaseClass(FromDictMixin): + """ + BaseClass object class. This class does the logging and MixIn class inheritance. + """ + + @classmethod + def get_model_defaults(cls) -> Dict[str, Any]: + """Produces a dictionary of the keyword arguments and their defaults. + + Returns + ------- + Dict[str, Any] + Dictionary of keyword argument: default. + """ + return {el.name: el.default for el in attrs.fields(cls)} + + def _get_model_dict(self) -> dict: + """Convenience method that wraps the `attrs.asdict` method. Returns the object's + parameters as a dictionary. + + Returns + ------- + dict + The provided or default, if no input provided, + model settings as a dictionary. + """ + return attrs.asdict(self) diff --git a/electrolyzer/glue_code/run_electrolyzer.py b/electrolyzer/simulation/bert.py similarity index 73% rename from electrolyzer/glue_code/run_electrolyzer.py rename to electrolyzer/simulation/bert.py index 171f726..59264f7 100644 --- a/electrolyzer/glue_code/run_electrolyzer.py +++ b/electrolyzer/simulation/bert.py @@ -6,10 +6,9 @@ import numpy as np import pandas as pd -import electrolyzer.inputs.validation as val -from electrolyzer import Supervisor - -from .optimization import calc_rated_system +import electrolyzer.tools.validation as val +from electrolyzer.simulation.supervisor import Supervisor +from electrolyzer.tools.design.optimization import calc_rated_system def _run_electrolyzer_full(modeling_options, power_signal): @@ -106,6 +105,55 @@ def _run_electrolyzer_opt(modeling_options, power_signal): return tot_kg, max_curr_density +def run_LCA(elec_sys, plant_life_years: int): + sys_refurb = pd.DataFrame() + sys_aep = pd.DataFrame() + sys_ah2 = pd.DataFrame() + years = list(np.arange(0, plant_life_years, 1)) + for i, stack in enumerate(elec_sys.stacks): + id = i + 1 + refturb_schedule, ahp_kg, aep_kWh = stack.estimate_life_performance_from_year( + plant_life_years + ) + sys_aep = pd.concat( + [ + sys_aep, + pd.DataFrame( + dict(zip(["Stack {}".format(id)], [aep_kWh])), index=years + ), + ] + ) + sys_ah2 = pd.concat( + [ + sys_ah2, + pd.DataFrame(dict(zip(["Stack {}".format(id)], [ahp_kg])), index=years), + ] + ) + sys_refurb = pd.concat( + [ + sys_refurb, + pd.DataFrame( + dict(zip(["Stack {}".format(id)], [refturb_schedule])), index=years + ), + ] + ) + # df_index = [ + # [f"stack {id}"]*plant_life_years, + # list(np.arange(0,plant_life_years,1)) + # ] + # temp_df = pd.DataFrame(dict(zip( + # ["AEP [kWh/year]","Refurb Schedule","AHP [kg/year]"], + # [aep_kWh,ahp_kg,refturb_schedule])), + # index=df_index + # ) + # stack_LCA = pd.concat([stack_LCA,temp_df]) + return { + "Refurb Schedule": sys_refurb, + "AEP [kWh/year]": sys_aep, + "AHP [kg/year]": sys_ah2, + } + + def run_electrolyzer(input_modeling, power_signal, optimize=False): """ Runs an electrolyzer simulation based on a YAML configuration file and power diff --git a/electrolyzer/inputs/__init__.py b/electrolyzer/simulation/cell_models/__init__.py similarity index 100% rename from electrolyzer/inputs/__init__.py rename to electrolyzer/simulation/cell_models/__init__.py diff --git a/electrolyzer/simulation/cell_models/alkaline.py b/electrolyzer/simulation/cell_models/alkaline.py new file mode 100644 index 0000000..1825446 --- /dev/null +++ b/electrolyzer/simulation/cell_models/alkaline.py @@ -0,0 +1,568 @@ +""" +This module defines an Alkaline Hydrogen Electrolyzer Cell +""" + +import warnings + +import numpy as np + +# TODO +# * refine calcCellVoltage(); compare with alkaline models +# * refine convertACtoDC(); compare with empirical ESIF model +# * refine calcFaradaicEfficiency(); compare with other model +# * add a separate script to show results +from attrs import field, define +from scipy.constants import R, physical_constants, convert_temperature + +from electrolyzer.tools.type_dec import FromDictMixin +from electrolyzer.tools.validators import range_val + + +warnings.filterwarnings("ignore") + + +def ael_electrolyzer_model(X, a, b, c, d, e, f): + """ + Given a power input (kW), temperature (C), and set of coefficients, returns + current (A). Coefficients can be determined using non-linear least squares + fit (see `Stack.create_polarization`). + """ + P, T = X + I = a * (P**2) + b * T**2 + c * P * T + d * P + e * T + f + + return I + + +# Constants # +############# +F, _, _ = physical_constants["Faraday constant"] # Faraday's constant [C/mol] + + +@define +class AlkalineCell(FromDictMixin): + # Cell parameters # + #################### + model: str + + electrode: dict + electrolyte: dict + membrane: dict + + pressure_operating: float + turndown_ratio: float + max_current_density: float + + f_1: float # faradaic coefficient in mA^2/cm^4 + f_2: float = field(validator=range_val(0, 1)) # faradaic coefficient [unitless] + + cell_area: float = field(init=False) # cell area in cm^2 + + # Electrode parameters # + #################### + e_a: float = field(init=False) # [cm] anode thickness + e_c: float = field(init=False) # [cm] cathode thickness + d_am: float = field(init=False) # [cm] Anode-membrane gap + d_cm: float = field(init=False) # [cm] Cathode-membrane gap + d_ac: float = field(init=False) # [cm] Anode-Cathode gap + + # Electrolyte parameters # + #################### + w_koh: float = field(init=False) + electrolyte_concentration_percent: float = field(init=False) + M_KOH: float = field(init=False) + M_H2O: float = field(init=False) + m: float = field(init=False) + M: float = field(init=False) + + # Membrane parameters # + #################### + e_m: float = field(init=False) # [cm] membrane thickness + + # THIS ONE IS PRIMARLY BASED ON + # VALUES FROM [Henou, Agbossou, 2014] + # AND EQUATIONS FROM [Gambou, Guilbert,et al 2022] + + # num hydrogen molecules transferred per reaction + z: int = 2 + + M_H: float = 1.00784 # molecular weight of Hydrogen [g/mol] + M_0: float = 15.999 # molecular weight of Oxygen [g/mol] + M_K: float = 39.0983 # molecular weight of Potassium [g/mol] + lhv: float = 33.33 # lower heating value of H2 [kWh/kg] + hhv: float = 39.41 # higher heating value of H2 [kWh/kg] + gibbs: float = 237.24e3 # Gibbs Energy of global reaction (J/mol) + + def __attrs_post_init__(self) -> None: + # Cell parameters # + ################### + self.cell_area = self.electrode["A_electrode"] + + # Electrode parameters # + ######################## + self.e_a = self.electrode["e_e"] # anode thickness + self.e_c = self.electrode["e_e"] # cathode thickness + + self.d_am = self.electrode["d_em"] # anode-membrane distance + self.d_cm = self.electrode["d_em"] # cathode-membrane distance + self.d_ac = self.electrode["d_ac"] # distance between electrodes + + # Electrolyte parameters # + ########################## + self.w_koh = self.electrolyte["w_koh"] + + # Membrane parameters # + ####################### + self.e_m = self.membrane["e_m"] + + # calcluate molarity and molality of KOH solution + self.electrolyte_concentration_percent = self.w_koh / 100 + self.create_electrolyte() + + def calculate_bubble_rate_coverage(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + returns: + -theta: bubble rate coverage + -epsilon: bulk bubble rate? + Reference: + [Hammoudi,Henao, 2012] Eqn 44 + [Vogt,Balzer 2005]: value for J_lim + [Niroula, Chaudhary, Subedi, Thapa 2003]: Eqn 17 + [Gambou, Guilbert,et al 2022] Eqn 19 for Pv_H2O + """ + + # VERIFIED for j=0.01 A/cm^2 and T_C=50 degC (Figure 4 from H. Vogt) + # NOTE: H. Vogt paper uses 3M KOH solution, but we're using closer to 6 + + T_k = convert_temperature([T_C], "C", "K")[0] + J_lim = 30 # [A/cm^2] [Vogt,Balzer 2005] + T_amb = T_k = convert_temperature([25], "C", "K")[0] + j = I / self.cell_area # [A/cm^2] "nominal current density" + + # Eqn 19 of [Gambou, Guilbert,et al 2022] + Pv_H20 = np.exp( + 81.6179 - (7699.68 / T_k) - (10.9 * np.log(T_k)) + (T_k * (9.5891 * 1e-3)) + ) + + # theta is bubble rate coverage + # Eqn 17 of [Niroula, Chaudhary, Subedi, Thapa 2003] + theta = ( + (self.pressure_operating / (self.pressure_operating - Pv_H20)) + * (-97.25 + 182 * (T_k / T_amb) - 84 * ((T_k / T_amb) ** 2)) + * (j / J_lim) ** (0.3) + ) + # theta = (-97.25 + 182*(T_k/T_amb)-84*((T_k/T_amb)**2))*(j/J_lim)**(0.3) + # ^^Eqn 44 of [Hammoudi,Henao, 2012] + # epsilon is the covering rate bubbling? + # (below) [Hammoudi,Henao, 2012] page 13906 in text at end of section 3.1 + epsilon = (2 / 3) * theta # bulk bubbling + return [theta, epsilon] + + def calc_current_density(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + returns: + -current_dens [A/cm^2] which is equivalent to "J" + Reference: + [Henou, Agbossou, 2014]: Eqn 6 + """ + # actual current density reflecting impact of bubble rate coverage + theta_epsilon = self.calculate_bubble_rate_coverage(T_C, I) + theta = theta_epsilon[0] + # A_electrode_eff = self.A_electrode * (1 - theta) # [cm^2] + A_electrode_eff = self.cell_area * (1 - theta) # [cm^2] + current_dens = I / A_electrode_eff # [A/cm^2] + return current_dens + + def create_electrolyte(self): + """ + depends on the user-input self.electrolyte_concentration_percent + + sets: + -self.m [mol/kg]: molality of KOH solution + -self.M [mol/L] molarity of KOH solution [mol/L] + Reference: [none] + """ + + # https://www.sciencedirect.com/science/article/pii/S0360319916336588 + # ^states that 30 wt% KOH has a molar concentration of 6.9 mol/L + # solute is KOH + solution_weight_g = 1000 + self.M_KOH = self.M_0 + self.M_H + self.M_K # [g/mol] + grams_of_solute = solution_weight_g * (self.electrolyte_concentration_percent) + # kg_of_solute=(1/1000)*grams_of_solute + moles_of_solute = grams_of_solute / self.M_KOH # [mols of solute / solution] + + # solvent is water + self.M_H2O = 2 * self.M_H + self.M_0 # [g/mol] + grams_of_solvent = solution_weight_g * ( + 1 - self.electrolyte_concentration_percent + ) + # moles_of_solvent = grams_of_solvent/self.M_H20 #[mol of solvent / solution] + kg_of_solvent = (1 / 1000) * grams_of_solvent + + density_of_water = 1 # [g/mL] #TODO: could be temperature dependent + density_of_KOH = 2.12 # [g/mL] #TODO: could be temperature dependent + volume_of_water = grams_of_solvent / density_of_water # mL + volume_of_KOH = grams_of_solute / density_of_KOH # mL + volume_of_solution = (volume_of_water + volume_of_KOH) / 1000 # L + + # molality = mol of solute / kg of solvent + molality = moles_of_solute / kg_of_solvent # mol/kg + # molarity is mol/kg = mol of solute / L of solution + molarity = moles_of_solute / volume_of_solution # mol/L + # % solution = amount of solute / amount of solution + + self.m = molality # NOTE: THIS HAS BEEN VALIDATED + self.M = molarity # NOTE: THIS HAS BEEN VALIDATED + + def gas_purity_and_flow(self): + # [Haug, Koj, Turek 2017] + + # TODO: add capability to model + # cell_vol = 0.7 # L + # avg_flow_rate = 0.33 * (1 / 60) # L/min -> L/sec (40% pump rate) + # cathode_flow_rate = 0.375 * (1 / 60) # [L/sec] Table 5 + # anode_flow_rate = 0.285 * (1 / 60) # [L/sec] Table 5 + + # lower_explosion_limit = 3.8 # mol% H2/O2 + # upper_explosion_limit = 95.4 # mol% H2? + # safety_lim_H2_in_O2 = lower_explosion_limit / 2 # 2% h2 in O2 + # shutdown limit is 2% H2 in O2 + + pass + + def calc_cell_voltage(self, I, T_C): + """ + I [A]: current + T_C [C]: temperature + return :: V_cell [V/cell]: total cell voltage + + Reference: [Gambou, Guilbert,et al 2022]: Eqn 4 + """ + V_rev = self.calc_Urev(T_C, self.pressure_operating) + V_act_a, V_act_c = self.calc_activation_overpotential(T_C, I) + V_ohm = self.calc_ohmic_overpotential(T_C, I) + V_cell = V_rev + V_ohm + V_act_a + V_act_c # Eqn 4 + return V_cell + + def calc_Urev(self, T_C, P): + """ + P [bar]: operating pressure + T_C [C]: temperature + returns:: Urev [V/cell]: + + Reference: + [Gambou, Guilbert,et al 2022]: Eqn 14,17-20 + """ + + # P = 1 #gas pressure [bar], TODO: double check! + T_K = convert_temperature([T_C], "C", "K")[0] + + # Eqn 17 + a = ( + (-0.0151 * self.m) + - (1.6788 * (1e-3) * (self.m**2)) + + (2.2588 * (1e-5) * (self.m**3)) + ) + + # Eqn 18 #[bar] + b = ( + 1 + - ((1.26062 * (1e-3)) * self.m) + + ((5.6024 * 1e-4) * (self.m**2)) + - ((self.m**3) * (7.8228 * 1e-6)) + ) + # Pv_H20 is vapor pressure of pure water [bar] + # Eqn 19 + Pv_H20 = np.exp( + 81.6179 - (7699.68 / T_K) - (10.9 * np.log(T_K)) + (T_K * (9.5891 * 1e-3)) + ) + + # alpha_h20: water activity of electrolyte solution based on molality [mol/kg] + # valid for molality ranging from 2-18 mol/kg + # Eqn 20 + alpha_h20 = np.exp( + (-0.05192 * self.m) + + (0.003302 * (self.m**2)) + + (((3.177 * self.m) - (2.131 * self.m**2)) / T_K) + ) + + # Pv_KOH: [bar] vapor pressure of KOH solution + # Eqn 16 + Pv_KOH = np.exp((2.302 * a) + (b * np.log(Pv_H20))) + + Urev0 = self.calc_reversible_voltage() + # Urev0 = self.calc_open_circuit_voltage(T_C) + + # Eqn 14 + U_rev = Urev0 + ((R * T_K) / (self.z * F)) * np.log( + ((P - Pv_KOH) ** 1.5) / alpha_h20 + ) + + return U_rev + + def calc_activation_overpotential(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + returns:: + V_act_a [V/cell]: resistance of nickle anode + V_act_a [V/cell]: resistance of nickle cathode + Reference: [Niroula, Chaudhary, Subedi, Thapa 2003] Eqn 11-16 + """ + + # validated against Figure 5 of Reference + j_eff = self.calc_current_density(T_C, I) + ja = j_eff # [A/cm^2] + jc = j_eff # [A/cm^2] + T_anode = convert_temperature([T_C], "C", "K")[0] + T_cathode = convert_temperature([T_C], "C", "K")[0] + # Eqn 14 anode charge transfer coeff + alpha_a = 0.0675 + 0.00095 * T_anode + # Eqn 15 cathode charge transfer coeff + alpha_c = 0.1175 + 0.00095 * T_cathode + + # Table 1 + delta_Ga = 41500 # [J/mol*K] + delta_Gc = 23450 # [J/mol*K] + jref_0a = 1.34535 * 10 ** (-5) # [A/cm^2] + jref_0c = 1.8456 * 10 ** (-3) # [A/cm^2] + Tref = convert_temperature([25], "C", "K")[0] + gamma_a = 1.25 # anode roughness factor + gamma_c = 1.05 # cathode roughness factor + # Eqn 16 + j0c = ( + gamma_c + * jref_0c + * np.exp((-1 * delta_Gc / R) * ((1 / T_cathode) - (1 / Tref))) + ) + # Eqn 16 + j0a = ( + gamma_a + * jref_0a + * np.exp((-1 * delta_Ga / R) * ((1 / T_anode) - (1 / Tref))) + ) + # Eqn 13 - Tafel slope for anode + ba = (R * T_anode) / (self.z * F * alpha_a) + # Eqn 13 - Tafel slope for cathode + bc = (R * T_anode) / (self.z * F * alpha_c) + # Eqn 11 - anode activation energy + V_act_a = ba * np.maximum(0, np.log(ja / j0a)) + # Eqn 12 - cathode activation energy + V_act_c = bc * np.maximum(0, np.log(jc / j0c)) + + return V_act_a, V_act_c + + def calc_electrode_resistance(self, T_C): + """ + I [A]: current + T_C [C]: temperature + returns:: + Ra [Ohms]: resistance of nickle anode + Rc [Ohms]: resistance of nickle cathode + Reference: [Niroula, Chaudhary, Subedi, Thapa 2003]: Eqn 20-21, Table 1 + """ + # nickle anode and cathode + # Table 1 + tref = 25 + temp_coeff = 0.00586 # 1/degC + # resistivity of 100% dense electrode at tref + rho_nickle_0 = 6.4 * 10 ** (-6) # [Ohm*cm] + # porosity of electrode + epsilon_Ni = 0.3 + # Eqn 21 - effective resistance of electrode + rho_nickle_eff = rho_nickle_0 / ((1 - epsilon_Ni) ** 1.5) + # Eqn 20 - resistivity of anode + Ra = ( + rho_nickle_eff + * (self.e_a / self.cell_area) + * (1 + (temp_coeff * (T_C - tref))) + ) + # Eqn 20 - resistivity of cathode + Rc = ( + rho_nickle_eff + * (self.e_c / self.cell_area) + * (1 + (temp_coeff * (T_C - tref))) + ) + + # [Gambou, Guilbert,et al 2022]: Electrode resistances [Eqn 29-30] + # [Henou, Agbossou, 2014]: Equations 13 + # Also - one of these used La and Lc instead of e_a and e_c + # but those were described as the "height" of the electrode ... + # ^ these gave a negative value for the conductivity of nickle... + + return Ra, Rc # Ohms + + def calc_electrolyte_resistance(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + returns:: + -R_ele_bf [Ohms]: KOH electrolyte resistance (not due to bubbles) + -R_ele_b [Ohms]: KOH electrolyte resistance due to bubbles + Reference: + [Gambou, Guilbert,et al 2022]: Eqn 31-35 + [Brauns,2021]: Eqn 2 + [Henou, Agbossou, 2014] Eqn 19,20 + """ + + T_K = convert_temperature([T_C], "C", "K")[0] + + # M is electrolyte molarity concentration mol/L + # sigma_bf is bubble-free electrolyte conductivity + # ->[Eqn 33] of [Gambou, Guilbert,et al 2022] + # sigma_bf is in units S/m - but units aren't converted + # + sigma_bf = ( + -204.1 * self.M + - 0.28 * self.M**2 + + 0.5332 * self.M * T_K + + 20720 * (self.M / T_K) + + 0.1043 * self.M**3 + - 0.00003 * (self.M**2 * T_K**2) + ) + # sigma_bf verified + # sigma_bf is the same as sigma_KOH -> could probably replace with: + # sigma_bf = self.calculate_KOH_conductivity(T_C) + + # R_ele_bf: Bubble-free electrolyte resistance + # Eqn 32 of [Gambou, Guilbert,et al 2022] and Eqn 19 of [Henou, Agbossou, 2014] + R_ele_bf = (100 / sigma_bf) * ( + (self.d_am / self.cell_area) + (self.d_cm / self.cell_area) + ) + # Eqn 2 of [Brauns,2021] says R_eg=(1/(sigma_koh))*((dcs+das)/A_el) + # where A_el is the metal area, not the entire area (which has holes) + # Eqn 34 of [Gambou, Guilbert,et al 2022] and Eqn 20 of [Henou, Agbossou, 2014] + # Resistance due to bubbles + theta_epsilon = self.calculate_bubble_rate_coverage(T_C, I) + epsilon = theta_epsilon[1] + # R_ele_b: Bubble resistance + R_ele_b = R_ele_bf * ((1 / ((1 - epsilon) ** (3 / 2))) - 1) + # ^Bruggman equation + # Eqn 31 of [Gambou, Guilbert,et al 2022] (below) + # Rele=R_ele_bf + R_ele_b #Ohms? + + return R_ele_bf, R_ele_b # Ohms + + def calc_membrane_resistance(self, T_C): + """ + T_C [C]: temperature + returns:: R_mem [Ohms]: resistance of Zirfon membrane + + Reference: + [Gambou, Guilbert,et al 2022]: Eqn 36 + [Henou, Agbossou, 2014]: Eqn 21 + [NEL]: TODO add reference to slide + """ + + # NOTE: THIS HAS BEEN VERIFIED + # for T_C=80, S_mem=54.48 and outputs Rmem=0.23 ohm*cm^2 + # which is similar to NEL which states that it R_mem=0.25 ohm*cm^2 + # [Gambou, Guilbert,et al 2022] + # S_mem=54.48 # membrane surface area in cm^2 + + # Equation 36 - Ohms + Rmem = (0.06 + 80 * np.exp(T_C / 50)) / ( + 10000 * self.cell_area + ) # Equation 36 - Ohms + # ^ Equation 21 of [Henou, Agbossou, 2014] + # output: Rmem=0.23 ohm*cm^2 + # ^^Electrolyzer membrane resistance made of Zirfon material of 0.5mm thickness + + # NOTE: below is alternative method to calculate it + # -> from: [TODO add eqn] of [Niroula, Chaudhary, Subedi, Thapa 2003] + # sigma_bf = (-204.1*self.M -0.28*self.M**2 + 0.5332*self.M*T_K + + # 20720*(self.M/T_K) + 0.1043*self.M**3 - 0.00003*(self.M**2 * T_K**2)) + # tau_mem = 2.18 #or 3.14 + # epsilon_mem = 0.42 #porosity + # omega_mem = 0.85 #wettability factor + + # R_mem = (1/sigma_bf)*((tau_mem**2)*self.e_m)/ + # (omega_mem*epsilon_mem*self.A_membrane) + + # Rm = (1/sigma_bf)*((tau_m**2)*d_mem)*(omega_m*epsilon_m*A_membrane) + # which gives 0.3366, but not temperature dependent? + return Rmem # ohms? + + def calc_total_resistance(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + returns :: R_tot [Ohms]: + + Reference: [Gambou, Guilbert,et al 2022]: Eqn 27 + """ + + R_a, R_c = self.calc_electrode_resistance(T_C) + R_electrode = R_a + R_c + R_ele_bf, R_ele_b = self.calc_electrolyte_resistance(T_C, I) # [Ohms] + R_electrolyte = R_ele_bf + R_ele_b + R_membrane = self.calc_membrane_resistance(T_C) # [Ohms] VERIFIED for Ohm*cm^2 + R_tot = R_electrode + R_electrolyte + R_membrane # Ohm + + return R_tot + + def calc_ohmic_overpotential(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + return :: V_ohm [V/cell]: overpotential due to resistive losses + + Reference: [Gambou, Guilbert,et al 2022] Eqn 10 + -> uses current instead of current density + """ + + R_tot = self.calc_total_resistance(T_C, I) # Ohms + # NOTE: I'm really not sure what units to use anymore... + V_ohm = I * R_tot # [V/cell] + return V_ohm + + def calc_reversible_voltage(self): + """ + Calculates reversible cell potential at standard state. + """ + return self.gibbs / (self.z * F) + + def calc_faradaic_efficiency(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + return :: eta_F [-]: Faraday's efficiency + Reference: [Oystein Ulleberg, 2003] Eqn 9, Table 3 + """ + # f1 and f2 values from Table 3 + # f1 = 250 # [mA^2/cm^4] + # f2 = 0.96 # [-] + j = self.calc_current_density(T_C, I) # [A/cm^2] + j *= 1000 # [mA/cm^2] + + # TODO: make coefficients based on temperature + # HYSOLAR is first 3 then last one is PHOEBUS + # Table 3 of [Oystein Ulleberg, 2003] + # T_opt=[40,60,80,80] #deg C + # f_1=[150,200,250,250] #mA^2/cm^4 + # f_2=[0.99,0.985,0.98,0.96] #[0-1] + + # Eqn 9 from [Oystein Ulleberg, 2003] + eta_F = self.f_2 * (j**2) / (self.f_1 + j**2) + return eta_F + + def calc_mass_flow_rate(self, T_C, I): + """ + I [A]: current + T_C [C]: temperature + return :: mfr [kg/s]: mass flow rate of H2 + Reference: [Oystein Ulleberg, 2003]: Eqn 10 + """ + + eta_F = self.calc_faradaic_efficiency(T_C, I) + # Eqn 10 [mol/sec] + h2_prod_mol = eta_F * I / (self.z * F) # mol/s + mfr = self.M_H * self.z * h2_prod_mol # [g/sec] + # z is valency number of electrons transferred per ion + # for oxygen, z=4 + mfr = mfr / 1e3 # [kg/sec] + return mfr diff --git a/electrolyzer/simulation/cell_models/cell.py b/electrolyzer/simulation/cell_models/cell.py new file mode 100644 index 0000000..9c5f7ad --- /dev/null +++ b/electrolyzer/simulation/cell_models/cell.py @@ -0,0 +1 @@ +# this file will contain a cell base-class diff --git a/electrolyzer/cell.py b/electrolyzer/simulation/cell_models/pem.py similarity index 79% rename from electrolyzer/cell.py rename to electrolyzer/simulation/cell_models/pem.py index 3897183..e0c892c 100644 --- a/electrolyzer/cell.py +++ b/electrolyzer/simulation/cell_models/pem.py @@ -1,6 +1,7 @@ """ This module defines a Hydrogen Electrolyzer Cell """ + # TODOs # * refine calcCellVoltage(); compare with alkaline models # * refine convertACtoDC(); compare with empirical ESIF model @@ -11,10 +12,10 @@ from attrs import define from scipy.constants import R, physical_constants, convert_temperature -from .type_dec import FromDictMixin +from electrolyzer.tools.type_dec import FromDictMixin -def electrolyzer_model(X, a, b, c, d, e, f): +def PEM_electrolyzer_model(X, a, b, c, d, e, f): """ Given a power input (kW), temperature (C), and set of coefficients, returns current (A). Coefficients can be determined using non-linear least squares @@ -30,15 +31,28 @@ def electrolyzer_model(X, a, b, c, d, e, f): ############# F, _, _ = physical_constants["Faraday constant"] # Faraday's constant [C/mol] P_ATMO, _, _ = physical_constants["standard atmosphere"] # Pa +P_STD, _, _ = physical_constants["standard-state pressure"] # Pa (1bar) @define -class Cell(FromDictMixin): +class PEMCell(FromDictMixin): # Chemical Params # ################### cell_area: float - + turndown_ratio: float + max_current_density: float + # everything below is new + p_anode: float # bar + p_cathode: float # bar + alpha_a: float + alpha_c: float + i_0_a: float + i_0_c: float + e_m: float + R_ohmic_elec: float + f_1: float # faradaic coefficient in mA^2/cm^4 + f_2: float # faradaic coefficient [unitless] # If we rework this class to be even more generic, we can have these be specified # as configuration params @@ -60,11 +74,12 @@ def calc_open_circuit_voltage(self, temperature): """Calculates open circuit voltage using the Nernst equation.""" T_K = convert_temperature([temperature], "C", "K")[0] E_rev_0 = self.calc_reversible_voltage() - p_anode = P_ATMO # (Pa) assumed atmo - p_cathode = P_ATMO + p_anode = self.p_anode * P_STD # (Pa) + p_cathode = self.p_cathode * P_STD # (Pa) # noqa: E501 # Arden Buck equation T=C, https://www.omnicalculator.com/chemistry/vapour-pressure-of-water#vapor-pressure-formulas # noqa + # Reasonable at temperatures between 0-100C p_h2O_sat = ( 0.61121 * np.exp( @@ -73,12 +88,16 @@ def calc_open_circuit_voltage(self, temperature): ) ) * 1e3 # (Pa) - # General Nernst equation + # Dalton's Law to find partial pressure of reactants at each electrode. + p_h2 = p_cathode - p_h2O_sat + p_o2 = p_anode - p_h2O_sat + + # General Nernst equation, 10.1016/j.ijhydene.2017.03.046 + # E_cell = E_rev_0 + ((R * T_K) / (self.n * F)) * ( + # np.log((p_h2 / p_h2O_sat) * np.sqrt(p_o2 / p_h2O_sat)) + # ) E_cell = E_rev_0 + ((R * T_K) / (self.n * F)) * ( - np.log( - ((p_anode - p_h2O_sat) / P_ATMO) - * np.sqrt((p_cathode - p_h2O_sat) / P_ATMO) - ) + np.log((p_h2 / P_ATMO) * np.sqrt(p_o2 / P_ATMO)) ) return E_cell @@ -99,20 +118,24 @@ def calc_activation_overpotential(self, i, temperature): T_cathode = T_K # TODO: updated with realistic anode temperature? # anode charge transfer coefficient TODO: is this a realistic value? - alpha_a = 2 + # alpha_a = 2 # cathode charge transfer coefficient TODO: is this a realistic value? - alpha_c = 0.5 + # alpha_c = 0.5 # anode exchange current density TODO: update to be f(T)? - i_0_a = 2e-7 + # i_0_a = 2e-7 # cathode exchange current density TODO: update to be f(T)? - i_0_c = 2e-3 + # i_0_c = 2e-3 # derived from Butler-Volmer eqs - V_act_a = ((R * T_anode) / (alpha_a * F)) * np.arcsinh(i / (2 * i_0_a)) - V_act_c = ((R * T_cathode) / (alpha_c * F)) * np.arcsinh(i / (2 * i_0_c)) + V_act_a = ((R * T_anode) / (self.alpha_a * F)) * np.arcsinh( + i / (2 * self.i_0_a) + ) + V_act_c = ((R * T_cathode) / (self.alpha_c * F)) * np.arcsinh( + i / (2 * self.i_0_c) + ) # alternate equations for Activation overpotential # Option 2: Dakota: I believe this may be more accurate, found more @@ -138,16 +161,16 @@ def calc_ohmic_overpotential(self, i, temperature): # pulled from https://www.sciencedirect.com/science/article/pii/S0360319917309278?via%3Dihub # noqa # TODO: pulled from empirical data, is there a better eq? lambda_nafion = ((-2.89556 + (0.016 * T_K)) + 1.625) / 0.1875 - t_nafion = 0.03 # (cm) TODO: confirm actual thickness? + # t_nafion = 0.02 # (cm) confirmed that membrane thickness is <0.02. # TODO: confirm with Nel, is there a better eq? sigma_nafion = ((0.005139 * lambda_nafion) - 0.00326) * np.exp( 1268 * ((1 / 303) - (1 / T_K)) ) - R_ohmic_ionic = t_nafion / sigma_nafion + R_ohmic_ionic = self.e_m / sigma_nafion # TODO: confirm realistic value with Nel https://www.sciencedirect.com/science/article/pii/S0378775315001901 # noqa - R_ohmic_elec = 50e-3 + # R_ohmic_elec = 50e-3 # Alternate R_ohmic_elec from https://www.sciencedirect.com/science/article/pii/S0360319918309017 # noqa # rho = (ohm*m) material resistivity @@ -155,7 +178,7 @@ def calc_ohmic_overpotential(self, i, temperature): # A_path = (m2) cross-sectional area of conductor path # R_ohmic_elec = ((rho*l_path)/A_path) - V_ohmic = i * (R_ohmic_elec + R_ohmic_ionic) + V_ohmic = i * (self.R_ohmic_elec + R_ohmic_ionic) return V_ohmic @@ -212,30 +235,30 @@ def calc_cell_voltage(self, I, temperature): # ------------------------------------------------------------ # Post H2 production # ------------------------------------------------------------ - def calc_faradaic_efficiency(self, I): + def calc_faradaic_efficiency(self, T_C, I): """ I [A]: current + T_C [C]: cell temperature (currently unused) return :: eta_F [-]: Faraday's efficiency Reference: https://res.mdpi.com/d_attachment/energies/energies-13-04792/article_deploy/energies-13-04792-v2.pdf """ # noqa - f_1 = 250 # (mA2/cm4) - f_2 = 0.996 + I *= 1000 eta_F = ( - ((I / self.cell_area) ** 2) / (f_1 + ((I / self.cell_area) ** 2)) - ) * f_2 + ((I / self.cell_area) ** 2) / (self.f_1 + ((I / self.cell_area) ** 2)) + ) * self.f_2 return eta_F - def calc_mass_flow_rate(self, Idc, dryer_loss=6.5): + def calc_mass_flow_rate(self, T_C, Idc): """ Idc [A]: stack current - dryer_loss [%]: loss of drying H2 + T_C [C]: cell temperature (currently unused) return :: mfr [kg/s]: mass flow rate """ - eta_F = self.calc_faradaic_efficiency(Idc) - mfr = eta_F * Idc * self.M / (self.n * F) * (1 - dryer_loss / 100.0) # [g/s] + eta_F = self.calc_faradaic_efficiency(T_C, Idc) + mfr = eta_F * Idc * self.M / (self.n * F) # [g/s] # mfr = mfr / 1000. * 3600. # [kg/h] mfr = mfr / 1e3 # [kg/s] return mfr diff --git a/electrolyzer/simulation/cell_models/soec.py b/electrolyzer/simulation/cell_models/soec.py new file mode 100644 index 0000000..e69de29 diff --git a/electrolyzer/simulation/cluster.py b/electrolyzer/simulation/cluster.py new file mode 100644 index 0000000..fcfd460 --- /dev/null +++ b/electrolyzer/simulation/cluster.py @@ -0,0 +1 @@ +# this file will contain the cluster class diff --git a/electrolyzer/simulation/stack.py b/electrolyzer/simulation/stack.py new file mode 100644 index 0000000..1283756 --- /dev/null +++ b/electrolyzer/simulation/stack.py @@ -0,0 +1,724 @@ +"""This module defines a Hydrogen Electrolyzer Stack.""" + +from typing import Union + +import numpy as np +import scipy +import pandas as pd +import rainflow +from attrs import field, define +from scipy.signal import tf2ss, cont2discrete +from scipy.constants import physical_constants + +from electrolyzer.tools.type_dec import NDArrayFloat, FromDictMixin, array_converter +from electrolyzer.tools.validators import contains +from electrolyzer.simulation.cell_models.pem import PEMCell, PEM_electrolyzer_model +from electrolyzer.simulation.cell_models.alkaline import ( + AlkalineCell, + ael_electrolyzer_model, +) + + +F, _, _ = physical_constants["Faraday constant"] # Faraday's constant [C/mol] + + +@define +class Stack(FromDictMixin): + # Stack parameters # + #################### + dt: float = field() + cell_type: str = field(validator=contains(["PEM", "alkaline"])) + temperature: float = field() + n_cells: int = field() + + degradation: dict = field() + cell_params: dict = field() + + stack_rating_kW: float = field(default=None) + include_degradation_penalty: bool = field(default=True) + # If degradation results in hydrogen losses, hydrogen_degradation_penalty=True + # If degradation results in more power consumed, hydrogen_degradation_penalty=False + hydrogen_degradation_penalty: bool = field(default=True) + eol_eff_percent_loss: float = field(init=False) + d_eol: float = field(init=False) + + max_current: float = field(default=1000) # TODO this is a bad default, fix later + + min_power: float = field(default=None) + + turndown_ratio: float = field(init=False) + cell_area: float = field(init=False) + + # initialized in __attrs_post_init + cell: Union[PEMCell, AlkalineCell] = field(init=False) + fit_params: NDArrayFloat = field(init=False) + stack_rating: float = field(init=False) + electrolyzer_model = field(init=False) + + # Degradation state # + ##################### + + rate_steady: float = field(init=False) # conversion factor for steady degradation + rate_fatigue: float = field(init=False) # conversion factor for fatigue degradation + rate_onoff: float = field(init=False) # conversion factor for on off degradation + + # [s] amount of time this electrolyzer stack has been running + uptime: float = field(init=False, default=0) + + cell_voltage: float = field(init=False, default=0) + + # [V] degradation penalty from steady operation only + d_s: float = field(init=False, default=0) + + # fatigue value for tracking fatigue in terms of "stress cycles" + # rainflow counting + rf_track: float = field(init=False, default=0) + + # [V] running count of fatigue voltage penalty + fatigue_history: float = field(init=False, default=0) + + hourly_counter: float = field(init=False, default=0) + hour_change: bool = field(init=False, default=False) + voltage_signal: NDArrayFloat = field( + init=False, default=[], converter=array_converter + ) + voltage_history: NDArrayFloat = field( + init=False, default=[], converter=array_converter + ) + degradation_history: NDArrayFloat = field( + init=False, default=[], converter=array_converter + ) + power_input_history: NDArrayFloat = field( + init=False, default=[], converter=array_converter + ) + + # [V] degradation from fluctuating power only + d_f: float = field(init=False, default=0) + + # numer of times the stack has been turned off + cycle_count: int = field(init=False, default=0) + + # [V] degradation from on/off cycling only + d_o: float = field(init=False, default=0) + + # [V] running degradation voltage penalty + V_degradation: float = field(init=False, default=0) + + # Stack dynamics # + ################## + + # Current (A) + I: float = field(init=False, default=0.0) + + # 10 minute startup procedure + stack_on: bool = field(init=False, default=False) + stack_waiting: bool = field(init=False, default=False) + + # [s] 10 minute base turn on delay, for large time steps + base_turn_on_delay: float = 600 + + # [s] 10 minute time delay for PEM electrolyzer startup procedure + # (set in __attrs_post_init__) + turn_on_delay: float = field(init=False) + + # keep track of when the stack was last turned on + turn_on_time: float = field(init=False) + + # keep track of when the stack was last turned off + turn_off_time: float = field(init=False) + + # wait time for partial startup procedure (set in __attrs_post_init) + wait_time: float = field(init=False) + + # [s] total time of simulation + time: float = field(init=False, default=0) + + # [s] time constant + # https://www.sciencedirect.com/science/article/pii/S0360319911021380 + # section 3.4 # noqa + tau: float = 5 + + stack_state: float = field(init=False, default=0) + + # state space, (set in __attrs_post_init) + DTSS: NDArrayFloat = field(init=False) + + # whether 1st order dynamics should be ignored according to dt size + ignore_dynamics: bool = field(init=False, default=False) + + def __attrs_post_init__(self) -> None: + # Stack parameters # + #################### + self.eol_eff_percent_loss = self.degradation["eol_eff_percent_loss"] + if self.cell_type == "PEM": + # initialize electrolzyer cell model + self.cell = PEMCell.from_dict(self.cell_params["PEM_params"]) + + # set degradation rates + self.rate_steady = self.degradation["PEM_params"]["rate_steady"] + self.rate_fatigue = self.degradation["PEM_params"]["rate_fatigue"] + self.rate_onoff = self.degradation["PEM_params"]["rate_onoff"] + + # electrolyzer_model for current calculation + self.electrolyzer_model = PEM_electrolyzer_model + + elif self.cell_type == "alkaline": + # initialize electrolyzer cell model + self.cell = AlkalineCell.from_dict(self.cell_params["ALK_params"]) + + # set degradation rates + self.rate_steady = self.degradation["ALK_params"]["rate_steady"] + self.rate_fatigue = self.degradation["ALK_params"]["rate_fatigue"] + self.rate_onoff = self.degradation["ALK_params"]["rate_onoff"] + + # electrolyzer_model for current calculation + self.electrolyzer_model = ael_electrolyzer_model + + # [kW] nameplate power rating + self.stack_rating_kW = self.stack_rating_kW or self.calc_stack_power( + self.max_current + ) + + self.stack_rating = self.stack_rating_kW * 1e3 # [W] nameplate rating + + # set minimum power + if self.cell_type == "PEM": + self.turndown_ratio = self.cell_params["PEM_params"]["turndown_ratio"] + elif self.cell_type == "alkaline": + self.turndown_ratio = self.cell_params["ALK_params"]["turndown_ratio"] + self.min_power = self.min_power or (self.turndown_ratio * self.stack_rating) + + self.fit_params = self.create_polarization() + + # Stack dynamics # + ################## + + # If the time step is bigger than the 1st order time constant, ignore dynamics + if self.dt > self.tau: + self.ignore_dynamics = True + + # Remove turn on delay for large time steps + if self.dt > 2 * self.base_turn_on_delay: + self.turn_on_delay = 0 + else: + self.turn_on_delay = self.base_turn_on_delay + + self.turn_on_time = 0 + self.turn_off_time = -self.turn_on_delay + + self.wait_time = np.min( + [ + (self.turn_on_time - self.turn_off_time), + self.turn_on_delay, + ] + ) + + self.DTSS = self.calc_state_space() + self.d_eol = self.calc_end_of_life_voltage() + + def run_power_deg_penalty(self, P_in): + """Run the stack with a degradation penalty applied to the power consumption. + Power consumed may be greater than power input. + + Args: + P_in (float): stack power input in Wdc + + Returns: + 2-element tuple containing + + - **I_stack** (float): stack current in Amps + - **V_cell** (float): cell voltage in Volts + """ + + I_stack = self.electrolyzer_model( + (P_in / 1e3, self.temperature), *self.fit_params + ) + V_cell = self.cell.calc_cell_voltage(I_stack, self.temperature) + + return I_stack, V_cell + + def run_h2_deg_penalty(self, P_in): + """Run the stack with a degradation penalty applied to the hydrogen production. + Power consumed should be nearly equal to power input. + + Args: + P_in (float): stack power input in Wdc + + Returns: + 2-element tuple containing + + - **I_stack** (float): stack current in Amps + - **V_cell** (float): cell voltage in Volts + """ + + I_nom = self.electrolyzer_model( + (P_in / 1e3, self.temperature), *self.fit_params + ) + V_cell = self.cell.calc_cell_voltage(I_nom, self.temperature) + eff_mult = np.nan_to_num((V_cell + self.V_degradation) / V_cell) + I_stack = np.nan_to_num(I_nom / eff_mult) + + return I_stack, V_cell + + def run(self, P_in): + """Run the stack for smoe input power. + + Args: + P_in (float): stack power input in Wdc + + Returns: + 3-element tuple containing + + - **H2_mfr** (float): hydrogen mass flow rate in kg/sec + - **H2_mass_out** (float): hydrogen mass produced in kg/dt + - **power_left** (float): remaining power, P_in and power consumed + + """ + self.update_status() + if self.hydrogen_degradation_penalty: + I_stack, V_cell = self.run_h2_deg_penalty(P_in) + else: + I_stack, V_cell = self.run_power_deg_penalty(P_in) + + H2_mfr, H2_mass_out, power_left = self.run_stack(I_stack, V_cell, P_in) + return H2_mfr, H2_mass_out, power_left + + def run_stack(self, I_stack, V_cell, P_in): + """Run the stack for a given stack current, cell voltage, and power input. + Updates the cell degradation, updates dynamics, calculates hydrogen mass + flow rate and production, and remaining power. + + Args: + I_stack (float): stack current input in Amps + V_cell (float): cell voltage in Volts + P_in (float): stack power input in Wdc + Returns: + 3-element tuple containing + + - **H2_mfr** (float): hydrogen mass flow rate in kg/sec + - **H2_mass_out** (float): hydrogen mass produced in kg/dt + - **power_left** (float): difference in P_in and power consumed in Watts + """ + + if self.stack_on: + power_left = P_in + + self.I = I_stack + + if self.include_degradation_penalty: + V_cell += self.V_degradation + + self.update_temperature(I_stack, V_cell) + self.update_degradation() + power_left -= self.calc_stack_power(I_stack, V_cell) * 1e3 + H2_mfr = ( + self.cell.calc_mass_flow_rate(self.temperature, I_stack) * self.n_cells + ) + self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state) + + H2_mass_out = H2_mfr * self.dt + self.uptime += self.dt + + else: + H2_mfr = 0 + H2_mass_out = 0 + self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state) + + if self.stack_waiting: + self.uptime += self.dt + self.I = I_stack + self.update_temperature(I_stack, V_cell) + self.update_degradation() + power_left = 0 + else: + power_left = P_in + V_cell = 0 + + self.cell_voltage = V_cell + self.voltage_history = np.append(self.voltage_history, [V_cell]) + self.degradation_history = np.append( + self.degradation_history, [self.V_degradation] + ) + self.power_input_history = np.append(self.power_input_history, [P_in]) + # check if it is an hour to decide whether to calculate fatigue + hourly_temp = self.hourly_counter + self.time += self.dt + self.hourly_counter = self.time // 3600 + if hourly_temp != self.hourly_counter: + self.hour_change = True + self.voltage_signal = self.voltage_history + self.voltage_history = np.array([]) + else: + self.hour_change = False + + return H2_mfr, H2_mass_out, power_left + + # ------------------------------------------------------------ + # Polarization model + # ------------------------------------------------------------ + def create_polarization(self): + interval = 10.0 + currents = np.arange(0, self.max_current + interval, interval) + pieces = [] + prev_temp = self.temperature + for temp in np.arange(40, 60 + 5, 5): + # for temp in np.arange(self.temperature - 5, self.temperature + 10, 5): + self.temperature = temp + powers = self.calc_stack_power(currents) + tmp = pd.DataFrame({"current_A": currents, "power_kW": powers}) + tmp["temp_C"] = temp + pieces.append(tmp) + self.temperature = prev_temp + df = pd.concat(pieces) + + # assign initial values and solve a model + paramsinitial = (1.0, 1.0, 1.0, 1.0, 1.0, 1.0) + + # use curve_fit routine + fitobj, fitcov = scipy.optimize.curve_fit( + self.electrolyzer_model, + (df.power_kW.values, df.temp_C.values), + df.current_A.values, + p0=paramsinitial, + ) + + return fitobj + + def convert_power_to_current(self, Pdc, T): + """Estimate stack current for a given power operating point and temperature. + + Args: + Pdc (float): stack power in kWdc + T (float): stack temperature in Celsius + + Returns: + float: ``Idc`` stack current in Amps + """ + Idc = self.electrolyzer_model((Pdc, T), *self.fit_params) + return Idc + + def curtail_power(self, P_in): + """Curtail power if power exceeds stack rating + + Args: + P_in (float): input power in kWdc + + Returns: + float | array: input power in kWdc saturated at stack rated power. + """ + return np.where(P_in > self.stack_rating_kW, self.stack_rating_kW, P_in) + + def calc_fatigue_degradation(self, voltage_signal): + """ + Args: + voltage_signal (float | array): the voltage signal from the last + 3600 seconds + Returns: + float | array: ``voltage_penalty`` the degradation penalty from + variable operation in Volts + """ + # based off degradation due to square waves of different frequencies + # from results in https://iopscience.iop.org/article/10.1149/2.0231915jes + + # nonzero voltage signal so that it does not double count power cycling + voltage_signal = voltage_signal[np.nonzero(voltage_signal)] + + # rainflow counting for fatigue + rf_cycles = rainflow.count_cycles(voltage_signal, nbins=10) + rf_sum = np.sum([pair[0] * pair[1] for pair in rf_cycles]) + self.rf_track += rf_sum # running sum of the fatigue value + + return self.rate_fatigue * self.rf_track + + def calc_steady_degradation(self): + # based off degradation due to steady operation + # from results in https://iopscience.iop.org/article/10.1149/2.0231915jes + + d_s = self.d_s + self.rate_steady * self.cell_voltage * self.dt + + self.d_s = d_s + return d_s + + def calc_onoff_degradation(self): + # degradation due to shut downs based off the results in + # https://iopscience.iop.org/article/10.1149/2.0421908jes/meta + + d_o = self.rate_onoff * self.cycle_count + self.d_o = d_o + return d_o + + def update_degradation(self): + if self.hour_change: # only calculate fatigue degradation every hour + # fatigue only counts the nonzero voltage fluctuations since transition to + # and from V = 0 are captured with on/off cycles. + voltage_signal_nz = self.voltage_signal[np.nonzero(self.voltage_signal)] + + # to avoid a divide by zero, only proceed if there are nonzero values in the + # voltage signal. + if len(voltage_signal_nz) > 0: + voltage_perc = (max(voltage_signal_nz) - min(voltage_signal_nz)) / max( + voltage_signal_nz + ) + + # Only penalize if more than 5% difference in voltage + if voltage_perc > 0.05: + self.fatigue_history = self.calc_fatigue_degradation( + self.voltage_signal + ) + + self.d_f = self.fatigue_history + + self.V_degradation = ( + self.calc_steady_degradation() + + self.calc_onoff_degradation() + + self.fatigue_history + ) + + def update_temperature(self, I, V): + # placeholder + return self.temperature + + def update_dynamics(self, H2_mfr_ss, stack_state): + """This is really just a filter on the steady state mfr from + time step to time step. + + Args: + H2_mfr_ss (float): steady state mass flow rate + stack_state (float): previous mfr state + + Returns: + 2-element tuple containing + + - **next_state** (float): next mfr state + - **H2_mfr_actual** (float): actual mfr according to the filter + """ + + if self.ignore_dynamics: + H2_mfr_actual = H2_mfr_ss + next_state = self.stack_state + else: + x_k = stack_state + x_kp1 = self.DTSS[0] * x_k + self.DTSS[1] * H2_mfr_ss + y_kp1 = self.DTSS[2] * x_k + self.DTSS[3] * H2_mfr_ss + next_state = x_kp1[0][0] + H2_mfr_actual = y_kp1[0][0] + + return next_state, H2_mfr_actual + + def calc_state_space(self): + """ + Initialize the state space matrices + """ + tau = self.tau + dt = self.dt + num = [1] + den = [tau, 1] + ss_c = tf2ss(num, den) + ss_d = cont2discrete((ss_c[0], ss_c[1], ss_c[2], ss_c[3]), dt, "zoh") + return [ss_d[0], ss_d[1], ss_d[2], ss_d[3]] + + def update_status(self): + """Update the stack status if the stack is waiting. If the stack is waiting + and has waited long enough to be on, this method updates the stack status to on. + """ + # Change the stack to be truly on if it has waited long enough + if self.stack_on: + return + + if self.stack_waiting: + if (self.turn_on_time + self.wait_time) <= self.time: + self.stack_waiting = False + self.stack_on = True + + def turn_stack_off(self): + """Turn the stack off if the stack is on or watiting. + Updates the cycle count, waiting period, turn off time, and stack status. + """ + if self.stack_on or self.stack_waiting: + # record turn off time to adjust waiting period + self.turn_off_time = self.time + self.stack_on = False + self.stack_waiting = False + self.cycle_count += 1 + + # adjust waiting period + self.wait_time = np.max( + [0, self.wait_time - (self.turn_off_time - self.turn_on_time)] + ) + + def turn_stack_on(self): + """Turn the stack on if the stack is off or watiting. + Updates the waiting period, turn on time, and stack status. + """ + if self.stack_on: + return + + if not self.stack_waiting: + self.turn_on_time = self.time + + # record turn on time to adjust waiting period + self.stack_waiting = True + + # adjust waiting period + self.wait_time = np.min( + [ + self.wait_time + (self.turn_on_time - self.turn_off_time), + self.turn_on_delay, + ] + ) + + def calc_stack_power(self, Idc, V=None): + """ + Args: + Idc (float): stack current in Amps + V (float, optional): stack voltage + + Returns: + float: ``Pdc`` [kW] stack power + """ + V = V or (self.cell.calc_cell_voltage(Idc, self.temperature)) + Pdc = Idc * V * self.n_cells + Pdc = Pdc / 1000.0 # [kW] + + return Pdc + + def calc_electrolysis_efficiency(self, Pdc, mfr): + """Calculate the efficiency of the stack in kWh/kg, %-HHV and %-LHV. + + Args: + Pdc (float): stack power in kW + mfr (float): mass flow rate of hydrogen in kg/hr + + Returns: + 3-element tuple containing + + - **eta_kWh_per_kg**: efficiency in kWh/kg + - **eta_hhv_percent**: efficiency as %-HHV + - **eta_lhv_percent**: efficiency as %-LHV + """ + eta_kWh_per_kg = Pdc / mfr + eta_hhv_percent = self.cell.hhv / eta_kWh_per_kg * 100.0 + eta_lhv_percent = self.cell.lhv / eta_kWh_per_kg * 100.0 + + return (eta_kWh_per_kg, eta_hhv_percent, eta_lhv_percent) + + def calc_end_of_life_voltage(self): + """Calculate the end-of-life cell degradation voltage based on the + ``eol_eff_percent_loss`` parameter. + + Returns: + d_eol (float): cell degradation in Volts that indicates end-of-life. + """ + + # efficiency drop that indicates end-of-life as a percentage + eol_eff_mult = (100 + self.eol_eff_percent_loss) / 100 + V_cell_bol = self.cell.calc_cell_voltage(self.max_current, self.temperature) + H2_mfr_bol = ( + self.cell.calc_mass_flow_rate(self.temperature, self.max_current) + * self.n_cells + ) + + H2_mfr_eol = H2_mfr_bol / eol_eff_mult + i_eol_no_faradaic_loss = (H2_mfr_eol * 1e3 * self.cell.n * F) / ( + 1 * self.n_cells * self.cell.M * self.dt + ) + n_f = self.cell.calc_faradaic_efficiency( + self.temperature, i_eol_no_faradaic_loss + ) + i_eol = (H2_mfr_eol * 1e3 * self.cell.n * F) / ( + n_f * self.n_cells * self.cell.M * self.dt + ) + + d_eol = ((self.max_current * V_cell_bol) / i_eol) - V_cell_bol + return d_eol + + def estimate_time_until_replacement(self): + """Estimate the time until replacement based on fraction of life used, + which is the ratio of the stack degradation to the end of life degradation. + + Returns: + float: Number of hours until stack should be replaced with respect to + simulation duration (alternatively, with respect to the number of + hours the stack has existed in the plant.) + """ + + frac_of_life_used = self.V_degradation / self.d_eol + # time between replacement [hrs] based on time its existed (whether on or off) + time_between_replacement = (1 / frac_of_life_used) * (self.time / 3600) # [hrs] + return time_between_replacement + + def estimate_stack_life(self): + """Estimate the stack life based on fraction of life used, which is the ratio + of the stack degradation to the end of life degradation. + + Returns: + float: Stack life in hours with respect to number of hours the stack has + been operational. + """ + # stack life [hrs] based on time its been operational + frac_of_life_used = self.V_degradation / self.d_eol + stack_life = (1 / frac_of_life_used) * (self.uptime / 3600) # [hrs] + return stack_life + + def estimate_life_performance_from_year(self, plant_life_years: int): + """Estimate future performance of the stack assuming the + same operation from the simulation for the duration of the plant life. + + Note: + This function is not tested and may only work for simulations + with an hourly timestep and a simulation length of 8760 hours. + + Args: + plant_life_years (int): number of years in the plant life. + + Returns: + 3-element tuple containing + + - **refurb_schedule** (list): refurbishment schedule of the stack, + a value of 1 represents a year that the stack has to be replaced. + - **ahp_kg** (list): annual hydrogen production of the stack per year + of the ``plant_life_years``. Each element has units of kg-H2/year + - **aep_kWh** (list): annual energy consumption of the stack per year + of the ``plant_life_years``. Each element has units of kWh/year. + """ + refurb_schedule = np.zeros(plant_life_years) + ahp_kg = np.zeros(plant_life_years) + aep_kWh = np.zeros(plant_life_years) + + V_deg = np.array(self.degradation_history) + V_cell_bol = np.array(self.voltage_history) - V_deg + sim_length = len(V_cell_bol) + + Vdeg0 = 0 + for i in range(plant_life_years): + V_deg_pr_sim = Vdeg0 + V_deg + if np.max(V_deg_pr_sim) > self.d_eol: + idx_dead = np.argwhere(V_deg_pr_sim > self.d_eol)[0][0] + V_deg_pr_sim = np.concatenate( + [V_deg_pr_sim[0:idx_dead], V_deg[idx_dead:sim_length]] + ) + refurb_schedule[i] = 1 + if self.hydrogen_degradation_penalty: + I_nom = self.electrolyzer_model( + (self.power_input_history / 1e3, self.temperature), *self.fit_params + ) + V_cell = self.cell.calc_cell_voltage(I_nom, self.temperature) + eff_mult = (V_cell + self.V_degradation) / V_cell # 1 + efficiency drop + I_stack = I_nom / eff_mult + + else: + I_stack = self.electrolyzer_model( + (self.power_input_history / 1e3, self.temperature), *self.fit_params + ) + V_cell = self.cell.calc_cell_voltage(I_stack, self.temperature) + + H2_mass_out = ( + self.cell.calc_mass_flow_rate(self.temperature, I_stack) + * self.n_cells + * self.dt + ) + power_usage_kW = self.calc_stack_power(I_stack, V_cell + V_deg_pr_sim) + ahp_kg[i] = np.sum(H2_mass_out) + aep_kWh[i] = np.sum(power_usage_kW) + Vdeg0 = V_deg_pr_sim[sim_length - 1] + return refurb_schedule, ahp_kg, aep_kWh diff --git a/electrolyzer/supervisor.py b/electrolyzer/simulation/supervisor.py similarity index 95% rename from electrolyzer/supervisor.py rename to electrolyzer/simulation/supervisor.py index 7b87a08..cd95668 100644 --- a/electrolyzer/supervisor.py +++ b/electrolyzer/simulation/supervisor.py @@ -1,12 +1,13 @@ """ This module defines the Hydrogen Electrolyzer control code. """ + import numpy as np import numpy.typing as npt from attrs import field, define -from .stack import Stack -from .type_dec import NDArrayInt, NDArrayFloat, FromDictMixin +from electrolyzer.simulation.stack import Stack +from electrolyzer.tools.type_dec import NDArrayInt, NDArrayFloat, FromDictMixin @define @@ -15,14 +16,17 @@ class Supervisor(FromDictMixin): #################### dt: float + supervisor: dict + controller: dict stack: dict + degradation: dict + cell_params: dict costs: dict # TODO: should this be connected here? - control: dict initialize: bool = False initial_power_kW: float = 0.0 name: str = field(default="electrolyzer_001") - description: str = field(default="A PEM electrolyzer model") + description: str = field(default="An electrolyzer model") control_type: str = field(init=False, default="BaselineDeg") n_stacks: int = field(init=False, default=1) @@ -98,8 +102,8 @@ def __attrs_post_init__(self) -> None: 'EHOV': eager on, hesitant off, rotation order, variable power dist 'EHOE': eager on, hesitant off, rotation order, even power dist """ - self.control_type = self.control["control_type"] - self.n_stacks = self.control["n_stacks"] + self.control_type = self.controller["control_type"] + self.n_stacks = self.supervisor["n_stacks"] if "sequential" in self.control_type.lower(): # TODO: current filter width hardcoded at 5 min, make an input @@ -109,11 +113,11 @@ def __attrs_post_init__(self) -> None: self.past_power = [0] if "Decision" in self.control_type: - self.eager_on = self.control["policy"]["eager_on"] - self.eager_off = self.control["policy"]["eager_off"] - self.sequential = self.control["policy"]["sequential"] - self.even_dist = self.control["policy"]["even_dist"] - self.baseline = self.control["policy"]["baseline"] + self.eager_on = self.controller["policy"]["eager_on"] + self.eager_off = self.controller["policy"]["eager_off"] + self.sequential = self.controller["policy"]["sequential"] + self.even_dist = self.controller["policy"]["even_dist"] + self.baseline = self.controller["policy"]["baseline"] self.active_constant = np.zeros(self.n_stacks) self.active = np.zeros(self.n_stacks) @@ -132,14 +136,8 @@ def __attrs_post_init__(self) -> None: self.initialize_plant_stacks() # Establish system rating - if "system_rating_MW" in self.control: - self.system_rating_MW = self.control["system_rating_MW"] - else: - self.n_stacks * self.stack_rating_kW / 1e3 - - # Establish system rating - if "system_rating_MW" in self.control: - self.system_rating_MW = self.control["system_rating_MW"] + if "system_rating_MW" in self.supervisor: + self.system_rating_MW = self.supervisor["system_rating_MW"] else: self.n_stacks * self.stack_rating_kW / 1e3 @@ -147,6 +145,9 @@ def create_electrolyzer_stacks(self): # initialize electrolyzer objects stacks = np.empty(self.n_stacks, Stack) self.stack["dt"] = self.dt + self.stack["degradation"] = self.degradation + self.stack["cell_params"] = self.cell_params + for i in range(self.n_stacks): stacks[i] = Stack.from_dict(self.stack) # TODO: replace with proper logging @@ -214,6 +215,8 @@ def get_power_distribution(self, power_in): elif self.control_type == "DecisionControl": stack_power = self.decision_ctrl(power_in) curtailed_wind = 0 + else: + print("Supervisor control_type not recognized") return stack_power, curtailed_wind @@ -639,13 +642,13 @@ def decision_ctrl(self, power_in): def check_turn_on_off(self, P_avail): max_num_active = min( - [self.n_stacks, int(np.floor(P_avail / 1e3 / self.stack_min_power))] + [self.n_stacks, int(np.floor(P_avail / self.stack_min_power))] ) # maximum possible number of electrolzyers running min_num_active = min( [ self.n_stacks, int( - (P_avail / 1e3 > self.stack_min_power) + (P_avail > self.stack_min_power) * np.ceil(P_avail / self.stack_rating) ), ] @@ -687,10 +690,10 @@ def check_turn_on_off(self, P_avail): # Option 4: eager on, eager off has very frequent switching - not useful if self.baseline: - if P_avail / 1e3 > self.n_stacks * self.stack_min_power: + if P_avail > self.n_stacks * self.stack_min_power: num_on = max([0, self.n_stacks - n_active]) num_off = 0 - elif P_avail / 1e3 < self.n_stacks * self.stack_min_power: + elif P_avail < self.n_stacks * self.stack_min_power: num_on = 0 num_off = min([self.n_stacks, n_active]) @@ -751,11 +754,13 @@ def distribute_power(self, P_avail): for i, a in enumerate(self.active): if a: - P_i[i] += self.stack_min_power * 1e3 - P_avail -= self.stack_min_power * 1e3 + P_i[i] += self.stack_min_power + P_avail -= self.stack_min_power if (self.even_dist or self.baseline) & (sum(self.active) > 0): - P_indv = P_avail / sum(self.active) # check this if power gets too large + P_indv = np.min( + [P_avail / sum(self.active), self.stack_rating - self.stack_min_power] + ) for i, a in enumerate(self.active): if a: P_i[i] += P_indv @@ -769,9 +774,9 @@ def distribute_power(self, P_avail): for i, a in enumerate(self.active): if a: - if P_avail >= (self.stack_rating - self.stack_min_power * 1e3): - P_i[i] += self.stack_rating - self.stack_min_power * 1e3 - P_avail -= self.stack_rating - self.stack_min_power * 1e3 + if P_avail >= (self.stack_rating - self.stack_min_power): + P_i[i] += self.stack_rating - self.stack_min_power + P_avail -= self.stack_rating - self.stack_min_power elif P_avail >= 0: P_i[i] += P_avail P_avail -= P_avail diff --git a/electrolyzer/stack.py b/electrolyzer/stack.py deleted file mode 100644 index b206f2b..0000000 --- a/electrolyzer/stack.py +++ /dev/null @@ -1,437 +0,0 @@ -"""This module defines a Hydrogen Electrolyzer Stack.""" -import numpy as np -import scipy -import pandas as pd -import rainflow -from attrs import field, define -from scipy.signal import tf2ss, cont2discrete - -from .cell import Cell, electrolyzer_model -from .type_dec import NDArrayFloat, FromDictMixin, array_converter - - -@define -class Stack(FromDictMixin): - # Stack parameters # - #################### - cell_area: float - max_current: float - temperature: float - n_cells: int - dt: float - - min_power: float = None - stack_rating_kW: float = None - - # initialized in __attrs_post_init - cell: Cell = field(init=False) - fit_params: NDArrayFloat = field(init=False) - stack_rating: float = field(init=False) - - # Degradation state # - ##################### - - # [s] amount of time this electrolyzer stack has been running - uptime: float = field(init=False, default=0) - - cell_voltage: float = field(init=False, default=0) - - # conversion factor from steady to degradation V - rate_steady: float = field(init=False, default=1.41737929e-10) - - # [V] degradation penalty from steady operation only - d_s: float = field(init=False, default=0) - - # fatigue value for tracking fatigue in terms of "stress cycles" - # rainflow counting - rf_track: float = field(init=False, default=0) - - # [V] running count of fatigue voltage penalty - fatigue_history: float = field(init=False, default=0) - - hourly_counter: float = field(init=False, default=0) - hour_change: bool = field(init=False, default=False) - voltage_signal: NDArrayFloat = field( - init=False, default=[], converter=array_converter - ) - voltage_history: NDArrayFloat = field( - init=False, default=[], converter=array_converter - ) - - # conversion factor from rf_track to degradation V - rate_fatigue: float = field(init=False, default=3.33330244e-07) - - # [V] degradation from fluctuating power only - d_f: float = field(init=False, default=0) - - # numer of times the stack has been turned off - cycle_count: int = field(init=False, default=0) - - # conversion from cycle_count to degradation V - rate_onoff: float = field(init=False, default=1.47821515e-04) - - # [V] degradation from on/off cycling only - d_o: float = field(init=False, default=0) - - include_degradation_penalty: bool = True - - # [V] running degradation voltage penalty - V_degradation: float = field(init=False, default=0) - - # Stack dynamics # - ################## - - # Current (A) - I: float = field(init=False, default=0.0) - - # 10 minute startup procedure - stack_on: bool = field(init=False, default=False) - stack_waiting: bool = field(init=False, default=False) - - # [s] 10 minute base turn on delay, for large time steps - base_turn_on_delay: float = 600 - - # [s] 10 minute time delay for PEM electrolyzer startup procedure - # (set in __attrs_post_init__) - turn_on_delay: float = field(init=False) - - # keep track of when the stack was last turned on - turn_on_time: float = field(init=False) - - # keep track of when the stack was last turned off - turn_off_time: float = field(init=False) - - # wait time for partial startup procedure (set in __attrs_post_init) - wait_time: float = field(init=False) - - # [s] total time of simulation - time: float = field(init=False, default=0) - - # [s] time constant https://www.sciencedirect.com/science/article/pii/S0360319911021380 section 3.4 # noqa - tau: float = 5 - - stack_state: float = field(init=False, default=0) - - # state space, (set in __attrs_post_init) - DTSS: NDArrayFloat = field(init=False) - - # whether 1st order dynamics should be ignored according to dt size - ignore_dynamics: bool = field(init=False, default=False) - - def __attrs_post_init__(self) -> None: - # Stack parameters # - #################### - - # TODO: let's make this more seamless - self.cell = Cell.from_dict({"cell_area": self.cell_area}) - - self.fit_params = self.create_polarization() - - # Stack dynamics # - ################## - - # If the time step is bigger than the 1st order time constant, ignore dynamics - if self.dt > self.tau: - self.ignore_dynamics = True - - # Remove turn on delay for large time steps - if self.dt > 2 * self.base_turn_on_delay: - self.turn_on_delay = 0 - else: - self.turn_on_delay = self.base_turn_on_delay - - self.turn_on_time = 0 - self.turn_off_time = -self.turn_on_delay - - self.wait_time = np.min( - [ - (self.turn_on_time - self.turn_off_time), - self.turn_on_delay, - ] - ) - - # [kW] nameplate power rating - self.stack_rating_kW = self.stack_rating_kW or self.calc_stack_power( - self.max_current - ) - - self.stack_rating = self.stack_rating_kW * 1e3 # [W] nameplate rating - - # [W] cannot operate at less than 10% of rated power - self.min_power = self.min_power or (0.1 * self.stack_rating) - # self.h2_pres_out = 31 # H2 outlet pressure (bar) - - self.DTSS = self.calc_state_space() - - def run(self, P_in): - """ - P_in [Wdc]: stack power input - return :: H2_mfr [kg/s]: hydrogen mass flow rate - return :: H2_mass_out [kg]: hydrogen mass - return :: power_left [W]: difference in P_in and power consumed - """ - self.update_status() - - I = electrolyzer_model((P_in / 1e3, self.temperature), *self.fit_params) - V = self.cell.calc_cell_voltage(I, self.temperature) - - if self.stack_on: - power_left = P_in - - self.I = I - - if self.include_degradation_penalty: - V += self.V_degradation - - self.update_temperature(I, V) - self.update_degradation() - power_left -= self.calc_stack_power(I, V) * 1e3 - H2_mfr = self.cell.calc_mass_flow_rate(I) * self.n_cells - self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state) - - H2_mass_out = H2_mfr * self.dt - self.uptime += self.dt - - else: - H2_mfr = 0 - H2_mass_out = 0 - self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state) - - if self.stack_waiting: - self.uptime += self.dt - self.I = I - self.update_temperature(I, V) - self.update_degradation() - power_left = 0 - else: - power_left = P_in - V = 0 - - self.cell_voltage = V - self.voltage_history = np.append(self.voltage_history, [V]) - - # check if it is an hour to decide whether to calculate fatigue - hourly_temp = self.hourly_counter - self.time += self.dt - self.hourly_counter = self.time // 3600 - if hourly_temp != self.hourly_counter: - self.hour_change = True - self.voltage_signal = self.voltage_history - self.voltage_history = np.array([]) - else: - self.hour_change = False - - return H2_mfr, H2_mass_out, power_left - - # ------------------------------------------------------------ - # Polarization model - # ------------------------------------------------------------ - def create_polarization(self): - interval = 10.0 - currents = np.arange(0, self.max_current + interval, interval) - pieces = [] - prev_temp = self.temperature - for temp in np.arange(40, 60 + 5, 5): - self.temperature = temp - powers = self.calc_stack_power(currents) - tmp = pd.DataFrame({"current_A": currents, "power_kW": powers}) - tmp["temp_C"] = temp - pieces.append(tmp) - self.temperature = prev_temp - df = pd.concat(pieces) - - # assign initial values and solve a model - paramsinitial = (1.0, 1.0, 1.0, 1.0, 1.0, 1.0) - - # use curve_fit routine - fitobj, fitcov = scipy.optimize.curve_fit( - electrolyzer_model, - (df.power_kW.values, df.temp_C.values), - df.current_A.values, - p0=paramsinitial, - ) - - return fitobj - - def convert_power_to_current(self, Pdc, T): - """ - Pdc [kW]: stack power - T [degC]: stack temperature - return :: Idc [A]: stack current - """ - Idc = electrolyzer_model((Pdc, T), *self.fit_params) - return Idc - - def curtail_power(self, P_in): - """ - P_in [kWdc]: input power - Curtail power if over electrolyzer rating: - """ - return np.where(P_in > self.stack_rating_kW, self.stack_rating_kW, P_in) - - def calc_fatigue_degradation(self, voltage_signal): - """ - voltage_signal: the voltage signal from the last 3600 seconds - return:: voltage_penalty: the degradation penalty - """ - # based off degradation due to square waves of different frequencies - # from results in https://iopscience.iop.org/article/10.1149/2.0231915jes - - # nonzero voltage signal so that it does not double count power cycling - voltage_signal = voltage_signal[np.nonzero(voltage_signal)] - - # rainflow counting for fatigue - rf_cycles = rainflow.count_cycles(voltage_signal, nbins=10) - rf_sum = np.sum([pair[0] * pair[1] for pair in rf_cycles]) - self.rf_track += rf_sum # running sum of the fatigue value - - return self.rate_fatigue * self.rf_track - - def calc_steady_degradation(self): - # based off degradation due to steady operation - # from results in https://iopscience.iop.org/article/10.1149/2.0231915jes - - d_s = self.d_s + self.rate_steady * self.cell_voltage * self.dt - - self.d_s = d_s - return d_s - - def calc_onoff_degradation(self): - # degradation due to shut downs based off the results in - # https://iopscience.iop.org/article/10.1149/2.0421908jes/meta - - d_o = self.rate_onoff * self.cycle_count - self.d_o = d_o - return d_o - - def update_degradation(self): - if self.hour_change: # only calculate fatigue degradation every hour - # fatigue only counts the nonzero voltage fluctuations since transition to - # and from V = 0 are captured with on/off cycles. - voltage_signal_nz = self.voltage_signal[np.nonzero(self.voltage_signal)] - - # to avoid a divide by zero, only proceed if there are nonzero values in the - # voltage signal. - if len(voltage_signal_nz) > 0: - voltage_perc = (max(voltage_signal_nz) - min(voltage_signal_nz)) / max( - voltage_signal_nz - ) - - # Only penalize if more than 5% difference in voltage - if voltage_perc > 0.05: - self.fatigue_history = self.calc_fatigue_degradation( - self.voltage_signal - ) - - self.d_f = self.fatigue_history - - self.V_degradation = ( - self.calc_steady_degradation() - + self.calc_onoff_degradation() - + self.fatigue_history - ) - - def update_temperature(self, I, V): - # placeholder - return self.temperature - - def update_dynamics(self, H2_mfr_ss, stack_state): - """ - H2_mfr_ss: steady state mass flow rate - stack_state: previous mfr state - return :: next_state: next mfr state - return :: H2_mfr_actual: actual mfr according to the filter - - This is really just a filter on the steady state mfr from time step to time step - """ - - if self.ignore_dynamics: - H2_mfr_actual = H2_mfr_ss - next_state = self.stack_state - else: - x_k = stack_state - x_kp1 = self.DTSS[0] * x_k + self.DTSS[1] * H2_mfr_ss - y_kp1 = self.DTSS[2] * x_k + self.DTSS[3] * H2_mfr_ss - next_state = x_kp1[0][0] - H2_mfr_actual = y_kp1[0][0] - - return next_state, H2_mfr_actual - - def calc_state_space(self): - """ - Initialize the state space matrices - """ - tau = self.tau - dt = self.dt - num = [1] - den = [tau, 1] - ss_c = tf2ss(num, den) - ss_d = cont2discrete((ss_c[0], ss_c[1], ss_c[2], ss_c[3]), dt, "zoh") - return [ss_d[0], ss_d[1], ss_d[2], ss_d[3]] - - def update_status(self): - # Change the stack to be truly on if it has waited long enough - if self.stack_on: - return - - if self.stack_waiting: - if (self.turn_on_time + self.wait_time) <= self.time: - self.stack_waiting = False - self.stack_on = True - - def turn_stack_off(self): - if self.stack_on or self.stack_waiting: - # record turn off time to adjust waiting period - self.turn_off_time = self.time - self.stack_on = False - self.stack_waiting = False - self.cycle_count += 1 - # self.stack_state = 0 - - # adjust waiting period - self.wait_time = np.max( - [0, self.wait_time - (self.turn_off_time - self.turn_on_time)] - ) - - def turn_stack_on(self): - if self.stack_on: - return - - if not self.stack_waiting: - self.turn_on_time = self.time - - # record turn on time to adjust waiting period - self.stack_waiting = True - - # adjust waiting period - self.wait_time = np.min( - [ - self.wait_time + (self.turn_on_time - self.turn_off_time), - self.turn_on_delay, - ] - ) - - def calc_stack_power(self, Idc, V=None): - """ - Args: - Idc [A]: stack current - V (optional): stack voltage - return :: Pdc [kW]: stack power - """ - V = V or (self.cell.calc_cell_voltage(Idc, self.temperature)) - Pdc = Idc * V * self.n_cells - Pdc = Pdc / 1000.0 # [kW] - - return Pdc - - def calc_electrolysis_efficiency(self, Pdc, mfr): - """ - Pdc [kW]: stack power - mfr [kg/h]: mass flow rate - return :: eta_kWh_per_kg, eta_hhv_percent, and eta_lhv_percent: efficiencies - """ - eta_kWh_per_kg = Pdc / mfr - eta_hhv_percent = self.cell.hhv / eta_kWh_per_kg * 100.0 - eta_lhv_percent = self.cell.lhv / eta_kWh_per_kg * 100.0 - - return (eta_kWh_per_kg, eta_hhv_percent, eta_lhv_percent) diff --git a/electrolyzer/tools/__init__.py b/electrolyzer/tools/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/electrolyzer/tools/analysis/__init__.py b/electrolyzer/tools/analysis/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/electrolyzer/lcoh.py b/electrolyzer/tools/analysis/lcoh.py similarity index 99% rename from electrolyzer/lcoh.py rename to electrolyzer/tools/analysis/lcoh.py index bff89a3..2b308f8 100644 --- a/electrolyzer/lcoh.py +++ b/electrolyzer/tools/analysis/lcoh.py @@ -1,11 +1,12 @@ """ This module defines the Hydrogen Electrolyzer control code. """ + import numpy as np import pandas as pd from attrs import field, define -from .type_dec import NDArrayFloat, FromDictMixin +from electrolyzer.tools.type_dec import NDArrayFloat, FromDictMixin @define diff --git a/electrolyzer/analysis.py b/electrolyzer/tools/analysis/lifetime_analysis.py similarity index 100% rename from electrolyzer/analysis.py rename to electrolyzer/tools/analysis/lifetime_analysis.py diff --git a/electrolyzer/glue_code/run_lcoh.py b/electrolyzer/tools/analysis/run_lcoh.py similarity index 95% rename from electrolyzer/glue_code/run_lcoh.py rename to electrolyzer/tools/analysis/run_lcoh.py index fde474a..43c7b65 100644 --- a/electrolyzer/glue_code/run_lcoh.py +++ b/electrolyzer/tools/analysis/run_lcoh.py @@ -6,11 +6,11 @@ import numpy as np import pandas as pd -import electrolyzer.inputs.validation as val -from electrolyzer import LCOH, Supervisor # ESG - -from .optimization import calc_rated_system -from .run_electrolyzer import _run_electrolyzer_full +import electrolyzer.tools.validation as val +from electrolyzer.simulation.supervisor import Supervisor # ESG +from electrolyzer.tools.design.optimization import calc_rated_system +from electrolyzer.simulation.bert import _run_electrolyzer_full +from electrolyzer.tools.analysis.lcoh import LCOH def _run_electrolyzer_lcoh_opt(modeling_options, power_signal): diff --git a/electrolyzer/tools/design/__init__.py b/electrolyzer/tools/design/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/electrolyzer/tools/design/design_cell.py b/electrolyzer/tools/design/design_cell.py new file mode 100644 index 0000000..e69de29 diff --git a/electrolyzer/tools/design/design_system.py b/electrolyzer/tools/design/design_system.py new file mode 100644 index 0000000..e69de29 diff --git a/electrolyzer/glue_code/optimization.py b/electrolyzer/tools/design/optimization.py similarity index 85% rename from electrolyzer/glue_code/optimization.py rename to electrolyzer/tools/design/optimization.py index 0dff2ff..a677740 100644 --- a/electrolyzer/glue_code/optimization.py +++ b/electrolyzer/tools/design/optimization.py @@ -2,7 +2,7 @@ from scipy.optimize import fsolve -from electrolyzer import Stack +from electrolyzer.simulation.stack import Stack def calc_rated_system(modeling_options: dict): @@ -15,12 +15,12 @@ def calc_rated_system(modeling_options: dict): """ options = copy.deepcopy(modeling_options) - system_rating_kW = options["electrolyzer"]["control"]["system_rating_MW"] * 1e3 + system_rating_kW = options["electrolyzer"]["supervisor"]["system_rating_MW"] * 1e3 stack_rating_kW = options["electrolyzer"]["stack"]["stack_rating_kW"] # determine number of stacks (int) closest to stack rating (float) n_stacks = round(system_rating_kW / stack_rating_kW) - options["electrolyzer"]["control"]["n_stacks"] = n_stacks + options["electrolyzer"]["supervisor"]["n_stacks"] = n_stacks # determine new desired rating to adjust parameters for new_rating = system_rating_kW / n_stacks @@ -67,6 +67,8 @@ def calc_rated_stack(modeling_options: dict): """ options = modeling_options["electrolyzer"]["stack"] options["dt"] = modeling_options["electrolyzer"]["dt"] + options["cell_params"] = modeling_options["electrolyzer"]["cell_params"] + options["degradation"] = modeling_options["electrolyzer"]["degradation"] stack = Stack.from_dict(options) n_cells = stack.n_cells @@ -74,7 +76,7 @@ def calc_rated_stack(modeling_options: dict): # start with an initial calculation of stack power to compare with desired stack_p = stack.calc_stack_power(stack.max_current) desired_rating = stack.stack_rating_kW - desired_curr_density = stack.max_current / stack.cell_area + desired_curr_density = stack.max_current / stack.cell.cell_area # nudge cell count up or down until it overshoots if stack_p > desired_rating: @@ -97,7 +99,8 @@ def calc_rated_stack(modeling_options: dict): stack.max_current = res[1] stack_p = stack.calc_stack_power(stack.max_current) - modeling_options["electrolyzer"]["stack"]["cell_area"] = res[0] + # TODO alkaline cell characteristic area optimization + modeling_options["electrolyzer"]["cell_params"]["PEM_params"]["cell_area"] = res[0] modeling_options["electrolyzer"]["stack"]["max_current"] = res[1] modeling_options["electrolyzer"]["stack"]["n_cells"] = n_cells modeling_options["electrolyzer"]["stack"]["stack_rating_kW"] = stack_p diff --git a/electrolyzer/tools/modeling_schema.yaml b/electrolyzer/tools/modeling_schema.yaml new file mode 100644 index 0000000..8e5e16c --- /dev/null +++ b/electrolyzer/tools/modeling_schema.yaml @@ -0,0 +1,496 @@ +$schema: "http://json-schema.org/draft-07/schema#" +$id: electrolyzer_model_options_schema_v00 +title: electrolyzer modeling options schema +description: Schema that describes the modeling options for `electrolyzer` +type: object +properties: + general: + type: object + default: {} + properties: + verbose: + type: boolean + default: False + description: Prints additional outputs to screen (and to a file log in the future) + + electrolyzer: + type: object + default: {} + properties: + name: + type: string + default: electrolyzer_001 + description: An optional name for the electrolyzer model + description: + type: string + default: An electrolyzer model + description: An optional description for the electrolyzer model + dt: + type: number + default: 1.0 + description: simulation time step in seconds + initialize: + type: boolean + default: False + description: Determines whether the electrolyzer starts from an initial power (True), or from zero (False) + initial_power_kW: + type: number + default: 0.0 + description: starting power for an initialized electrolyzer plant + + supervisor: + type: object + default: {} + description: + properties: + system_rating_MW: + type: number + description: System rating + unit: MW + n_stacks: + type: integer + default: 1 + description: Number of electrolyzer Stacks to run in simulation + + controller: + type: object + default: + control_type: DecisionControl + policy: + eager_on: False + eager_off: False + sequential: False + even_dist: False + baseline: True + description: Set control properties for electrolyzers + properties: + control_type: + type: string + enum: [PowerSharingRotation, SequentialRotation, EvenSplitEagerDeg, EvenSplitHesitantDeg, SequentialEvenWearDeg, SequentialSingleWearDeg, BaselineDeg, DecisionControl] + default: BaselineDeg + description: + + policy: + type: object + default: + eager_on: False + eager_off: False + sequential: False + even_dist: False + baseline: True + description: Set of control policies for Decision_ctrl only + properties: + eager_on: + type: boolean + default: False + description: Whether the supervisor is eager or hesitant to switch stacks on + eager_off: + type: boolean + default: False + description: Whether the supervisor is eager or hesitant to switch stacks off + sequential: + type: boolean + default: False + description: Sequential or degradation-based stack switching order + even_dist: + type: boolean + default: False + description: Whether the input power is divided evenly amongst the stacks or variably + baseline: + type: boolean + default: True + description: Baseline decision controller is to treat all stacks as a single large capacity electrolzyer + + + stack: + type: object + default: {} + description: Set properties for an electrolyzer stack + properties: + cell_type: + type: string + default: PEM + enum: [PEM, alkaline] + description: Cell electrochemistry (PEM, alkaline, or other) + max_current: + type: number + description: Maximum current of Stack + unit: A + temperature: + type: number + description: Stack operating temperature + unit: degC + n_cells: + type: integer + description: Number of Cells per Stack + stack_rating_kW: + type: number + description: Stack rated power + unit: kW + include_degradation_penalty: + type: boolean + default: True + description: Toggle whether degradation is applied to the Stack operation + hydrogen_degradation_penalty: + type: boolean + default: True + description: Toggle whether degradation is applied to hydrogen (True) or power (False) + + degradation: + type: object + default: + eol_eff_percent_loss: 10 + PEM_params: + rate_steady: 1.41737929e-10 + rate_fatigue: 3.33330244e-07 + rate_onoff: 1.47821515e-04 + ALK_params: + rate_steady: 5.092592592592592e-09 + rate_fatigue: 1.2820512820512823e-05 + rate_onoff: 3.0726072607260716e-04 + description: Degradation rates for PEM or alkaline electrolyzer + properties: + eol_eff_percent_loss: + type: number + description: End of life efficiency drop + minimum: 5 + default: 10 + maximum: 100 + PEM_params: + type: object + default: + rate_steady: 1.41737929e-10 + rate_fatigue: 3.33330244e-07 + rate_onoff: 1.47821515e-04 + description: PEM degradation rates + properties: + rate_steady: + type: number + default: 1.41737929e-10 + description: Rate of voltage degradation under steady operation alone + rate_fatigue: + type: number + default: 3.33330244e-07 + description: Rate of voltage degradation under fluctuating operation alone + rate_onoff: + type: number + default: 1.47821515e-04 + description: Rate of voltage degradation per on/off cycle + + ALK_params: + type: object + default: + rate_steady: 5.092592592592592e-09 + rate_fatigue: 1.2820512820512823e-05 + rate_onoff: 3.0726072607260716e-04 + description: Alkaline degradation rates + properties: + rate_steady: + type: number + default: 5.092592592592592e-09 + description: Rate of voltage degradation under steady operation alone + rate_fatigue: + type: number + default: 1.2820512820512823e-05 + description: Rate of voltage degradation under fluctuating operation alone + rate_onoff: + type: number + default: 3.0726072607260716e-04 + description: Rate of voltage degradation per on/off cycle + + cell_params: + type: object + default: {} + # cell_type: PEM + # max_current_density: 2 + # PEM_params: + # cell_area: 1000 + # turndown_ratio: 0.1 + description: Cell parameters for PEM or alkaline cells + properties: + cell_type: + type: string + default: PEM + description: Cell electrochemistry (PEM, alkaline, or other) + PEM_params: + type: object + default: {} + # cell_area: 1001 + # turndown_ratio: 0.1 + # max_current_density: 2 + description: PEM cell parameters + properties: + cell_area: + type: number + minimum: 1 + maximum: 10000 + default: 1000 + description: Area of individual Cells in the Stack (cm^2) + unit: cm^2 + turndown_ratio: + type: number + minimum: 0 + maximum: 1 + default: 0.1 + description: Minimum operating power as a fraction of rated power + max_current_density: + type: number + minimum: 1.5 + maximum: 6 + default: 2 + units: A/cm^2 + description: Maximum current density + p_anode: + type: number + minimum: 1 + maximum: 30 + default: 1.01325 + units: bar + description: anode pressure + p_cathode: + type: number + minimum: 1 + maximum: 30 + default: 30 + units: bar + description: cathode pressure + alpha_a: + type: number + minimum: 0 + maximum: 4 + default: 2 + units: none + description: anode charge transfer coefficient + alpha_c: + type: number + minimum: 0 + maximum: 4 + default: 0.5 + units: none + description: cathode charge transfer coefficient + i_0_a: + type: number + minimum: 0 + maximum: 1 + default: 2.0e-7 + units: A/cm^2 + description: anode exchange current density + i_0_c: + type: number + minimum: 0 + maximum: 1 + default: 2.0e-3 + units: A/cm^2 + description: cathode exchange current density + e_m: + type: number + minimum: 0.002 + maximum: 0.08 + default: 0.02 + units: cm + description: membrane thickness + R_ohmic_elec: + type: number + minimum: 0 + maximum: 1 + default: 50.0e-3 + units: A*cm^2 + description: electrolyte resistance + f_1: + type: number + minimum: 150 + maximum: 400 + default: 250 + units: mA^2/cm^4 + description: faradaic coefficient + f_2: + type: number + minimum: 0.5 + maximum: 1.0 + default: 0.996 + units: none + description: faradaic coefficient + + ALK_params: + type: object + default: {} + description: Alkaline cell parameters + properties: + model: + type: string + default: default_hri + description: Alkaline cell construction + pressure_operating: + type: number + default: 1 + unit: bar + description: Cell operating pressure + turndown_ratio: + type: number + minimum: 0 + maximum: 1 + default: 0.25 + description: Minimum operating power as a fraction of rated power + max_current_density: + type: number + units: A/cm^2 + description: Maximum current density + f_1: + type: number + minimum: 150 + maximum: 400 + default: 250 + units: mA^2/cm^4 + description: faradaic coefficient + f_2: + type: number + minimum: 0.5 + maximum: 1.0 + default: 0.96 + units: none + description: faradaic coefficient + cell_area: + type: number + # minimum: 1 + # maximum: 10000 + default: 300 + description: Area of individual Cells in the Stack (cm^2) + unit: cm^2 + electrode: + type: object + default: {} + description: Alkaline electrode parameters + properties: + e_e: + type: number + default: 0.2 + description: electrode thickness + units: cm + d_em: + type: number + default: 0.125 + description: electrode-membrane distance + units: cm + d_ac: + type: number + default: 0.25 + description: anode-cathode distance + units: cm + electrolyte: + type: object + default: {} + description: Alkaline electrolyte parameters + properties: + w_koh: + type: number + default: 30 + minimum: 25 + maximum: 33 + units: wt. % + description: Percent KOH by weight + membrane: + type: object + default: {} + description: Alkaline membrane parameters + properties: + e_m: + type: number + default: 0.05 + units: cm + description: membrane thickness + + costs: + type: object + default: {} + description: Set cost modeling properties for electrolyzers + properties: + plant_params: + type: object + description: Parameters related to the plant. + properties: + plant_life: + type: integer + description: Plant life in years. + minimum: 1 + pem_location: + type: string + description: Location of the PEM electrolyzer (onshore, offshore, or in-turbine). + enum: [onshore, offshore, in-turbine] + default: onshore + grid_connected: + type: boolean + description: Whether the plant is connected to the grid or not. + feedstock: + type: object + description: Parameters related to the feedstock. + properties: + water_feedstock_cost: + type: number + description: Cost of water feedstock per kg of water. + minimum: 0 + water_per_kgH2: + type: number + description: Amount of water required per kg of hydrogen produced (placeholder). + minimum: 0 + opex: + type: object + description: Operational expenditure parameters. + properties: + var_OM: + type: number + description: Variable operation and maintenance cost per kW. + minimum: 0 + fixed_OM: + type: number + description: Fixed operation and maintenance cost per kW-year. + minimum: 0 + stack_replacement: + type: object + description: Parameters related to stack replacement. + properties: + d_eol: + type: number + description: End of life cell voltage value. + minimum: 0 + stack_replacement_percent: + type: number + description: Stack replacement cost as a percentage of CapEx. + minimum: 0 + maximum: 1 + capex: + type: object + description: Capital expenditure parameters. + properties: + capex_learning_rate: + type: number + description: Capital expenditure learning rate. + minimum: 0 + ref_cost_bop: + type: number + description: Reference cost for balance of plant per kW. + minimum: 0 + ref_size_bop: + type: number + description: Reference size for balance of plant in kW. + minimum: 0 + ref_cost_pem: + type: number + description: Reference cost for PEM per kW. + minimum: 0 + ref_size_pem: + type: number + description: Reference size for PEM in kW. + minimum: 0 + finances: + type: object + description: Financial parameters. + properties: + discount_rate: + type: number + description: Discount rate for financial calculations. + minimum: 0 + install_factor: + type: number + description: Installation factor as a percentage. + minimum: 0 + maximum: 1 diff --git a/electrolyzer/type_dec.py b/electrolyzer/tools/type_dec.py similarity index 99% rename from electrolyzer/type_dec.py rename to electrolyzer/tools/type_dec.py index 530367b..713878b 100644 --- a/electrolyzer/type_dec.py +++ b/electrolyzer/tools/type_dec.py @@ -1,6 +1,7 @@ """ This module provides utilities for serializing/deserializing classes using `attrs`. """ + from typing import Any, Tuple, Union, Callable, Iterable import attrs diff --git a/electrolyzer/inputs/validation.py b/electrolyzer/tools/validation.py similarity index 100% rename from electrolyzer/inputs/validation.py rename to electrolyzer/tools/validation.py diff --git a/electrolyzer/tools/validators.py b/electrolyzer/tools/validators.py new file mode 100644 index 0000000..543bdd1 --- /dev/null +++ b/electrolyzer/tools/validators.py @@ -0,0 +1,30 @@ +""" +This module contains validator functions for use with `attrs` class definitions. +""" + + +def gt_zero(instance, attribute, value): + """Validates that an attribute's value is greater than zero.""" + if value <= 0: + raise ValueError(f"{attribute} must be greater than zero") + + +def range_val(min, max): + """Validates that an attribute's value is between two values, + inclusive ([min, max]).""" + + def validator(instance, attribute, value): + if value < min or value > max: + raise ValueError(f"{attribute} must be in range [{min}, {max}]") + + return validator + + +def contains(items): + """Validates that an item is part of a given list.""" + + def validator(instance, attribute, value): + if value not in items: + raise ValueError(f"Item {value} not found in list for {attribute}: {items}") + + return validator diff --git a/examples/controller_test_draft.py b/examples/controller_test_draft.py index 95f0083..265a204 100644 --- a/examples/controller_test_draft.py +++ b/examples/controller_test_draft.py @@ -2,7 +2,7 @@ import numpy as np -from electrolyzer import Supervisor +from electrolyzer.simulation.supervisor import Supervisor # import matplotlib.pyplot as plt diff --git a/examples/example_01_polarization/example_run.py b/examples/example_01_polarization/example_run.py index e9115db..1d3b2a1 100644 --- a/examples/example_01_polarization/example_run.py +++ b/examples/example_01_polarization/example_run.py @@ -1,32 +1,50 @@ """ This example runs the Electrolyzer on its own and generates polarization curves. """ + import numpy as np import matplotlib.pyplot as plt -from electrolyzer import Stack, electrolyzer_model - +from electrolyzer.simulation.stack import Stack +from electrolyzer.simulation.cell_models.pem import ( + PEM_electrolyzer_model as electrolyzer_model, +) -n_cells = 100 # number of cells in stack -cell_area = 1000 # cell area, cm^2 -temperature = 60 # temperature -max_current = 2000 stack_dict = { - "n_cells": n_cells, - "cell_area": cell_area, - "temperature": temperature, - "max_current": max_current, + "cell_type": "PEM", + "max_current": 2000, + "temperature": 60, + "n_cells": 100, + "cell_params": { + "cell_type": "PEM", + "PEM_params": { + "cell_area": 1000, + "turndown_ratio": 0.1, + "max_current_density": 2, + }, + }, + "degradation": { + "PEM_params": { + "rate_steady": 1.41737929e-10, + "rate_fatigue": 3.33330244e-07, + "rate_onoff": 1.47821515e-04, + } + }, + "dt": 1, } elec = Stack.from_dict(stack_dict) cur = np.linspace(0, 2500, 100) p_fit = elec.calc_stack_power( - electrolyzer_model((elec.calc_stack_power(cur), temperature), *elec.fit_params) + electrolyzer_model( + (elec.calc_stack_power(cur), stack_dict["temperature"]), *elec.fit_params + ) ) + p_actual = elec.calc_stack_power(cur) -voltage = elec.cell.calc_cell_voltage(cur, temperature) +voltage = elec.cell.calc_cell_voltage(cur, stack_dict["temperature"]) fit_error = p_actual - p_fit fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True) diff --git a/examples/example_02_electrolyzer/example_run.ipynb b/examples/example_02_electrolyzer/example_run.ipynb index 56d0aa8..06c00d7 100644 --- a/examples/example_02_electrolyzer/example_run.ipynb +++ b/examples/example_02_electrolyzer/example_run.ipynb @@ -12,20 +12,20 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 1, "id": "ce8c956a", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", - "from electrolyzer import run_electrolyzer\n", - "from electrolyzer.inputs.validation import load_modeling_yaml" + "from electrolyzer.simulation.bert import run_electrolyzer\n", + "from electrolyzer.tools.validation import load_modeling_yaml" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 3, "id": "e79a3fbd", "metadata": {}, "outputs": [], @@ -49,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "29b6596a", "metadata": {}, "outputs": [], @@ -59,7 +59,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "4b536aa0", "metadata": {}, "outputs": [ @@ -67,8 +67,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 14 s, sys: 127 ms, total: 14.1 s\n", - "Wall time: 14.6 s\n" + "CPU times: user 9.02 s, sys: 53.5 ms, total: 9.08 s\n", + "Wall time: 8.81 s\n" ] } ], @@ -88,17 +88,17 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "352eca62", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "electrolyzer.supervisor.Supervisor" + "electrolyzer.simulation.supervisor.Supervisor" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -109,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "2fadbc43", "metadata": {}, "outputs": [ @@ -162,121 +162,121 @@ " 28805\n", " 3.399991e+06\n", " 0.0\n", - " 0.0139\n", + " 0.01431\n", " 0.00001\n", - " 6.967001e-07\n", + " 5.721524e-07\n", " 0.0\n", " 28806.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.00001\n", + " 0.002093\n", + " 2.151003\n", + " 0.000009\n", " ...\n", " 0.0\n", " 28801.0\n", - " 0.002031\n", - " 2.08729\n", + " 0.002093\n", + " 2.151003\n", " 0.000008\n", - " 7.114274e-07\n", + " 5.895674e-07\n", " 0.0\n", " 28800.0\n", - " 0.001717\n", - " 1.764666\n", + " 0.001754\n", + " 1.803205\n", " \n", " \n", " 28806\n", " 3.399995e+06\n", " 0.0\n", - " 0.0139\n", + " 0.01431\n", " 0.00001\n", - " 6.967001e-07\n", + " 5.721524e-07\n", " 0.0\n", " 28807.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.00001\n", + " 0.002093\n", + " 2.151003\n", + " 0.000009\n", " ...\n", " 0.0\n", " 28802.0\n", - " 0.002031\n", - " 2.08729\n", + " 0.002093\n", + " 2.151003\n", " 0.000008\n", - " 7.114274e-07\n", + " 5.895674e-07\n", " 0.0\n", " 28801.0\n", - " 0.001717\n", - " 1.764680\n", + " 0.001754\n", + " 1.803220\n", " \n", " \n", " 28807\n", " 3.399998e+06\n", " 0.0\n", - " 0.0139\n", + " 0.01431\n", " 0.00001\n", - " 6.967001e-07\n", + " 5.721524e-07\n", " 0.0\n", " 28808.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.00001\n", + " 0.002093\n", + " 2.151003\n", + " 0.000009\n", " ...\n", " 0.0\n", " 28803.0\n", - " 0.002031\n", - " 2.08729\n", + " 0.002093\n", + " 2.151003\n", " 0.000008\n", - " 7.114274e-07\n", + " 5.895674e-07\n", " 0.0\n", " 28802.0\n", - " 0.001717\n", - " 1.764690\n", + " 0.001754\n", + " 1.803230\n", " \n", " \n", " 28808\n", " 3.399999e+06\n", " 0.0\n", - " 0.0139\n", + " 0.01431\n", " 0.00001\n", - " 6.967001e-07\n", + " 5.721524e-07\n", " 0.0\n", " 28809.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.00001\n", + " 0.002093\n", + " 2.151003\n", + " 0.000009\n", " ...\n", " 0.0\n", " 28804.0\n", - " 0.002031\n", - " 2.08729\n", + " 0.002093\n", + " 2.151003\n", " 0.000008\n", - " 7.114274e-07\n", + " 5.895674e-07\n", " 0.0\n", " 28803.0\n", - " 0.001717\n", - " 1.764696\n", + " 0.001754\n", + " 1.803237\n", " \n", " \n", " 28809\n", " 3.400000e+06\n", " 0.0\n", - " 0.0139\n", + " 0.01431\n", " 0.00001\n", - " 6.967001e-07\n", + " 5.721524e-07\n", " 0.0\n", " 28810.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.00001\n", + " 0.002093\n", + " 2.151003\n", + " 0.000009\n", " ...\n", " 0.0\n", " 28805.0\n", - " 0.002031\n", - " 2.08729\n", + " 0.002093\n", + " 2.151003\n", " 0.000008\n", - " 7.114274e-07\n", + " 5.895674e-07\n", " 0.0\n", " 28804.0\n", - " 0.001717\n", - " 1.764698\n", + " 0.001754\n", + " 1.803239\n", " \n", " \n", "\n", @@ -285,44 +285,44 @@ ], "text/plain": [ " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n", - "28805 3.399991e+06 0.0 0.0139 0.00001 6.967001e-07 \n", - "28806 3.399995e+06 0.0 0.0139 0.00001 6.967001e-07 \n", - "28807 3.399998e+06 0.0 0.0139 0.00001 6.967001e-07 \n", - "28808 3.399999e+06 0.0 0.0139 0.00001 6.967001e-07 \n", - "28809 3.400000e+06 0.0 0.0139 0.00001 6.967001e-07 \n", + "28805 3.399991e+06 0.0 0.01431 0.00001 5.721524e-07 \n", + "28806 3.399995e+06 0.0 0.01431 0.00001 5.721524e-07 \n", + "28807 3.399998e+06 0.0 0.01431 0.00001 5.721524e-07 \n", + "28808 3.399999e+06 0.0 0.01431 0.00001 5.721524e-07 \n", + "28809 3.400000e+06 0.0 0.01431 0.00001 5.721524e-07 \n", "\n", " stack_1_cycles stack_1_uptime stack_1_kg_rate stack_1_curr_density \\\n", - "28805 0.0 28806.0 0.002031 2.08729 \n", - "28806 0.0 28807.0 0.002031 2.08729 \n", - "28807 0.0 28808.0 0.002031 2.08729 \n", - "28808 0.0 28809.0 0.002031 2.08729 \n", - "28809 0.0 28810.0 0.002031 2.08729 \n", + "28805 0.0 28806.0 0.002093 2.151003 \n", + "28806 0.0 28807.0 0.002093 2.151003 \n", + "28807 0.0 28808.0 0.002093 2.151003 \n", + "28808 0.0 28809.0 0.002093 2.151003 \n", + "28809 0.0 28810.0 0.002093 2.151003 \n", "\n", " stack_2_deg ... stack_6_cycles stack_6_uptime stack_6_kg_rate \\\n", - "28805 0.00001 ... 0.0 28801.0 0.002031 \n", - "28806 0.00001 ... 0.0 28802.0 0.002031 \n", - "28807 0.00001 ... 0.0 28803.0 0.002031 \n", - "28808 0.00001 ... 0.0 28804.0 0.002031 \n", - "28809 0.00001 ... 0.0 28805.0 0.002031 \n", + "28805 0.000009 ... 0.0 28801.0 0.002093 \n", + "28806 0.000009 ... 0.0 28802.0 0.002093 \n", + "28807 0.000009 ... 0.0 28803.0 0.002093 \n", + "28808 0.000009 ... 0.0 28804.0 0.002093 \n", + "28809 0.000009 ... 0.0 28805.0 0.002093 \n", "\n", " stack_6_curr_density stack_7_deg stack_7_fatigue stack_7_cycles \\\n", - "28805 2.08729 0.000008 7.114274e-07 0.0 \n", - "28806 2.08729 0.000008 7.114274e-07 0.0 \n", - "28807 2.08729 0.000008 7.114274e-07 0.0 \n", - "28808 2.08729 0.000008 7.114274e-07 0.0 \n", - "28809 2.08729 0.000008 7.114274e-07 0.0 \n", + "28805 2.151003 0.000008 5.895674e-07 0.0 \n", + "28806 2.151003 0.000008 5.895674e-07 0.0 \n", + "28807 2.151003 0.000008 5.895674e-07 0.0 \n", + "28808 2.151003 0.000008 5.895674e-07 0.0 \n", + "28809 2.151003 0.000008 5.895674e-07 0.0 \n", "\n", " stack_7_uptime stack_7_kg_rate stack_7_curr_density \n", - "28805 28800.0 0.001717 1.764666 \n", - "28806 28801.0 0.001717 1.764680 \n", - "28807 28802.0 0.001717 1.764690 \n", - "28808 28803.0 0.001717 1.764696 \n", - "28809 28804.0 0.001717 1.764698 \n", + "28805 28800.0 0.001754 1.803205 \n", + "28806 28801.0 0.001754 1.803220 \n", + "28807 28802.0 0.001754 1.803230 \n", + "28808 28803.0 0.001754 1.803237 \n", + "28809 28804.0 0.001754 1.803239 \n", "\n", "[5 rows x 45 columns]" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -343,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "c05b73d8", "metadata": {}, "outputs": [], @@ -351,14 +351,14 @@ "modeling_input2 = load_modeling_yaml(fname_input_modeling)\n", "\n", "# change the number of stacks\n", - "modeling_input2[\"electrolyzer\"][\"control\"][\"n_stacks\"] = 6\n", + "modeling_input2[\"electrolyzer\"][\"controller\"][\"n_stacks\"] = 6\n", "\n", "elec_sys2, result_df2 = run_electrolyzer(modeling_input2, power_test_signal)" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "9a5c9fe1", "metadata": {}, "outputs": [ @@ -394,26 +394,26 @@ " stack_1_curr_density\n", " stack_2_deg\n", " ...\n", - " stack_5_cycles\n", - " stack_5_uptime\n", - " stack_5_kg_rate\n", - " stack_5_curr_density\n", - " stack_6_deg\n", - " stack_6_fatigue\n", " stack_6_cycles\n", " stack_6_uptime\n", " stack_6_kg_rate\n", " stack_6_curr_density\n", + " stack_7_deg\n", + " stack_7_fatigue\n", + " stack_7_cycles\n", + " stack_7_uptime\n", + " stack_7_kg_rate\n", + " stack_7_curr_density\n", " \n", " \n", " \n", " \n", " 28805\n", " 3.399991e+06\n", - " 0.399991\n", - " 0.012184\n", + " 0.0\n", + " 0.0139\n", " 0.00001\n", - " 5.746237e-07\n", + " 6.967001e-07\n", " 0.0\n", " 28806.0\n", " 0.002031\n", @@ -421,23 +421,23 @@ " 0.00001\n", " ...\n", " 0.0\n", - " 28802.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.000009\n", - " 8.412677e-07\n", - " 0.0\n", " 28801.0\n", " 0.002031\n", " 2.08729\n", + " 0.000008\n", + " 7.114274e-07\n", + " 0.0\n", + " 28800.0\n", + " 0.001717\n", + " 1.764666\n", " \n", " \n", " 28806\n", " 3.399995e+06\n", - " 0.399995\n", - " 0.012184\n", + " 0.0\n", + " 0.0139\n", " 0.00001\n", - " 5.746237e-07\n", + " 6.967001e-07\n", " 0.0\n", " 28807.0\n", " 0.002031\n", @@ -445,23 +445,23 @@ " 0.00001\n", " ...\n", " 0.0\n", - " 28803.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.000009\n", - " 8.412677e-07\n", - " 0.0\n", " 28802.0\n", " 0.002031\n", " 2.08729\n", + " 0.000008\n", + " 7.114274e-07\n", + " 0.0\n", + " 28801.0\n", + " 0.001717\n", + " 1.764680\n", " \n", " \n", " 28807\n", " 3.399998e+06\n", - " 0.399998\n", - " 0.012184\n", + " 0.0\n", + " 0.0139\n", " 0.00001\n", - " 5.746237e-07\n", + " 6.967001e-07\n", " 0.0\n", " 28808.0\n", " 0.002031\n", @@ -469,23 +469,23 @@ " 0.00001\n", " ...\n", " 0.0\n", - " 28804.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.000009\n", - " 8.412677e-07\n", - " 0.0\n", " 28803.0\n", " 0.002031\n", " 2.08729\n", + " 0.000008\n", + " 7.114274e-07\n", + " 0.0\n", + " 28802.0\n", + " 0.001717\n", + " 1.764690\n", " \n", " \n", " 28808\n", " 3.399999e+06\n", - " 0.399999\n", - " 0.012184\n", + " 0.0\n", + " 0.0139\n", " 0.00001\n", - " 5.746237e-07\n", + " 6.967001e-07\n", " 0.0\n", " 28809.0\n", " 0.002031\n", @@ -493,23 +493,23 @@ " 0.00001\n", " ...\n", " 0.0\n", - " 28805.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.000009\n", - " 8.412677e-07\n", - " 0.0\n", " 28804.0\n", " 0.002031\n", " 2.08729\n", + " 0.000008\n", + " 7.114274e-07\n", + " 0.0\n", + " 28803.0\n", + " 0.001717\n", + " 1.764696\n", " \n", " \n", " 28809\n", " 3.400000e+06\n", - " 0.400000\n", - " 0.012184\n", + " 0.0\n", + " 0.0139\n", " 0.00001\n", - " 5.746237e-07\n", + " 6.967001e-07\n", " 0.0\n", " 28810.0\n", " 0.002031\n", @@ -517,28 +517,28 @@ " 0.00001\n", " ...\n", " 0.0\n", - " 28806.0\n", - " 0.002031\n", - " 2.08729\n", - " 0.000009\n", - " 8.412677e-07\n", - " 0.0\n", " 28805.0\n", " 0.002031\n", " 2.08729\n", + " 0.000008\n", + " 7.114274e-07\n", + " 0.0\n", + " 28804.0\n", + " 0.001717\n", + " 1.764698\n", " \n", " \n", "\n", - "

5 rows × 39 columns

\n", + "

5 rows × 45 columns

\n", "" ], "text/plain": [ - " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n", - "28805 3.399991e+06 0.399991 0.012184 0.00001 5.746237e-07 \n", - "28806 3.399995e+06 0.399995 0.012184 0.00001 5.746237e-07 \n", - "28807 3.399998e+06 0.399998 0.012184 0.00001 5.746237e-07 \n", - "28808 3.399999e+06 0.399999 0.012184 0.00001 5.746237e-07 \n", - "28809 3.400000e+06 0.400000 0.012184 0.00001 5.746237e-07 \n", + " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n", + "28805 3.399991e+06 0.0 0.0139 0.00001 6.967001e-07 \n", + "28806 3.399995e+06 0.0 0.0139 0.00001 6.967001e-07 \n", + "28807 3.399998e+06 0.0 0.0139 0.00001 6.967001e-07 \n", + "28808 3.399999e+06 0.0 0.0139 0.00001 6.967001e-07 \n", + "28809 3.400000e+06 0.0 0.0139 0.00001 6.967001e-07 \n", "\n", " stack_1_cycles stack_1_uptime stack_1_kg_rate stack_1_curr_density \\\n", "28805 0.0 28806.0 0.002031 2.08729 \n", @@ -547,31 +547,31 @@ "28808 0.0 28809.0 0.002031 2.08729 \n", "28809 0.0 28810.0 0.002031 2.08729 \n", "\n", - " stack_2_deg ... stack_5_cycles stack_5_uptime stack_5_kg_rate \\\n", - "28805 0.00001 ... 0.0 28802.0 0.002031 \n", - "28806 0.00001 ... 0.0 28803.0 0.002031 \n", - "28807 0.00001 ... 0.0 28804.0 0.002031 \n", - "28808 0.00001 ... 0.0 28805.0 0.002031 \n", - "28809 0.00001 ... 0.0 28806.0 0.002031 \n", + " stack_2_deg ... stack_6_cycles stack_6_uptime stack_6_kg_rate \\\n", + "28805 0.00001 ... 0.0 28801.0 0.002031 \n", + "28806 0.00001 ... 0.0 28802.0 0.002031 \n", + "28807 0.00001 ... 0.0 28803.0 0.002031 \n", + "28808 0.00001 ... 0.0 28804.0 0.002031 \n", + "28809 0.00001 ... 0.0 28805.0 0.002031 \n", "\n", - " stack_5_curr_density stack_6_deg stack_6_fatigue stack_6_cycles \\\n", - "28805 2.08729 0.000009 8.412677e-07 0.0 \n", - "28806 2.08729 0.000009 8.412677e-07 0.0 \n", - "28807 2.08729 0.000009 8.412677e-07 0.0 \n", - "28808 2.08729 0.000009 8.412677e-07 0.0 \n", - "28809 2.08729 0.000009 8.412677e-07 0.0 \n", + " stack_6_curr_density stack_7_deg stack_7_fatigue stack_7_cycles \\\n", + "28805 2.08729 0.000008 7.114274e-07 0.0 \n", + "28806 2.08729 0.000008 7.114274e-07 0.0 \n", + "28807 2.08729 0.000008 7.114274e-07 0.0 \n", + "28808 2.08729 0.000008 7.114274e-07 0.0 \n", + "28809 2.08729 0.000008 7.114274e-07 0.0 \n", "\n", - " stack_6_uptime stack_6_kg_rate stack_6_curr_density \n", - "28805 28801.0 0.002031 2.08729 \n", - "28806 28802.0 0.002031 2.08729 \n", - "28807 28803.0 0.002031 2.08729 \n", - "28808 28804.0 0.002031 2.08729 \n", - "28809 28805.0 0.002031 2.08729 \n", + " stack_7_uptime stack_7_kg_rate stack_7_curr_density \n", + "28805 28800.0 0.001717 1.764666 \n", + "28806 28801.0 0.001717 1.764680 \n", + "28807 28802.0 0.001717 1.764690 \n", + "28808 28803.0 0.001717 1.764696 \n", + "28809 28804.0 0.001717 1.764698 \n", "\n", - "[5 rows x 39 columns]" + "[5 rows x 45 columns]" ] }, - "execution_count": 8, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -590,23 +590,23 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "2c64a4b5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -621,7 +621,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "id": "c513f706", "metadata": {}, "outputs": [ @@ -631,13 +631,13 @@ "" ] }, - "execution_count": 10, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -652,23 +652,23 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "id": "311f94c4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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YO3cu+vfvrzK1nTt3BgCMHz8eV155JXw+Hy699FLuZ1RYWIhZs2bhxhtvxFlnnYVhw4ahdu3a+Pbbb1FRUYEXX3zR1K+6detixYoVOOecc9CnTx989tlnuoQcFy6yjmrMUHXhwgUDiqzHV199Rf1cKz9ASEKWgvWnlcqgQZH1ePTRR8nMmTNJkyZNSCAQIOeeey759ttvdW2vvfZakpeXRz3PkSNHyF133UUaNmxIfD4fadWqFXn00Ud10gmEEFJZWUluv/12ctJJJ5G8vDxy6aWXkp07d1L7+uGHH5J27doRv99PWrduTV555RWTrIeC559/nnTq1IkEAgFSu3Ztct5555EVK1aon5eWlpL+/fuTgoICAkCVwjDKeihYuHCher46deqQq6++Wid7YvU8WH00omnTpqR///7Uz959913SoUMHEgwGSbNmzcgjjzxCnn/+eZPEBeu+CImNyX333UdatmxJ/H4/qVu3LunRoweZMWMGCYfDXH374IMPSIcOHUggECCnnXYaWbRoEfM7bdu2JaIomp4TC08//TTp2bMnOemkk0ggECAtWrQgY8eOJWVlZbp2Dz30EGnUqBERRVF3/7zPSGnbo0cPkpOTQwoLC0nXrl3J66+/rn5ufK8IIWTLli2kpKSEtGnThhw4cIDrnly4yAQEQih8sAsXLk4obN++Hc2bN8ejjz6Ku+++u7q74+IYRqdOnVCnTh2sXLmyurviwsVxBTeGzYULFy5cpAXr16/Hxo0bMXz48OruigsXxx3cGDYXLly4cJESfvjhB3z99deYOXMmSkpKMHTo0OrukgsXxx1chs2FCxcuXKSEN998EyNGjEAkEsHrr79uqibgwoWL1OHGsLlw4cKFCxcuXNRwuAybCxcuXLhw4cJFDYdrsLlw4cKFCxcuXNRwuEkH1QhZlrFnzx4UFBRwl8xx4cKFCxcuXFQvCCE4cuQIGjZsmJW6yoBrsFUr9uzZgyZNmlR3N1y4cOHChQsXSWDnzp1o3LhxVq7lGmzVCKXsys6dO1FYWFjNvXHhwoULFy5c8ODw4cNo0qSJuo5nA67BVo1Q3KCFhYWuwebChQsXLlwcY8hmOJObdODChQsXLly4cFHD4RpsLly4cOHChQsXNRyuwebChQsXLly4cFHD4RpsLly4cOHChQsXNRyuwebChQsXLly4cFHD4RpsLly4cOHChQsXNRyuwebChQsXLly4cFHD4RpsLly4cOHChQsXNRyuwebChQsXLly4cFHD4RpsLly4cOHChQsXNRyuwebChQsXLly4cFHD4RpsLly4cOHChQsXNRxu8fcTHEcOH8LGj5YDAuAN+OH1+yAIAgSPCEEUIYiAIArweD0QPfEit4IAQRQBQQAK8iF4vIAgqkVwc705yPcVxP4tCABi/xX8ubF2UM4T+1gUBOQHsvNTjEgy9h+pAiHE9JkQLocY+sNUzPeP8CGE5TCg9lwAQlXA4SMQIIAIseOCAEQqBchS4jnFWwMQEK6ohCxF1eOxJvHvQgBE9cnEnk38X6L2PPFnKgCxMRCF2DnizzmQE4Tgie3DRIjKlyAA8AbibaG5jscLoU7txDXi5/YIXoiCYT8niEBuHepz9XvFrI3h0aoo/qgIUz8TK3+DEKnQHZOIhN+q/gAE/ZgLh8uBkP48hAgIVwgAgfqMlN8DkWVUVSTObSr5LJo/oY1n7JzKvzXvghg7QU5hIQTRE38/PIAY+214PAJ8QRGIj3v85YTg8UDweHTXEyAgx5tj6iPxBkFyaht7DgAoCPqQ4/dQP0s3fiuvQmVE0h0TBAEgBGL5XghE0vU9JFXhcKRM2xogBPjtD0Am0P5UZSn2HmrnGQVSNIJIZZWhN4Lmuekhxl9sZS6L/Sc2/wmCCEGMHxcFCBAhih4IHhGiJzZ+ie/Gzu7xAb6gCFFU5sb4dYNBiN7E+yMA8Ape5PtyIRg7FawNBAo0zy3xUcArmuavTIAQgtLDIUiyeR5FNARPxQHT4SORclRIlfqDkQjwx2HzKcJANEy/j0hVCFIk4qi/eUVFOOuiPzv6Tk2Ea7CdwNj5y2a8ef9DkMmh+BEf/AVDIHobmNr6IuU4c8NjyKvYpzv+az3gnus9IGLi5fISgidLD6BHKKRr+7PcCJeEpyFC+dkN63Yy/jGwfcr3ZIUjoQgunvMf7Pqj0vRZO+EXvOV/EAEhqjv+eO0iPFurSHes0UGCafMlBA1zxq9N+mBri4HUa0cqP4cUWpfaDXBAEIvgL7wWgmB+xvnlu9Dl60cgEll3/P3OAl64SL9QN45E8ObuUuQZDNvXoufj/uhI07lFAZg1tCMu79goDXfBxhe//IYRL3xlWuwB4EbPUtzvfQ2ixjCLAhjSqBg/+/26thd/JWPERzKM2NjhNvxe53TTcUIIwkdeB5FKU78JG4i+1vDn94//S9/HxrtW4dQti3THQj5g5kAR37bQG9gXlR/FzAO/6Y7JRMBdkVvwjnyO6bp5fg+W39kTTerkpn4TFnjyky149IPNlE8Invc9it6ejbqjW31eXN2wGEdF/f2NWySh8xb97zPsy8e6s8Yj4i80nV2WyhA+8gpAjAZbuuGBL68fPP7WAEj8Lw4io92Pz6P+gQ26bxzKA+6+wYPDeRojjhDc+9sfGHakXNe2kvhxYXg6dpH6pit3bV4HC0f9KaNGGyEEf/3Xl/hsy0HTZw3wO94P3Is6gr7PS/NycV+9k0A0/SqoIHj0XxLq6JviYJ22+L79TSCCefMghf+HyNFljvvsEeocFwab6xI9gbH65Zc0xhoARCBHd1PbRnz5+KOohel40wNA7QoCL4n9AUBUEPBt0G9q20rcjYaC+SUHgE83m3dk6cbGnYdUYy3gFXV/A31fqMZaiPjUv3fy89XvB2QCv0xw9iZZNdbC3sRfaYOz1LaiFNb9yVU/anriSfFPjP+ZJ2Uil4HIh6j3X57fGBXBQkQ8QEQzF56+w7xL3uXz4We/z3T8HPEH6rllAqzd+hv1s3Ri5aZ9qrFmHMNB3s9VY00Zv/95c1RjLSAT9e/sTQlDSBm/8px81VgT5Khu/IToAY2xlur4sf5ikKO7mPf/e53TTMeCEaDDdvMYfpabgwjxqH8AIAoE3Tyb4REF3R8AHA1L2LjzEPPa6cK7G/eo/6+Mnd8rothbrhprVZp38NOcfNVYU8avMCSrxposJMZwf902qrFmfAdJ+GeNsZae940OCXJ4W4wl1PwBAAQRh4pamr5R6yjQbJ9+DIkg4IucHN18BAA5QhjthW3UK3+57XccqYpSP0sXDlVEVGPN5xF07+B5vh9VY03b7/fy81VjTRnDdjuJaqzp59FOqrFmnkc3aXriZAwzzzpmBaQGYO7cuaRp06YkEAiQrl27knXr1lm2f+ONN0jr1q1JIBAg7dq1I0uXLtV9LssyeeCBB0hxcTEJBoPkggsuID/99JP6+bZt28j1119PmjVrRoLBIDnllFPIxIkTSVVVle483377LTnnnHNIIBAgjRs3Jo888ojjvlihrKyMACBlZWXc30knnr1jNJkxpD95bOgwsuLZuWTGkP7ks4WvEFmSSTQqkUg4SsKhKHn/6e/J3JtWko0f7dB9/3+dziQ/tj6NVP3yCyFSlBApSmZ++ShpN78dmb7u/4gcCRGpqpJIVZVEfvRUQiYVksjODSQSlUg4/re59DBpOm4JaTdxecbv94Mf9pKm45aQAU9+Zv5w0QhCJhUSsuZJ9ZAkS6Td/Hak3fx25EDFAfX4ngkPkB9bn0b2z52rO8VLE9aQuTetJHu2HDKdfu4NV5EZQ/qTgzt/NX0my7L6J8kSkWSJRKWo+heRIiQiRUhYCpOwFCZVkSpSFY79VYZDpDIcIhVVleSZ0deTGUP6k5+//ZqUVxwlRyrKyeGKclJ29Ah59q5PydybVpLdvx4gR8NHSXm4nPz21VryY+vTyObevcnhqsOxv1AZufzty0m7+e3Iml1rCJFlQmSZyHu/J2RSIZEfaa7rryzL5IXPfiFNxy0ht7yyPoXR4cP4t78jTcctIY99uNn84ZxOsTHcvkY99Pmuz0m7+e3IwHcG6ppuvexy8mPr08iRzxK/hUP7K8jcm1aSebevMp1637atZMaQ/uSpm/6aUv9pY62M94FdO8iMIf3JnGuvIOFomISjYRIKh0goVEF2/byPzL1pJXl+7GoSOlJGQocPkcqy38meR6eTH1ufRnZOfICEoiESiobI7iO71d+tJEuJi695MvZ8Fl1v6tcN878kTcctIa+vM/8+041zH/mYNB23hKzf/rv+g9+3xfr3cLHu8PQvp5N289uRGV/NUI9FDh4kP7Y+jfzY+jQiy7J6/PtVO8ncm1aSZfO+M133i38vJDOG9CfLn5pt2T/dGEn6v2j8LxKVSDgSIaFQFQmFQqSyopJUHK0g6977N5kxpD95+9GHSDgqkVA4SkJVERIKhcm6JVvJ3JtWkg+e+y7WvryCVJRXkK1DhpIfW59GDixZRiqqIqSiKkLe/N/bpN38duSG5TeSiqooqaiKkqNVERJ9cSAhkwpJaP3LpDwU0f21un8ZaTpuCdn9R4XzQXGA3X9UkKbjlpBW9y8zf7jumdgYLrhad3jgOwNJu/ntyOe7PlePHXr3PfJj69PI9uuu07Vd/kxsvfn2Y/16QwghCx+8l8wY0p9s+vzT9NxMCqiO9bvaGbaFCxdizJgxmDRpEr755hucccYZ6Nu3L/bv309tv2bNGlx11VW44YYbsGHDBgwYMAADBgzADz8kdv7Tp0/H448/jnnz5mHdunXIy8tD3759EYq76P73v/9BlmU8/fTT+O9//4tZs2Zh3rx5uP/++9VzHD58GBdddBGaNm2Kr7/+Go8++igefPBBPPPMM476UpMhVcbid0TBA18wBwAQDVfFYtY8Irw+D3wBDwI5sd1OpMoQcxIMAgDkSAQQPYDogc8biLUlEgRvAKI/CNEfhOCLtfXKVfB6RPjif4XB2K6R5uJKN5Rr5PgocTrR+M473k8AiMgJn2fQkzhOwvHnFn9mCuRojLXxeM27uWhV7Pxef8D0mRKDJggCREGEKIjwiB71zyt64RW98Ik++EQf/F4//L7YX9AXQNAXQI4/CH+8Pz6IyMvJRX5OHgpy8lCYmw9fIHbPHtmPXF8u8nx5yM2NMRFCJIoCf0HsL1CIPF9e7HlJlYmYOX9uvG1I119BEJDrj7lfK8NZGMNw7BlTY60icVe3LzEuyhgGRP1zJ/G5QAwmxlWKsMcvEh8/H2X8nIA21sp45+TF2NxIKBQbb48PAV8AgUAOcvJiYyJFCQL5hQgUFCFYWBv+2rGYQjFUhYAngIAngEKNO1D7G4Y3znpLZpdgMP5OZPM9DPoMyw9l/IDEPfg9CdZeGT8hENC5/6RojKXyeM1LWzTMfge10I2RqP9TGEmvR4TP60Ug4EcgEEAwJ4ic3BzkF9WK9TkUgs8jIuDzIOD3IhDwIRCf60CEWPu8HOTk5cCbF3u3fHIUOX4vcvxeFARy4/ceRo7fgxy/B7l+Lzz+2LMJkAjyAl7dX34w9h6WZ5hhCykMt3H8AECJH/Xn6w6HpdicmetLuNvlUGy8xUBQ1zaqvofm80fiY+gLpPYeHquodoPtsccew8iRIzFixAicfvrpmDdvHnJzc/H8889T28+ZMwf9+vXD2LFj0aZNGzz00EM488wzMXfuXAAx//rs2bMxYcIEXH755ejQoQNeeukl7NmzB4sXLwYA9OvXDy+88AIuuuginHLKKbjssstw991349///rd6nVdffRXhcBjPP/882rZtiyuvvBK33347HnvsMe6+1HQQSXELCeokpixMWigvjhTVx9MIcVcTCScWBZ8Ym5SUF1SFN/5SGhYLZdKOygQRyRxTlE5UxSeCIM1gU/rrSUwEEUlzX56Ee5DEA14Fn95lqE40homMEKJZLMyu4nRBMSaUSU0L2hgmxk8/VsrCqF/s6eMHAMG48RSKZHb8ACAUjS/2lMlcXSw0i4JyD9rxAwBZWfC1Blv82Xhpi71icGdwofApfSFEvZ4Cr4/1Dsb6QzRB2FrDRvceKmMYNSds5GTRYAuxNk6KwealG2zK3AIAclXsHgTDeETj57Y0ujM4hsr7HQ2bn7FHHUND8ovP/B4q9xqVDcZXfEOsbjA1UN6JUIbH0HLjGz4a+69PHwepzKXaMSSh2D1o30FA8x5SDEL1PfS5BlvWEQ6H8fXXX6NPnz7qMVEU0adPH6xdu5b6nbVr1+raA0Dfvn3V9tu2bUNpaamuTVFREbp168Y8JwCUlZWhTp1EBtzatWvRs2dP+DULbN++fbF582b88ccfXH0xoqqqCocPH9b9VS80iQLKREMx2ETWYhE3WEgkMdFQF3sAUBYRw2KhNZ6qdaJRJkCvxmDT3INXE8SvGmyGGC8pSt8ZRjXPJ6OLRfzc0aqQ6TMPZQxZBhvV6FYMWTkaS8PTIKuLfZzFozJs0fh9U1hS7UIBJAw2MSdhHKjjR1ko1J19igybFbTnNhrdCYPbuNjH7kvWjKFXTPxWde+hMoZR8+9DeZ6hLLCkqsFmHEMWw0Zb7OO/cdHwPqkMG+Ud52XYUoEyhlGLTVM0YjS6lXnUbHTHstM1UI1u8xgqc2mmN04hlSG1MNj8BoMt/jvU/jaZY6hufGljGHsemdw41WRUq8F28OBBSJKEBg30WYkNGjRAaSk9G6u0tNSyvfJfJ+fcsmULnnjiCdx0002219Few64vRkybNg1FRUXqX5MmTajtsgY1A1BQDQmriYaHYfOLcYNNMhhsiiFkYGhiaeix/8/0gl9pNdGoDFtiUVAmGY8Qc00qYDFsTINNYwRndLEIcDBsmslcXewNKfIKG6Xb3Xs1zGCUzpJm2uAGLMZQljUGG4VhMxhsqktUM/Gzxg9IGMGZXCgEUYQnLu1gfA+VPhGZQJbMY6hd7EVBVBdGPcOmvIPVx7BFJRkRKTbvBL2GMYwqBpuecaGNIYm/U0aGTbIKS1AW+wyy3FYbX48v1icpaggtsWDYmPMojWFTDbbMjqFiEFI3virLnac/TGG6ZQbDxvJUAK5LtNpdotWN3bt3o1+/fhg8eDBGjjTLFaQT9913H8rKytS/nTt3ZvR6TuDlcqfRd/dcO0PG7l4QBHXirsrazpDys6e5RFmLPcVgIzKBHH8+RipfccV4vN6YPlOGoIwhdbGIj6GsGUPF4EYkAiInnr1qdNPYGcBkdOdkaaHQXsNksCmLPaCPYaOxM7KcWPC1DFsNWCjUMTSwnto+SYwx1EJd8HVubTbDlq0YtpBm08dm2OjsDH2xZxlslDHMhktU2fhGzEaxNz7PSZEU5lFLhi12zxnf+MZZ2CBnHCnAMrqVOFI6w2YZmpDBjW9NRrUabHXr1oXH48G+fXptr3379qG4uJj6neLiYsv2yn95zrlnzx6cf/756NGjhy6ZwOo62mvY9cWIQCCAwsJC3V91Qiux5bPaGXqVnSGLYTPvDM0xbHSXKJDFicbSJRrvl4ZJoi32AN1gkzSsh4lhU3f2mZ1kVIbNcndvdokC+sWC7hLVPAOGWzs7AeuM3X1EY7BpYqBoiz3RPB9+hk2JYQuaPksn1AXfaLB5tYH1FJaUKw5RMdgoDFt88VWSOjIFbWJKwPicI3EjxMvBsMUNaNFPX+wtkw4yGsPGfgdFJ/OohzWPVj/DprLctDhSpb9e/TOmzaWq0W14p6xCE7IRC1yTUa0Gm9/vR+fOnbFy5Ur1mCzLWLlyJbp37079Tvfu3XXtAWDFihVq++bNm6O4uFjX5vDhw1i3bp3unLt370avXr3QuXNnvPDCCxANoozdu3fH6tWrEdEsZCtWrEDr1q1Ru3Ztrr4cS2AtFADdnQZodoa0iYbFsFGC1rPF0CjxOXSXaLxfmoBtVsA61WDTPBvjRJONhQLQsjPOkg4Ag8HmobAzgmCROJLFpAO7+CdPIFYJQDlMXewTv03tM7DKMExXlqgdEkHr+mcsehKhA/oxNLMzAMOlZhXDljV3WoLlNom7UpJGAEbSASVpBOBd7LMRw0Zh2Gxjgc2bJnMssDKGZvHvbI8hPY7UPI8SQujvoTqGjMQRwxjKkgQpGgvTcF2i1YQxY8bg2WefxYsvvohNmzbhlltuwdGjRzFixAgAwPDhw3Hfffep7e+44w4sX74cM2fOxP/+9z88+OCDWL9+PUaPHg0g5mK788478fDDD+Pdd9/F999/j+HDh6Nhw4YYMGAAgISxdvLJJ2PGjBk4cOAASktLdbFnw4YNg9/vxw033ID//ve/WLhwIebMmYMxY8Zw96XGI06xCRC4Mgxl086QQuXbxbBRGTZld5+l2AvaRGPhEtUGygIMg03jplJLeCnnydZib8Ww0Qw2H92IsV8sDC5Rf/YYNnXBN8Y/OXHFaI0bTTkgq/inSBayRAHAG49nshxDXRxinJ1x5BJlb5oy7hK1YrkZYxiV4ou0zp2mZInqmRYul2gG38NE4o+5/B076cDMsLHnUUWahT2PZivpgDqGSn81BptEJJB4tQftXCqrSQcGo1txiTI2vsCJm3RQ7aWphg4digMHDmDixIkoLS1Fx44dsXz5cjWYf8eOHTr2q0ePHnjttdcwYcIE3H///WjVqhUWL16Mdu3aqW3uueceHD16FKNGjcKhQ4dwzjnnYPny5QjGd2MrVqzAli1bsGXLFjRu3FjXH+UlKyoqwocffojbbrsNnTt3Rt26dTFx4kSMGjXKUV9qMrTziWX8k93OUDvRsLJEGUkHgGaiiWbYHWOVdKAYkpSkAy6XqGahMDIH2ZCEAOA4cUQQRcDni8Ww8bq1q2A22OLPMxyVIclEVc7PBFS3tt+wIEcZ7jSJ4hLVjJ9Ow8syO616Y9hi/RIRjchUo5slzUJPOmBLs1SEM6vhZR2WYOMS1bm1WYu9hQ5bFt5DhSElRIYsReHxJvqszqMsT4Udyw1oNk1WBlt1Jm9ZZ9vrmW4l295gdDPc2tpNjLKxOdFQ7QYbAIwePZrJSq1atcp0bPDgwRg8eDDzfIIgYMqUKZgyZQr18+uuuw7XXXedbb86dOiA//znP5Zt7PpyTEDgdImyYi8oDJtpsVdlPWgGWzyGLeMMm1XSAWWisYlh07EzPAHrGXencTBshoBn0eeDbDTY7BYLhpYeAFRFJVVINxOoZLm11dgZ/USuuOZ1C0XcrcLO8rVg2LLmEuV7D21dojQtPUsNr0yzMxxaiIYxpLpE48/HtNhbjWE2pFk0xmCkqkpvsNnMozKFYTOHllgxbNmJBbYeQ4VhM298AYPRHaUbbFGGW1sbC5yNAvc1EdXuEnVRM8AlCcHKEuWJYbOSFIjv7qui2dkZ8lL5jmLYLOUEshMoy5c4YpAUsHLHmFhShpaexj2ZSaNblgmqoozFQnVp2y/2qnHDKcsCJJ5p5hk2egybtl9ao9vOJapPHGFvmlQdthohrWM/hrCR1qGKrmZB1kP0eCEIcden4T10xLDF71UmMiSt7mENcIly6VkyBMipepaaja9Vtn22YoFrMlyDzQUAO0kIenaTqDJsHO40i4BnZcHPFsNmPdFQDDamSzTR1ko7KFsuUU+8P1HD4g0kaXSzqlUYxlAUBfi9md/dV2l+f6YxpCwUAEPWw6GOHpDYyGSeYbN2iQJ6o1tl2MIGg43Gkmpdoob4qqy50yyFj83vIMAYQxZLGn8PxWpyiQqCYJHpGx8/iSOGTVutQqYY3RZaetlMHDGBYnRr51EdM0YRINeuMca5NFuxwDUZrsF2IkMXw5bY2bOCZY0GGyxiL8wlVSxkPbK0u2dS+YRYxl44jWEzInsu0dgzligaUCJrd68sFtHEeDHL4nAtFpnb3WuNQTPDZnbFAIz4pzDdYLM2umNGaqYZNh9XtraWYaO7RKkuNe2zMYxtNsYPSLDo9MXezHIDjDFU30G9+53rPcwSS8qqViFHiW6OtWLYAKMeon1oSdayRDnd2ux51Gx0R3my7U9QSQ/ANdhObMTnDEFTSxQwiz6yZD1ECx02szvNohalwrBlico3q+RrFi9HDJtZ1sOy/l3W3GkO4hDj7ghqpi8rcaSaFgvl3H6PaE5sYLjTFKNTz87QDTbZyiWaNWkWK5coW0vPkawHYDK6sy26ar3YG1hSqjSLDUtqlISQJUjxZ5QtPUSzNEviNytLZvFjLUuqzaakurWN2aPInh6iJUtqxbA5CC0RhBhzr0W25tGaDNdgO4FB1P8S3a5FMrhX2Fmi5sXClp2hinZmqWhxmLG71xog2onGTjiXQuXTF/vMx85oz09TWWcHPLNZUieJI9lwx1Q6TBoBrGPYtLEzgHWGYUIlP8PCuVZjSKsHa5MlSmVnAEp5sZoQw6a4RBksqQOXqFElXzunZSv5xxTDpukTdQw1Yy4IAn0u5cm2z5KnIsAbC2w3jzKSt4yJBdnyVNRkuAabCwACRI8nESzLYtiM8U9+82LBZtgsJhpvdiYaxR1j2hnSpA+gYWccJR1UnytGjWGjMmz0OMSEW9vsEmWPoYWWXiYNNsudPcMlmlQMGztLtDozfUWPOQZKvYdoVFdejMqwiR4AivqufmyV8auKypBl/XueTvBlGDpIHDEa3QyGTeuezNrGyaJahR3DBjCkWZTftwXDVjOSDjTxvRSWG7CZR6vRU1GT4RpsJzJU4dx4sCxjomGWVKHEXihUvlkSogZkqLHcMcqEKHjii1oM1IVClgHK7t5K1iNR/y477Awths0bv2eT0e1NQmW9mjLUEvFPfNlpAMOtzWBnWHICsdPXBLd27D2k1oOFIQ6Rlq0tCMyNk/adqDIa9WmE0wxDwKnRTWdJ1fHz+WP6gxkEqy6zIAoJe5mDJaW+hwzxaiB74sfW2fZmtzYztITyHkYZDCkARLLkqajJcA22Exp6JsHDWPCZ7jQLdiYqR/XJCxyxF5lc7AkhqjCvuXA4IzvNwhUDOGDYsiUJoajkO2DYrEQ7zS5RZXdfPRpQSp1Ly4WCJ+mAtdhb1KHMWsC6ypJmqloF/T3UvhPZiEN0xJLSxpARh5jIEqVXG8kGO6NunAzvoSAI8Hgs3NpRfRgJ1SXKocNWlWlPBVeWqDlpIlU9y6jrEnUNthMberbFG584mOnoxp03JWBdO6lGCS32onrcaRGJQIq7epgZhkbBTtrOXuO24GbYspTdxFoogITMAdNgi/IwbNUrKaD8PixjZ1KIYbNMOqjK1hiys0QVl6jOneYz3xfAE0tqiK8SBfg9mTe6E6XF+AqHa+tQagPxE2PIp8OWzQxDdR6lyOuINJaU8g4CDG8Fhw5bjWDYaDFszNASTfy01abJdYm6BtuJDUH3H3bshSYdXbZOR9cKI+oz1OzZmWws9gDNJWrDsOnYGU1gMKWWqGWGYabjnyxj2Bj1YGlGNzOGzX6xyOTuPiEnYJF04EgSgi/DEMjeGFrLelCyREUxsXGiZBk6MboD2XgPlcQfKsNGiX/SbPq02mROtfSyxZACmvfQKvlHF4cYnzN5qlVYMmzZjWEzjaEsJzLuKTWZeVyiynOxZNhcg83FiQkjw0afaLQvj0wz2CixM4CDicab+Z2hYkiIAuAzFGd3Ev+kGjaiCMGTmLCi8fNTS1NlWyWfpsPmURZ7hnCuVtZDyTA0uq+tMn2zkXTAVamCJ+mAEcPG2N0TWYYU/41nL2CdknRgG5pAcYkyi4eb2Z9sjqG2OoYKWlkjybyRAECNQyQyUdlHZgxbFtxpVky3x2PBsBnFj61cotRaolkuTWUcQ1pyBHjkkTQu0fhzUdhkLbSlqU5UuAbbiQyNDhuQyDKUDDs9j8bA0e3uKQHrWoZNP9FYBMsqpamyILqa4/OY69CxXKKOSuJwMGyZzhJVss1kGbKkn7RVhs2osq7JMlSQjEs0kIXdfUJhPbWkA5osC8BmZ6IaV5XXMO7pBo+WntYlClhXq2CLH1vJQmRyDONxiJaVDjgKh9MWe81vm8WwZcOd5rEYQ5rRrbLchhg2lSWV+Da+Wat0wMrW1v6mkhQglzkytV2DzcWJDZNL1CD4qJn87GIvtPpBeobNKh09CwHrXPpPHDFsSUhCKBN3tiodxK5J14AyZ4k6cIlyLBbZiH9KKumASxIibnQbWFKthpfHl2mGjS66CiQ2TjzJP8rGyUmmbzYWfOsxpDBs8f4LEOAREt+hCedKlir5yjuYjRg2+xJxMkWahSl+7LC8WCY3voAF062TkDGPodejf99om1/F6KYybFnyVNRkuAbbCQzD+65xqeknDlEUoJBStNgL40RDD5blkYTI5EJhof8UNQfKArAOdmYJdlq4RDO+2GsCsE1jqAQ7Mxg2RwHr1RWHGM8Spcc/JZF0wGl0Ky5mQRAheijXTiOsGDbRzujWJo7QaokCCWPIwqVWfeLH5qQDrYaXlhmnxj9pnotoCHuQsuhO86hJB1ZxiNahJQCDJeUoLxaWZDXBKt2ISDKiavIWQ4Bc9AEa6RTqxpcQBsOmeCpoG19FmiWzLHdNhmuwuVChTjS8VL6TnSGHK6b6RFdtSuI4CFinFZ1WZFIyHf8kiKJmDA0Mm4ex2Psp7AzNFQNUu9FtHf9kw5LqJCFsVPKNDFt8/Dx+n9mdnmZYlqZS458Ybu2Uje7ssaS8TLd9hiFdWsc4TsoGxpOFxd6ypi9F1oOWbQ8wNr5alz+jWgWQufdQe15ztr31xpcWgwgYKh1ELRi2LJUWq8lwDTYXKqwkBayCZRHh0Q9iu0SzUXg6ZFl02oEOm8PsNEA70WTRHRPmY9io0ixMlyibncnKGKoaXnz6T0BCOFY/hnHGjNPoVp6lN8MMKWAj66FmGLIYNp5qFdWbZciXOMJfz5eq4UVhZ9RNUzbGkPEOAvqMewW0En+AzcYXMI1hQPO7zZTRrZxXEPTX0/WHIxZYe686hk1iM2zqxsll2Fy4SFDN1J0hLR09mZ1hdUlCWBWdtnGJ8hhsskXSgeKOyebunpths6hWkYxLVGEyMwHL+Cd1DPW7b2rxdxsNL1PSgbrYZ2P87GU9WAybo4oj1RSHWGUZmkBh2BwErFvLsijvYDaMbivx47hLlBZawiWc6wXiJQSNYyiKgmpEZYphq9JkiJqTtxzMozYC5DSGTcrixremwjXYXEAJULPU8bJKR2dMNFQdtmqWhKC7YhguUSdJBxJ7d69kGWZjd8/K9LUtL0aRZnGy2KvsTLSaxzAtiSN0l2h2JCGs4p/MmyYAAGXBZ7tErTZOmVfKVxk2y0oHHAYbNYbNnuXOxqaJ9Q4C1qEliOqrw7CN7uoLTbAeP/qmiRqWoH02GpZUZdhoRncke0Z3TYVrsLlQYaXjpbxAusWCwbDRg2Xt2ZmoTBAxLkZpgnXRaWVnz8gw5Ihhkxn6QYQQNcswKy5RG4bNLJybrqSDuNGdBYbNsnA4yx2jHVuHMWyKaysrDKlmsSeGrCA1/iliz5Im5db2Z34MmfV8gcR76KUYbKwYNg1LaqWSL2WTJbVMOqC4RLXZyk6ytashNEEVPqZVqlBZbgeZ2j59XKhqdBu1MqEJLXFdoi5cJPSDrIJlqQybo3T0MDMdHcjCztAydoYjw5C12DMYNlmSQIjiqsnegs/KEjXFP1FEV1WXKGHVg7VYKDJaONyqlmgScYgsWQ8mw5Y9hjTWH73B7GFl+qpGd2qJIwFvZlnSWD1fpbyYVRwiJekgVZdoNsfQYh6lSbM4Li9mGYeYWZeoumlKJnmLYx5VGDZq8lYWQ0tqKlyDzYUKVi1RgBV7EQ+WZQk+0nTYQEzp6AGvqMqGZGpnGLKSE3BS/J2i/wQkmCsjw6adtLMTtM5g2FilqWguUc396hYLC5V81RVTbQybebGXZAkSiX3HTjhXlhNl11gxbNmJf9IyRqyavhwMm8JyEyNLqiT/sAWsFfmUdKMqKqt7NZPRLUtAfGPD5xKlaXgpLDclYD2bLKn6DrJdojz1YO3jELOfcc9XR5SDYQuzNk08DJvrEnXhQhPwTJloqAwbwyXqMLtJEDIfLMsluspT/J2pkk9fLLRMl8cwOWUCiRgo/Zgoiz0hhvJiSp8oCwXAGENqtYr4+GUwhs0yS5SSOKI1VuyMbi1rxRrDbLhiRI24qHHjxNTSo+mwCZQ4UkCz2FOM7gwzbJaSENrflKOkA038k2UMWzVkiXIybNBo+1EzfZ2MYYZdok43TYB1DBsztMTCre0ybC5cwC72gk3l82U3sfWDgMyrrFsXnXaeYQgTlc/IMFRofK83Vqg7w2Ap5WuNENlGS097v7yZvqo7LRuFwzkXC10dShsdNu1GRDS4tROiq5lf7AVB0MWxaeGhaXjBhmFjJR1YGd0ZYkkVI8IrCvAZswB1dSjNBpt2EwEAoFU6YGyaAG3SQTYMNranQvSZx1AQBMsxZMewsefRTDFsIauwBCfl4SgMKaAJLaGOYfbew5oK12BzocJjkSVKE3xkxbBRqXzRA7UGlsXOMGMTjaLDRhNdjaaedMBaLKQsZzYpu08pTGfYAH0cG0041yN41PqyvOXFshGwntDS40s6sKtDqdPw0jFsDKM7Szt7DyNT1K7SgVaMlF2aShnD7Gf6crnTAN17GI4fNyUd0IxumSPpwJ/5MUxkidIYNno9WFA2v8oY1qQYNutMbSUW2N4lyqrJLFsJkGdRD7GmwjXYTmQwSlNRJxrVHWN2pzFdotqFXRAsA54zn91kUXTaSbAsa6JhMWxZ1g5yzLBRxlAQBLoWG0/h8EwmHYQtdvc0lXyFnRG8EIXEuFBL4sR/14IoQBTppamytVCw5HVUaR2e8mIsdkZ9By02TRkyuvlYbr8qMwRwuES1khCMTG0g8SyzGkdKlfWIeyoiKYwhj7xOpj0VVgLkTuZRYwybIutBybZX5JFcl6iLExrK/Ggl62GpH2SQIFBdoqaAZ/ZEE8g4lc8TLJtKHUq6Qne2M5sSbm39JC8Igmq0JV1ejMPgDkczV8fQ6RgyJSGsNLxoAetZdKdpryNF9WPCTjpQjG4eHTYOoztT8U+W1Ub430HArjQVZQyj2RtDdeNLTd6ia+k5k2bh2fhm1lPhJOnAUryaybAZs+2jqrqA6xJ14QLWLlEala/bHdGEV03Bsmx3TE620tGpWaKM7CYHoqsK62Fyp2WbneEpbcQhfmyZ6WtROBwAqjIctE5XyTePoTJ+xvgnq6LTNFdMNIvuNIDt1hYZmb6gLPb2GYYUt3amN01c1UY43kFJUhdvGktKVclXtRCrT1oHAFWAHNAy3WZpFrPRzX4P1Y1vhjJ9Q1Y1mRnVRmjvIVseiZGprXkXXOFcFy5gvTOkKeXr0tGjFA2oGqjQbSmcy1X8nV6HUmZMNFJ8As6W2KNa/N0iQ03nUrNj2HTVKizGTxMbmAmXWkSSEY0zd9a7ewcZhlrRVatKFVksawSwk39oiT+AU3aGHbCerfgn3vEDrONIAQDaMVSlddgB69kYQ/UdDFeZxY9tGbbEmLPrwXIwbJnaNEWtBMidj6HRJSozxlAbppONbPuaCtdgc6GC5U4DNAwbrfg70lk8vDoMtmRqierbshYLdaHIegwbJ8NmUw9W59a2SDoQRQF+RZolA3FsWtYnaFX83UtxiXK401SGTWS7RLMew2YUP1YSf0zF380sKdslasVyZ9idFne1BqzeQaeFw7VaehaFw7MpzaJ12ZnFjxmZvpTEEVujm+rWzrDRzZOpbRhDJy5Ru3q+HkNlhBMNrsHmQoVVLVGRIpwLG4MtmdJGmdMPskpHT0PxdybDlu2AdZ/uulrQlPJZ4sd0ho29UACJcjWZYNiUBUgQAD/F5UWLn3EmusrOTstm8XcgkSVqFs5NQ/F3C3Ym0+9gSgwbq3C4NtPXKsMwi++hrloFcwztxY/ZLlF7t3aNZEl182jcJcqrZ+lmiAKoAQbbk08+iWbNmiEYDKJbt2748ssvLdsvWrQIp512GoLBINq3b49ly5bpPieEYOLEiSgpKUFOTg769OmDn3/+Wddm6tSp6NGjB3Jzc1GrVi3TNebPnx/TxqH87d+/HwCwatUq6uelpaWpPZBqhMeqliilFqUgCIl6ojwuUY7FIuNJB9QMNYZLNInC4SzR1awlHVgwbAkdL1p5MX17qo6XRXkxIPFsM7FYhDQZotQdNi3pgCLYGfuAzbBRJSHCWWZJWTpsXhbDRhHOtRVdzf47yLfYc7yDSjyTx6PTNpQZGYZAdqVZPF6vmsllEj92oqVnN4ZUt3a2hHP5SosB9rVEtWBl27uiuTFUq8G2cOFCjBkzBpMmTcI333yDM844A3379lWNIiPWrFmDq666CjfccAM2bNiAAQMGYMCAAfjhhx/UNtOnT8fjjz+OefPmYd26dcjLy0Pfvn0RCoXUNuFwGIMHD8Ytt9xCvc7QoUOxd+9e3V/fvn1x3nnnoX79+rq2mzdv1rUzfn4swVrWw2axcOISrc4aeDQdNop+ECEkqeLvTOHcrBlsSvwM2yWqF861donSy4vBVF4MyGwcovViH9WUNeJg2FTRVY0khGQV/5Q9dxrAjkNUq404kIRgZ2rTZD0y+w5WJZH44yjDUGVJqzfT11L82EZLj9CSt4hx42vhEs2wHqJlpnYyngqvfgzZFWNc0Vygmg22xx57DCNHjsSIESNw+umnY968ecjNzcXzzz9PbT9nzhz069cPY8eORZs2bfDQQw/hzDPPxNy5cwHEFtnZs2djwoQJuPzyy9GhQwe89NJL2LNnDxYvXqyeZ/LkybjrrrvQvn176nVycnJQXFys/nk8Hnz88ce44YYbTG3r16+vaytmQc0+U+BxifK4Y1JxiWZ8d08ta2RW6JaIBBIXqrNbLIhM1HJPJpX86soStapWoXOJKtIsPNUqNPdgWa0i/bt7rpI4gLOkA0odSsuyRv6A6bNMIJGtbVzs4++gpu4poDE8KaKrMpEhyZp3ioOdqYrKuvJl6UKlVYahnRai1pBjqeRHLRi2LGf6KsZ9xFTTl19LTxXOlRwY3WocaabnUQdj6KQ0FYthC2fP4K7JqDbrIhwO4+uvv0afPn0SnRFF9OnTB2vXrqV+Z+3atbr2ANC3b1+1/bZt21BaWqprU1RUhG7dujHPyYOXXnoJubm5uOKKK0yfdezYESUlJbjwwgvx+eefW56nqqoKhw8f1v3VJCg7e1mSIEv6Fz6ZwtNOqHxlsa/KmHCusyxRlko+1Z2mYR2Ni0V1sTPUTF9LlygPw6aZiLOspVdp6YrR/J68FJeoKYaNVpqKzbBJWR5DVhyiNjaLVjychM3vIGBg2TgyDIGY0ZZuKGMYoLLcZuFjwGEcKUPDixCS9cQRj5/OsLFcoqBp6TGFc9nlxTItfqwmjliOoUGaxUlpKoaepSKam613sKai2gy2gwcPQpIkNGjQQHe8QYMGzDiw0tJSy/bKf52ckwf/+te/MGzYMOTk5KjHSkpKMG/ePLz11lt466230KRJE/Tq1QvffPMN8zzTpk1DUVGR+tekSZOk+5QJ+DQMgtkdQ0k6gNOyOPbumExMNLJM1AWIt6SKXVkjWsA6wK5DWROyRGlB67bVKhyUF8uklp71zl7bR3PhepNwLlV01YJhq6YYNpasB2BgSWnuNG09WF3iiFVYgkaaJRNxiErij9UY8iz2tir5RpY7+xperHqitIoxgFNPBTtbOyHrkdmNr/UYOnGJGmQ9GMk/2fZU1FScuIImnFi7di02bdqEl19+WXe8devWaN26tfrvHj16YOvWrZg1a5aprYL77rsPY8aMUf99+PDhGmW0aeOsouEw/MGEgephiHYmVxYnu3UMtWwBb9Fi7SKnE3y0CFgHaMK52ZaEoMc/AVpZCP56sLrFQikvFg1ZKuVnYrGvsoxB1ASsJ1vWyCKGLduLRSJLVL9Qa39buixDiwxDwMiSssMSPKIAv0dEWJKzH4fIKhzuRLxaZUnpkhBANsWP6fHAbFmPZDJ9LZIOqiWGzbr4u908CrDd2kp4gCdL41dTUW0MW926deHxeLBv3z7d8X379qG4uJj6neLiYsv2yn+dnNMOzz33HDp27IjOnTvbtu3atSu2bNnC/DwQCKCwsFD3V5MgejwQPbEX0UzlK6Kd6dgZWsSwZWCi0Wl4OSwc7hW9uqzERMC6mWETBLOOVzTL2U1qeTFLhs2+0oG9BhR7d1+VbYYtyu9OA6wZNmodymxn+jIYNlEUIIgUAWsKwyYKIjxC7Fnp4xAVd5r59wEAAYXpzqTRbZlhyGDYtPFPDlXy1blMECB6ssNRsOqJ0rQQAe17mFrylhKjmzHhXMsxtGFJdXGI9DFkJY6oWaJe12CrFvj9fnTu3BkrV65Uj8myjJUrV6J79+7U73Tv3l3XHgBWrFihtm/evDmKi4t1bQ4fPox169Yxz2mF8vJyvPHGG9RkAxo2btyIkpISx9epLtDCihMLvjFYVilNZWTYHMh6WOzuM0nlK5OM3yPCQxFGtSoczlzs/drF3kr/KW74ZcmdZlnpgLa7t3GJssviZFdSQCm1w+vSBuxj2LSSArJFpYOsM2xWWnrUerBxLT0nmb6UdxDIrI6XdaavsmlyUs+XTyVfW/g9W6KrTLe2Jx3JW2yjW4kty1QMm/UYJiGPZHRrsxg2N0sUQDW7RMeMGYNrr70WXbp0QdeuXTF79mwcPXoUI0aMAAAMHz4cjRo1wrRp0wAAd9xxB8477zzMnDkT/fv3x4IFC7B+/Xo888wzAGLp1HfeeScefvhhtGrVCs2bN8cDDzyAhg0bYsCAAep1d+zYgd9//x07duyAJEnYuHEjAKBly5bIz89X2y1cuBDRaBTXXHONqe+zZ89G8+bN0bZtW4RCITz33HP4+OOP8eGHH2boaWUHHp8fqKykqKzTGTaaOyaZosXZkISg7goBuks0CZV8euHw5Bd76XAYYr5PZVV4oOxAjQwpoJGFoASsQ5ZBJAlCnGFNpbxYZuKfUigtZqxDGU+o4a1DGQknt1gQiUCuiMTG0IGh4GVkiQKAxyciGpGpNX1J1Gx0V0lV+jG0CEsAsvUepifpwKjhxWTYUghYl8MSIBGIOc6WSpa8jsfHX+kgqY1vBrUQgTRWjAmbN74AO3EkmkKWaHjXEQgBD3z1ch1/t6ahWg22oUOH4sCBA5g4cSJKS0vRsWNHLF++XE0a2LFjh04mo0ePHnjttdcwYcIE3H///WjVqhUWL16Mdu3aqW3uueceHD16FKNGjcKhQ4dwzjnnYPny5QgGg2qbiRMn4sUXX1T/3alTJwDAJ598gl69eqnH//Wvf2HQoEFUcd1wOIy///3v2L17N3Jzc9GhQwd89NFHOP/889P1eKoFqn6QKViWwbCpsRcOyuLQSlP5MxewbrnYA3SXKIudsUg6oKvkJ+dOO/TuVpSv2QNfSR7q3XwGxACj7waoWnpRymJPrQebuGcSjaoGWzIBz5nU8Urs7FNzxehU8nUuUQuGLQktPTks4cDT3yGyuxx5fypB7QEtub9rxbCJVIaNHodIl2bhZdiyLc1iw5LqJCGcudOSTRoJ7ynHgWe/B6mSUOfK1sjtUI/7ux7GPMosL+Zk4+tlG2zBDHoqCCHq74I6hhQdNp2eJaVaBb9bO7lqI+Xr9uLQ21sQOLU26l3fzv4LNRzVnnQwevRojB49mvrZqlWrTMcGDx6MwYMHM88nCAKmTJmCKVOmMNvMnz8f8+fPt+3bmjVrmJ/dc889uOeee2zPcayBFQOVKP6ewkRjpcPmzaBKvlX8E0Dd3auCnRwZhpYMW9g5wxbeU47yNXsAAJG9R1G+dg8Ke/ElpyQYNrOwrSqcK1E0vBC/t0CMgbHf3bOlWTLJsDlSyberQ0lj2CyMbidjeHTtHkR2l8f+/4u9yDurGP5G+Tbfgu46NJbUYzWGhjG3lGZhMmyZy9autCwPZx2w7kR01ehOS1aWpWzZNpDK2DM99N5W5Jx+EgTK74MGVj1YdnkxtgC5Ez1L5dmGozIkmdBDQJKELnnLSodNO49qJGXsdNi0+oJMl6iDd1AORVG25BcAgBjwgERl7vGrqTi2e+8i7VBjoAwMjVqaikfwUVkojCyMxc4woxpeYYuFQpYTqv1OXKLaGoYcdSidZDdVrNcnzVR8vY/R0owEO0NZ7GnsjNecuQVYlMWpplqUluyMg6QDncFGqUNp5dZ2MoZHDWNW8Y2DMVTcaWli2Oj1YOnlxTKZrR3iEc51IuvBy7CpiT/8i330UAhVWw4lzn0kgtDWQ8z2RrCqxjArxqhjSHGJmvQsrXTYEnNQVZrHUGvEB2mGD6X4u7bv1PeQkqkN0JIOYs/FyTtY+cNvIBEZ3no5qDPstGPeWANcg82FAawYKGZ2k0Udw2R2hplc7ANW7AxA1WHjimGzVMmP7+4dZDeFtvwBAKh9RStABKIHKhH9I2TzrRgUg40Q2SR+LFKSDgSPB4i7QamFp02ljarXJZq6O01p61HdvwA7hk0rIs27u48eqkJ0fyUgALWvOBUAEPrf71zfBRK/FSM7A9ATR2hZogCjPJX2GVHHMHNB64oRaJlhyBOHaCO6ahzDZFjuqp8PAQD8TQuR1y2mMBDaxD+GHkbVmPSUF7N4BzWyN+keQ2X8fB4BXkqsJ41hc6Jnqc1eTwfDFtocG6/cM+plLdkk03ANNhc6qAyNiWEz7+wBhzpslqWp4ot9BmU96PFPDlXyqRONvYYXb/yMdDisLvY5p58Ef+MCAEDVL2Vc39cahqY6hmqGGt3oBg/DZrG7z2iGocKSUtkZ66QDrf4TKAwpoM30ZYuu8i4W4e2xsfI1zEdOu5MAAYj+FoJUTndDGuGxqOmbqAfLUa1CoDA02mdk4dbORAwUV7URFktKc6cxRFeNLKkaR+qAnanaHqtCEzilCMFWtQEA4V/5K9N4GSwpq7wYLMSP2Sy3efxEUYBfLU+V3jG0HD+AGpqgjJ8AQZWZAegxbDoBcpP4sXOWNLwjMYbHC1yDzYUO3ngsBatosSn2IpnsJmrSQeZcMZbsjLYvDmQ9oJtorFTyncU/hXcfibWvnwsx1wd/k5jBFtlTzvV9nfgxo7SRqVqF1e7egZZeJt3aKjtj5YpJqayRdewMwJ90UBVf2APNCiEGvfDWjQlQh3fxjaFlliit4ogNw0YVzgWsWdKMbpwcuEQdCOeqDJuXwc44YLkV48zfrBC++KYpsu9oLGuUAyyGTTtHUMuLMVhuonVf2ySOKO9Iuhk2y3kU0CQdaOYgJRZY1GdK0+IQlXdQqzeYOLWzOMTooSpIZWFAhDp+xwNcg82FDh4vfWco2sZepOYSVaj8iEQQldK7M6ziWShEH10ln5V0oJtoOBg2zokmUloRu25xXuy/DWOB6uHdfIu96PFAiGdWs41ulmink/JiVm7tbMc/KW5OvcGm/P50CusOBTuV90ArKm0HdQzjC4XCkkZ2HeH6PovlBhguUYYOG/U9FD2AwnTQWNIMykJUcWUY2rtE7URXWaWpeFluOSwh+lslAMDfKB+eIj/EfB8gx5KAeOBlxJJqf196tzZ7HgWciR9nagxDVkkjgCaGjeKpMM2jsba0TG3jOwgkMY/G50tfgzyIrGSzYxCuweZCh0TQut7YYmc3OUlHtyg8rXmp0k7lJyP2yGLY1MVCG7BuFcPmLPYiUhpbEBSDTcksjOw9qt9lW4Dp1vZS2BnQ64kyGTaOpIPKTAjnJpF0oN3dK7CvQ2mMf4rv7B1IQkT3x8ewfkz3yVcSG8vI/gqu73sZZY2AxGKmd4nSGbZkdLxU4dU0L/aSTBCWrMSPrVlSalkjo0uUxbCpMWyc7MyBSoAAYp4XnvyY2K4yhlHOMWTGAmt+X9QScZRYYIC/vBiQOS09y0xtbX84PBU0ozshrZOGefRAbJy8DY597TUtXIPNhQ52E42RYYOajk6JvXBQUiWgeUkztTOkJh1QtIMAHoNNm3TAZtjUpAPOBT9hsMUmGm/dHEAASJUEudzMuNDAClpXA55TkmZhBzxnsjSVtYaXOTsNcOoSTU+GoVQehnw0CgiAt17MFar8N3qgkuscaqY2zSVKcWs70mEDNNnalDFU2Zn0Gt3ad9q60gEHS0qpNgIknolRS89p/FNUWew1QquK6GrE4RgaN01ad5/O6KZsmpj1YC2y7YHMJXAlYtgYZoMDgy1R4k+bJaokjdAYNmdxiIphfTyI5WrhGmwudLBjZ3gYNmrhcMByZygIQsY0oPhiZwyLvUQJWAeoQetWDJs60XDs7olMED0YWxB8DfLi1xHhqRVjtRQ3jR1Y0h5Mho3iErWtVmEhKZARaRYrdwxjDJ24RJkMm0MNNmWh8NQOqq4YZeGPHqzUB5ozoDBBdFkPStIBo7xYMlp6wQwxbNrzBahxiE6kWRguUUaWqFMdvci++GKvYWcSRrczho2e6UuRZlEMEc076BE8EBBr64RhC2SKYYtabJoIoTLd1MQfsOr5WjBsDjN9lc2RMm7HC1yDzYUOLNFOW4VunuwmTio/U/pBSjUFHRywM4BmwafoB1nFsPFMNNKRMCARQAQ8RQkXrRK0rhhzdmDu7pUxNO68FZY0nJrRncmyRlU8DBvLYBM0BptdSRxWHUrOnb3CwPg0C4W3dhDwCCARGdJhs5FkhFWWKL1aRbxvLB02R6WNYr+RdLOkqrSOV4RIrefrwOimaHgBiY1IqmNIY9iSfgd5pVmUeVTzDgqCwKhWYRPDlqGNU6VVHKksQa1OzSOPRPVUsBk2J0Y3IUR1iSphCccLXIPNhQ6OGTZasCxTP4idJQpolPLDaU46UDMM+VXyqQuFJCXERjkZNrUGHsdiIf0e01rz1ApC0Exa3pOUxYJTi01xa4cZY2gyus1B68m4RDOp4WVZD5bh1rZe7BkMGyPDkNsleihmkHlqJ0rhCR4B3jqxf/Ms+FZZoqrRTdNhi0R0cY62yT+U9zBT9WBtq43YjKGjTF9GWSNul2h8DJUxAzQM228hLpbUo2TbUxJHaHWZbVlSnfixTZZohmPY6PMoXR6J9g4Czhk2Jy5RuSIKEoprJ57kMmwujmOo8TOs+CeJ6BYFqkuUpv8E8AfLZoxhcx6wTnOnAYwYNkPsjCxLkKX4eTgWi2jcYPPW1huPqsHm0CVqrFZBW+wB64BndtKBRYZhBjS8+EpTGVhSYhGwzhnDpi4UnJIQ0h/0MVTc2tIhey02ZfxkKQoi658lzejW3YtGLDmZpIPMLfbxhAPaYq/tS0pubQbD5rA0lfRH3OiulRhDT0EgtlrKBDKHnp6XEQsMaLK1qUkHDGkWoo1hY7+DQOaytdUsUatKFYAzl6jWU8FIGgEceiriBreY74PAirc7RnF83Y2LlMFKOtAG8uoWC1qlAw3DpststAh2BhKxLZmKYbOsdGAMdiY0dkZjsFHKGpkU1jXPkCeGTVnstewMoFnsy+zdaQBbUoBWhxKwDnh2kjii6D+FozJkDhbCCawrHTDGkLrYMzS8bGLYeOUEFHbGU0s/ht74v6VD9iyp1rAwlYijuNO0bCFfeTGLGLYMMWyVdgwbJelAkiWQuJtN59amSELIMkl45EwMmzKGHO60iAT5aNzI0BhsgkeApzAeS3qIw61tIc2iGJS695DBsFmWFyNy3BWpR6ZKxPHpWQqA5n1zxLAxZFkAZ0y3ynLXCti0PPbgGmwudGBR+dpdj10dQ7Z+EHuhADKvH5SM6KpuotE8E30MG734u5al5GLY4jt7b23jYu/MYLOV9XAgzcKOYWNnGALpZUkJIYkxTCJxJKU6lFGFnTEknzBAY2cAwFMUd3NyLfYaoyVMfw91myaNm0gXS2oXmmCR6ZupLFFqwgFATTrQ9psu66Ex2DS/aTPDpsSwcbyD8fER/B4IOfoxT7CkTgy2qOkzrbdCAYtho8aSan/nWUz+CVmFJWjfQY2eJdNgU+6TUprKssQfz8Y3Pk96i1yDzcVxDibDppkEaWVxQJH1ABzqB2U4Qy3XT1l0nQSsaydTjYhqQvCRXsNQEEUu0VWVYatjYNjii710JAxilFWhwK4erDmGzZyhxmbYLLJENe6udC74VZrF2Hax0IDOktI1vCRGpQM5/kxEDpcokYiaVGB2icYZNg6jW/R4IAixfphKGynxTxFzDBvAG5pgpaWXmXqwlmEJ2r54zPFPgHHjRCtrpKlDyWDYuBZ7NQYxYKo/6chgs3CJipRqFXbix+xqFdlza3Nl23sZscACyyVqZtiowrlhfuHcqMuwuThRwHKnCaKAeIa5YaJxoB9kl3TgV3S8MlPpwLLotEGJ2zKGzacvs5Ioa8SKneEMWFd3hvr2Yr4fEAVABlc9SqasB6seLE04l5npy0460NYxTKfRrV14rFXyHWh4cTJsTmLYpMNVMbecR4iNmQZOFntBENTgamOmKK28mCCK6gZCp4fIrOmrGOjZq1ahxDUyY9goZY20vz37wuEWDJuDxV4ZHy9lsfcmw7BZGGzU0BIug00bs1gNiSMOSovRkkYA6zE0bpoAZ3OpEnZgDEs4HuAabCcwKMn1THeaIAjW6ejaeK0k9YMyReUno8NGzU6jSHoA2p0hKzuNM9j5SOxZiQX6vgiiAE9hnGXjYGhYGlB2DBurjqEONgHPits5nQu+Mn5eUYCPMpk7CVhnlTWSbDS8nCz2nqKAqRaidrHnqVihZoqakn8Ymb4WRndy1SrSvNhzM2xml6gAAR5RUzhcXezNmdqiKJiYMWUu4zG6rdgZVQ/RCcNmUV5MpuiwEUN7KtMtCJrNLyX5J2NubZ6wBAPDRmG5Ac1cqnHnKyypVdIB13tYFm9bi786ybEC12BzoYMVla8wNDqlfErhaaZ+kLpQ0JMOMp2hRk86oDNsyZTEMdUwjD8TnklGrpJA4ouaYpxpoeiycRlsTIbNJkuUVq0iyUzfdCaOJFPDEHAqCcGoQ6nEsHntY9ikI/GFgjp+istLViUHrGA3hiwBa22cZVLCuZla7KMWLDdAHUNm/FOYws5YudOcGN3x90tJMNBCOcalpZdmhs0cSxrvn3FskXjG6dbSUysdULPt6QwbS4DcmmHTjyGRZcjx7GenG6fjDa7B5kIHy+wmB2VxrPWDGOxMhrObLEvicDBsYDBsMpNhc+BOO6JkvokQKBOiGsfGIQuhih+bEkdYSQcWtURNAetslyigcWunMelAWSioBjdg647himFjjKGTGDZZMdjyzW0FnwdCINZ/Lrc2s0Scc4bNmZZeZkVXqewMQB1DpiSEwzqUKsPGs3EqV1huc1tPnPnmKRGnVqugJh1YSLMYajizxzD+TCwSR6rFU8GzaSLEsmKMaR7VVn+weQ8JIer7RTO6j3W4BpsLHRI6bOaJhsaw2eoHOXCJZmqiCVnVwFP6InIs9kyXaOqSEMpiLxb6TS4dAPDkK4sFTwybV3d99TijlihoLlG7gHWKKwbQJI6kUfxYYWeolSoA20xfGsMGn9HoVjLU6HGIXDt7dbGnu2LUBf8Ij8HGyNZWA9b5K44w2RkLd1q6pVks3WmAZdIBl4aXVR1KhenmYUmVxT7fPIZi3BCXjoRt3drWnookNr4OtPQyVprKMhaYoWdJc4ky9CxZsh7ad8DuPSSVUUB5lykbp2MdrsHmQgfL7CYaw0apdADYZDcx9YMyk6GWWPCdB8vSkw6MLlFGwLqThUJhZxiLvbLjlzh298zSVKxaohS3tsqwmRZ7hZ1huEQzIM2iGtzMgHUH4scO61BKDmQ91DGkLPaAZsF3MoaGjRNNdBVAorxYqlp6GoMqndIs1uxMNDYnaPsG+4B1nSQEo1IF4IzpVhk2ymKvjqtEbN3amXeJWpQXy3DSAb3SgbWnglptBEaXKAfDZpNtr7xbQtADgSUhcwzj+LsjFynByiWaCJa1rnQAMCYaG/2gTGSoRSUZkfjESJ1olP45Wew5yxo5CXaWDlsbbJ68ODtzlGOxZyQd0MYP0Bjd2vgnwW5nz4hDzESWqJXBre2LA2kWwUN3iRoZtnQt9kBibCUuho1hdLNcolY1fY1jaBFLqjPY0hiawKXhBejGUHWJGiUhLFyi9Hq+yhhaG906dxrF6BZ8IoRg3K1tM4ZW1Sqc6LCpngoH2dqZDi3JdVAxxioWGDC4RFkMW7y96PHGMqItoLyDrE3TsQ7XYDuBQSP1WbIeAEs/yEF2UzXoB2nLJDli2GgaXopKvinpgL5YOHKJltswbCo7wxPDZhf/RGfYQGHY2It99sSPFfeqbVkjlgaU1h0jMeIQmQwbfwybxDmGPDFQdi5Rcwxb/D3UCO1SRVcBy6QDjyjA78mcNEsydSh9hneTKpwrWcSwSXzJP6RKApQEIkoMW+w4X2iC1sA3iudSY0kZnopkNk4Z81RYJm8l4akAdDWZZZaepaOwhHhoyXHoDgVcg80FoFOm5impohPtVFxFjvWDzOcPZIDK12YrUlXWGRMNvdKBTQwbk2HjcKfFGTZW/JOzxV4x2Iyiq7H+EQJdfFIi6YAn/sk66UBZkNNqdCuLva0kBIfRrbpENccIYdahdCK6KiuyLCyGLd8Bw8Y0uu3qwTrJ9GVla6d/wbcs/q7th5OyRrSAdYrsCy9Lqib+BDwQGLF2iTg26/fQo2P/7I1uVd5ClkE09WCTCU3IlJZeuoRz1d+o16uL11XFq1MILUkwbK7B5uIEgOpOC5snAlotSpokBMChH0QrHp4BKl/riqEF8yuMiyN3Gi/D5kDWQ4m9YO7slcW+nCPgOV6Ch8WwAQaWTRFddVLpgJU44k//GKo1DJlljegaUFR3jGaxUI9Z1aHkNLp17jS7pANHcYgGdsY2SzQxLtTC4QCsNLyAzEizcNXz9QToZY1MLtG4wabV8LJyiXIu+IrBzRo/7Wd2TLf2WszkH10sMJ2BYmeJWjFs1Zi85Si0hDWPMt5BRwyb6xJ1cQLAadFidaEwGHj27hh2WZxMuGJsNbxYsh4a1oaVdCAxauDxxs4Aidg01kSjsjZREnPdWEA1uhmLPWAcw7jRLZkXColIkInWuLNb7LPMzmj7ohlDQgi3+LH2WbAYNjuXqD47zcatnUKWqIcS/wTQGTbF0IlK/O8gkBlpFkstPQdJI7EPYv0SNAHorCxfgN+lxuNOU7O1bRi2mNB4/PlzSLNo4/H4Ekes5tHMaulR30NGtRFapjYYoSUSYwydeCpchs3FCQUvIzsN0Ew02iBaxWCT9JO7rcFmURYnnYKP3HIChkWBHixLTzqQWe40B0kHqsGWS5+URL9H1WezyzK0i2GL9ZlidFMYNsCYOGLjEs3A7t4y/knbF22GIatwuLpYaOUELOpQxp+JnUtUzU4LeCAwxGF5459i/UgyDpGipWeOQ+Ss6ZtGaZZKy6SDiL5fcdip5EPnEqWzM7HP+Aw2nsXeSSypyEwcoXgqGPVg7UMTsrPx1SZvJVMxhkceicmwOdGzLLfe+B7rcA02FzpYFy2mTTT07CZ1d++IYctADJstw2adYegTtOwMY2dox7DxxD9VxIPbc+0XC9uAZ1Z5MW092CgtDtHMsAGsahXZEz9W2Rm7GDZKwDpgL35sVYcyrYt93BhXxtoKKsNmKi+WDh02G4MtA4kjVZbxT/wZhoB2wafJehhU8gnRuER5GTb2Yq+8n1xjyNo40ZIOtHIVKbpEM6Glp03eopemio+h0ei2YLlNngqGlp5CHjhK3nIZNhcnApSXgpBEORAFdCrfzM4AVnUM7WMvMhHDxlTJl60NNp6kAzbDxhc7Q6JyoiwVg2EDEpOQXQwUa7EXBMHarc1g2Ojix/Q+ZEIDKjGG/MK52t+dXdJBImCdUoeS060tVyoMqZXBpsR7yiA2z4cdw0Z3iSanw5Y9aZYEw5ZaeThAK+uhdWszKlVIUizLBvYGm7ppyuMxuu3jEL2M99BDewcFISFgzRNLqhhANlp6VdH0zKX2yVuMeZSaba+4tFnzqGHjKzlI3rIRrz7W4RpsLnTQZTdx1DGkuWIAi+LhlnUMM1c4PMd2sddPBo4qHTDK4vC6RNXdugAIQfakxLu7T1SrME/m1AWfYrB5BA+EOB3npFpFJuoY2rOkDgw25R518U/0xR7gd8ckGFL2+AlBjzrj2o6hnQ6bk3qwDrX0MiHNklThcIZwrlVZI1O1EZ1Kvo3RXWEdlhD7LAmGjeUSNY4hTcA6KZdo4hmny+jWxgLTk7esx1C/8WXII7Fi2JxoIXKM4bEM12BzoYP2pYhylMWhTTJAckkHmWRn2DFs/Aybuhgyyhoxddjs2BnNJCOIlMkwDnV3X8knKUAvi2OOgaK5tQVBsBY/jlapzIUWmYlhs1jsCaEGrSt9FgURopCY5pRYS10MG6PodOwzPneMXGnv0hYEAWJOfGxsDTYl6UDfjpl0QNHxStolqkizpImdAWxi2BwmHSTEj2lGN53lBjiMbo4xdMKw2cUhSrJxDM3yOtSazICl0a3V0kuX0W0pfAxoxpAjFpjpqbCZR+109DQVKKzG8FhGtRtsTz75JJo1a4ZgMIhu3brhyy+/tGy/aNEinHbaaQgGg2jfvj2WLVum+5wQgokTJ6KkpAQ5OTno06cPfv75Z12bqVOnokePHsjNzUWtWrWo1xEEwfS3YMECXZtVq1bhzDPPRCAQQMuWLTF//nzH91/TIHo8amo9V+FpT7IGG9slWpUBl6jjGDYqlU9POmAzbHyLvaQmHFi3E3P4YqDU4u9Oy+KwxI+1Y6W6rQijvFjmdNioYyhLSGhyJJ4fNTsN9DhE6zqUDhm2HGvjnHfBZ+uwMZIOaPVgme60eB/tpFnSKOthOYaspAOWwaaEauiMbuvFXhDE2NxmAZ4xVNylckXUXl7HdgwZBlvUPIZsTwV9DANpTjzgjwW2Z9hoLm3AwiXKK8sSSjwj0cJTcSyjWg22hQsXYsyYMZg0aRK++eYbnHHGGejbty/2799Pbb9mzRpcddVVuOGGG7BhwwYMGDAAAwYMwA8//KC2mT59Oh5//HHMmzcP69atQ15eHvr27YtQKKS2CYfDGDx4MG655RbL/r3wwgvYu3ev+jdgwAD1s23btqF///44//zzsXHjRtx555248cYb8cEHH6T2UKoZgiDA6yBDTX3pZFlXgsU2HZ0iC6Es9mFJNu0+k0Vl2I5hc6DQTXHFABY7Q96AdY6EA+3nChPAAsudFusjTUvPnHQAMHS8tMKYWUoc4So6begbUxKCEsPGVYcyDe602OfKgs9psLFcoix2poYK51ZZukStGTZdwDohgMKSUmLYjC5R2YnoqsqwWcSRKp/JHPI6SmiCkSX1WrtEQYlhY7pEjfNrHOkWz7WdRx3EAqsMoinbPsV5ND5+QsADgbL5Oh5QrQbbY489hpEjR2LEiBE4/fTTMW/ePOTm5uL555+ntp8zZw769euHsWPHok2bNnjooYdw5plnYu7cuQBiL/Ps2bMxYcIEXH755ejQoQNeeukl7NmzB4sXL1bPM3nyZNx1111o3769Zf9q1aqF4uJi9S8YDKqfzZs3D82bN8fMmTPRpk0bjB49GldccQVmzZqV+oOpZtjGXjDS0fkmGnuXKJBGKj9qJ+sRv0cDE0NjaNhZogyGTVnsPela7J2yM2xpFoki2snK9NUzbNryYtkRP7YOWKfXobR1p1ElIaxEV1N3p8U+52NJld+MySXqVSod2AvnJsvOpNvolmSCsGShw2YnCaEVzmXVoWQUDo86ytSOv4cWDJvg8wCKwcUbh8jJsNEkkuzd2tbyOtmbR+mxwLR6sMwSf7ahJXYb3+M7fg2oRoMtHA7j66+/Rp8+fRKdEUX06dMHa9eupX5n7dq1uvYA0LdvX7X9tm3bUFpaqmtTVFSEbt26Mc9phdtuuw1169ZF165d8fzzz+socLu+HMtgUfnU7CaGQjdT1sMiS1SbfZQ2Kj+siD3yZxgCNlmizBi25Fyi3Awbp0vUqfgxy61NLYujq8tJc2tnTjjXMsMQgq5vdoXDdTUMrepQcrOkThk2zjHkdokqbs7Ec7fNEmWwM+nO1tb+FqhjyBBdtatDKdDGMEl2xkn8k8fhxknm2PgC1jFsTuMQ071xSsyjScojUQTIBYOLWrKbR20ztfnm0WMZ1WaKHjx4EJIkoUGDBrrjDRo0wP/+9z/qd0pLS6ntS0tL1c+VY6w2vJgyZQp69+6N3NxcfPjhh7j11ltRXl6O22+/3bIvhw8fRmVlJXJyckznrKqqQlVVgpU4fPiwoz5lC3Z1DHlKqiRTeFoUBQS8Iqqichp3hjaiqyqVby8pkKDyNccIST3pQIlhy+Nc7DldorTyYlYuUSbDZiovFoiNH8WtnYk6hpW8KvnaskY2oqsCNf4pDVmiWYthY7Azjhb77EizaM9jXc+XoZJPqzYCo5YenWFTXKIipywLYB//JOb6IB0Oc8SSKi5RVvIWK0tUE8PG1LO0kWZRYtjSFIeoVL1gJh04SN5SXdq88ki8SQec7+CxjOP3zlLEAw88oP5/p06dcPToUTz66KOqwZYMpk2bhsmTJ6ejexmF/USjWSx89MmU7Y5hp6MDsR14Wg027p0hPYZNL5xrXuy1CyezaDE3O5OupAM2w6b0kSrNwmDYqAyNVEVlaDIRw1bF4xLlzjCMu2N0OmwWLlHOxYI/DpGTJWVkiWoNbkKIKrFAy/RNRrwaSL80i6qj5xUh0rKg7eJIaYXDAX2lAwbDprhEvZwubSHotY1/4ja6VZeoMdPXOukg1dASQMOSpqm8mMqwOawYQ51HnWbb8zJsHC7tYx3V5hKtW7cuPB4P9u3bpzu+b98+FBcXU79TXFxs2V75r5Nz8qJbt27YtWuXypCx+lJYWEhl1wDgvvvuQ1lZmfq3c+fOlPqUKTiJvRAEQdW0omlAmSeaeGA4pTQVkH4qn7s0lZOSKj66wcYsWpwGDS/t505kPYyZbMqCaSecC/BoQLENtkzEsFlmGBoZUomeJaomHfDWoeR2x6Q56cBGhw3QJx6oYyjxLPaK+zQ7DJttLVgGO2MlCQFRhCAm3jcWw+bc4LZf7LWZolaw9VQYZVMoTLfq1ibGTROnwZYul6idALkTeSRGtr36HiY7j3IkjRzrqDaDze/3o3Pnzli5cqV6TJZlrFy5Et27d6d+p3v37rr2ALBixQq1ffPmzVFcXKxrc/jwYaxbt455Tl5s3LgRtWvXRiAQ4OoLDYFAAIWFhbq/mgjbDDXjzlBZ/LgWi/gLzYyfyUw6Ottgi/ePJ0uUKglhUdaIWyU/bhRwMmwkLINYaGR5dAYlm6FRYaOl56zwdPpV8q2zRBkGN8slqkpC0Bg2/fmJLKvPz2rBj1WqiJ+D2yWaWgwbYDS6479vymJPQCBpJVhsJSHSHLCubJqYtWAdjCFLvJrhTlPix+xdog4MNpXpTtLo9rIYNoUlNcchVr/RbRGWALCzRKnySKykg9RcouoY5rgxbBnBmDFjcO2116JLly7o2rUrZs+ejaNHj2LEiBEAgOHDh6NRo0aYNm0aAOCOO+7Aeeedh5kzZ6J///5YsGAB1q9fj2eeeQZAjO2588478fDDD6NVq1Zo3rw5HnjgATRs2FAnybFjxw78/vvv2LFjByRJwsaNGwEALVu2RH5+Pt577z3s27cPf/rTnxAMBrFixQr84x//wN13362e4+abb8bcuXNxzz334Prrr8fHH3+MN954A0uXLk37c5IkCRGKplaqyKlTC15Jgj9QSyd7EqxVB7l16iIcieqOiwGCYJEIePTHSePGkCsrURkKQYofLxAKUOIvgV/269oicBKQ3wSQvYD2eByNC72IhD2oCoX030sSAUFCowIPCn0y/XyBukA+AWSf2h9JllDsjzGyciTxvUggALmkBNGCAvVYqDIceyYAwpEqCNHEZCMGc5Bbpy7g81veSxWikAoEhH0yBIt2BATRQgEgQMWhcngYNQ8jkhy7LoCj5eXwBxOMr78ACBaJCEtVap/CHm/svmrX1vWzrq8uPILHUQyUsY4h1QXmEJZGt42cgFmHje3WZrm0Y5+xFwE1ptCmUgXghGFjZIl6tKySDCislUUMGxBbOD2It+UMWE+7hheLYWPEkTorHE5nZxRJDVuXqAN3Gn/iSHwMGQybqR6s4qmg6bBVs1ubX4eN7hLlK/GXqkv0+GfYqvXOhg4digMHDmDixIkoLS1Fx44dsXz5cjWYf8eOHRA1tHePHj3w2muvYcKECbj//vvRqlUrLF68GO3atVPb3HPPPTh69ChGjRqFQ4cO4ZxzzsHy5ct1khwTJ07Eiy++qP67U6dOAIBPPvkEvXr1gs/nw5NPPom77roLhBC0bNlSlSBR0Lx5cyxduhR33XUX5syZg8aNG+O5555D37590/Z8CCEoLS3FoUOH0nZOLdoPHQgQCYLgwbZt29TjzXr2QZPuEYT9Qd1xX90o2l9aBF9A0h2P3P13gBDsOnoUQvx4R29HtGjZAnm+PF1bFF8C1D4XCBYB2uNxjOxUgHA0D7nh37FtW1nK93hZCy8uOrk+6gQr9P1QcOZ4gEhAGYDy2OeEEIxrOQ4AcHD3Qfwu/A4AkHr0gNyxI34vKEBZ/FyyTND+0iIAwPbt23WnbnrO+Wjc7VxEcvLo145D6uQBkfNQET4AYdtvlvcjnZ8PQggqSndCoATJx28AZ14V2/Ts3L1H9w41PNOLBu2LEPYewrZtR2LNvR5IE8ZD8uh/B1fWuxK983tDNrpVOFyiQKyOIXOR5gQhxKasEf9iD9Bj2NiCnYn7s9rdaxd7q0oVQCKgXQ7x1hLlZdgoMWyae5dkCYq9lhg/usGRqSxRasIB4GgME4XDDeLVqTJsnDGIQLzEGPRCrTTYeypS0WGzMbrj713akg7sKh04CS1Rk7d4s0QdukSP4xi2ar+z0aNHY/To0dTPVq1aZTo2ePBgDB48mHk+QRAwZcoUTJkyhdlm/vz5llUJ+vXrh379+jE/V9CrVy9s2LDBtl2yUIy1+vXrIzc3l17DLQUc9PpBSASi6MNJjRupx8v25yIcqkTBSXURzMtXj1eWh1FRFoY/x4uCOgkDuIoQkGgU/pNPhhh3Gf9e+Tt+C/2GIn8R6ufVT1z0SA5Q+TuQWxfI1xyPw/v7UVSEJZQUBVGYk3oBX89vR1EZkdCwKIgC2vn2VwGQgTpNVeFVSZYglcUmqOa1mquljcKlpZAPH4anbl346tSJtY3KOBSsAAQBJzXM0536j9IAouEwiurVhz8nl9nH8L6jAAF8dXMgsBa1OCIHKkAkAm+dAEQ/+/U96POAEII6DRvpJrrDv1UiEpKQV8uPYF7secihEMKCAMHrRaB5c7Wt77APvn0+RCujugB33sLTlREpZYNNW7yaei4HwscAEjFsNA0vxs4eADwWKvlOFnsxvtgTu8WeEUcqiAIEUQCRiW0covbendSDzZToKjuGzfli77gOJW/iDw/Dxmt0K9naHPJIAD1b2z6OlP47CqjlxbLNsHHEIVLKwwHpdIlWu1mTMRy/d3aMQ5Ik1Vg76aSTMnINn8cDQmSIokfHQFb6fSCRMPw+n+64HBER8QJ+n1d3HKIHRJQR8Pshxo/7ZB9ESYTHrz83wj4gIgA+D6A9HofXL0GQI/D6gwgGUzfYBG8EApEQCOYgGKS88F4AEIBgjqoRF5WjECtihlNOMEc1VESPF5Iowuf3wxvvezQiweeNQhAE/X0i9nwFT+z+/ZR7BWIMkuiJB8jnBNmsWRyegAwSluD1BS3lB3xeL4gsIxAIqKWqAKDKJwPRKAKa5ysDEETRdA++sA+5tXIR/iOMaDQKnzJhWiz4Sh3DsJSeTF+dhhdVEsIpw2Ze8Jk6evGFQvR4dQHuRqgZhhwLheIyJREZRJKZ481yicb6I0CSiRp7F7sfShypJruSWg9WCsdqsRo2gunW0lNFV5kxbNbSOlTxaoMBzRpDJdPdm8bFXszhM7q9NkkHkjEOlebWTjrTV2HY0qvDFnSYbe9EgDxtWaLHsUu02muJuqBDiVnLzWUzM5mCYqAYMwyV18hUQo/ygXoOMBtTr614lGSbOn28UBLpRCY7GW+g+dzcZ3ZbtSnl9Orzs2JGtSWGeOK94k2ITekulQ1jPH6ib0xtK0CA4BEgQIAkaYPWFeFVlkstfYkHyjm8ogAvzbix2dmzYthowrlJ7+zjJYoU9swK2jZWDI2V+DGVoaEs9oIg0Bd81Yi1rgebtoB1XmkdkW5068bQoYaXqsNmU21EFc11YHTbukSTTjpIg0s0zbIe9ka3IuvBsXGyiUNMmWE7joVzXYOthiPdblBH1zQaTSxbi2LgCWAYbOq56Ts/kWEsJgvlPFRbSHcNsxEmCIL++VMMMNVeszi/5RhqTsAz1mqMlN3zUZtxWGxM4zrW3HScW1IgHQybTXaak4UC1tIsSavkxxduMWBvsAkeEUK86oYVQ8NyiQIM8WObTF+dHqKuvBjbrZ22GDZb0dUkKh0wNLyMMYTci31I0WHjMbodxiGaXKI2lQ5o2fZMPUvrbPtQmmLYMuLWZhR/N1YcUTK1reIQCSE6Lb3jFa7B5sIMJsPGMCgoDA2LpbNj2JRTpan2u3oeajA40XU4cTjeN9P90owk9ZD5/Il7ZxtiKlPG+yZyPiABdMNOYBpytLaMfnOIHwPpMdiUhYKp/2RXqYJRmoruEk3SFRNytlAIHAu+nUsUiMkgqeeksDMAg6GxMdjUgPV0Fw53WG2EKpyrxrDRNbyMY6gK59oabApLyhPDxhmH6LS8GEWaxSPGjiWbdJA2hs0u6UDpnwMBcl3FGJmo0w9zDK2SDqIEUH4DHEb3sQrXYHNhgh3DZjLkBLMRxmbYRPq541AYNicu0WbNmmH27NnUz1SGjf6ppl8ag41xbZqLs9WpLfD0v/5JZdgID8Mmc7TRQlQMYZt2LNaMchnWeDPH0GZ3n07xY2XBYdeCdVASB0i4Y3TCuYwsUc6yVMTBYh9rF88ytCgxxlrsY/2MjYu2ADwthg1gGWya+6G4tZVYQUWaJVWoWb5JVhtxouFllPXgLU3lhCXVMmxWngA78WMn5cWY9WBZmyZverNEQ7ZJB/zJP4laouZNE2DxHlplaldpQgFSTHSqyXANNhcmqAs1g52hfSP+BdM5tLjuuusw4MprTW214PX48UIlsBgM2+ovvsal196Bho0aQxAELF68OMGwGW+YJyaN0t7aJaoG2fGdU3ljbRbSR2fNRp9LL2OzpBSXaKw7lDE0XopTAyodi0XIjp1xslBIUuJ58zBsTt1pHIs9kFjweVyiMo1h81q4RCMcBpsgWGb6at1e6WBoVB09h8K5iro/Nf6JmXTAcGvbSULE4xB5WFK1jUxALDYldpUOjEkHyZUXY7hE/el1a9sLkPOLH9OMbslCgDxhdFsYbPFNkxDw2ErrHMtwDTYXZrAYNjAOWyUdmFg6O5eoc4aNBZkQjXuT2gJHK0I44/RT8eSTT6pH7VyiVAPM1JRwJR2ooXyck4wqoGzHfDhhSWlxerBIHLGNn0mfOybBsDkz2CzLGoEew2asIRlVF3sbl2iVM4aNyyWqqedrfIc8NJeaXQybA5ea1rBKC0sa4WVJDUa35CCGTbZ2iXLHIXK40wS/qK6c1ka34tbmrBhDKf7OlPWwMLiBBEuafpcof8UYSZYgxyc4vdEdN658LIaN/h56rWLYHIzfsQzXYHNhgq2xxUg6UBb7N998Ez0690DnJp3RqXkn9OnTB2PHjsWLL76Id5a8D6HRmRBOaqHq7I0bNw6nnnoqcnNz0fWMNpj76FSEw/pJ7r333sNZZ52FYDCIunXrYuDAgcz+P/fcc6hVqxY++ugj9RiLYbu499l4eNzfdOdTXZmsGDZq0oGgu7ZStqy8vBx/HT4ceXl5KCkpwaxZs9CrVy/ceeedsS+qLlH6vTRr1gwPPfQQhg8fjsLCQtx8x60AgHsnT1Cf2SmnnIIHHnhANebmz5+PR2fNxn83/Q/BvHwIgqDqDpaVHcJd40ajWasmKCwsRO/evfHtd9+Z79EKdrt7X/rcMYosAZudURYK+0oHugxKCsNmTDqQ1Rg2XpcoL8NmL7yqXpMQyJL+OaoLvs4lyohhE1gutfj9U8ZQFAX4venL9A3ZMmz0LFG6JARLw4tusMkccYiEEGcMmyBwJR6oRrex+LuGIdUx2kofNeOtGDoSMVzH5h1Mt3BuMsk/2kQJqtFNeQcB81zN5xJVGLbjN+EAcHXYjikQQtJao7EyIsd12GRUhBMvV0VEjn0WicIbP57j82jsNbohRwjB3r17cdVVV2HKP6ag8wWdIVVK2PbtNgwfPhw7duzA4T9+wwvTxwG+fNRp1RkAUFBQgPnz56Nhw4b4/MtvcMfoW3BSrSJMmzwBALB06VIMHDgQ48ePx0svvYRwOIxly5ZR72n69OmYPn06PvzwQ3Tq3AWb9h6OdZHa2poBM7tE9fdrde0uXbpg/7atmPSPaViz7ku8++67aNCgASZOnIhvvvkGHTt2jJ/T3iU6Y8YMTJw4EZMmTYIULzJekJuvPrPvv/8eI0eOREFBAe655x4MHToU679Yi48+/gTL338fwbw8FBUVAQCGj7gaPl8Aby1cjIYn18fTTz+NPhdeiG/feQd1ior4GDab3X1CUiB97Aw7/omRJUqtQ5lY3Gj1YJOJnQGcZRgCCekIHnYGiBkd2n8nShtpkg4U0VWeGDbA3q3tFRGOpldLz3GGoaM6lIrBloRKflROBKxzurWFoBeoiFrHITIyfXXVKmSibhTUMaTEsLGFc60Tf6rS8A4CHOXFKGOo7bPe6DYnjqjjJ5qz5Xlcok43TccqXIPtGEJlRMLpEz/I0Nk3WX7645S+iR8Li2EDsHfvXkSjUVw24DKgNhD0BnHx2RcDAHJyclBVEUBx/bqAPx/wx17uCRMmqN8vrNcQ33z3Xyx559+qwTZ16lRceeWVmDx5strujDPOMPVx3LhxePnll/Hpp5+ibdu2qIrvxkWWZAbDZcl0iVoYeJOnPoBF/16gXluWJJSXl2PR24vx6quv4oILLgAAvPDCC2jYsGHijBwu0d69e+Pvf/87gJhxED1Yifvvuge+BrHKCs2aNcPdd9+NBQsW4J577kFOTg7y8vLg9XrQoEF95OQXAAA+++wzfP3NevywfgtqnVSAgpOCmDFjBhYvXoy3P/wQNwweTI9DNMWw2S0W6ZMUSMQ/2UlC2Gt46dgnTQyUxHKnqaKrnBpeGXCJKv3wISFoTHOpqTFdrBg2kyyEPUNzOBRND0uqlKZiZvpaZxjy1aFkaOlxMGzqOAj8AetiwAMJNkY3Z3kx9afoYVerYBrcRuY0jkwlHVBZUlmCOkloxlDbZzujmzV+AJ/4sdM40mMVrsHmghvMsCjNB2eccQYuuOACdO/cHd17dUfPC3ri1uG3onbt2vovaU6ycOFCPP7449i6dSvKy8sRiUaRX1Cgfr5x40ZdHVcaZs6ciaNHj2L9+vU45ZRTdJdgiuYyZDcSsWfG5vT2856bi4rKCnz9tfbaBL/u3IlIJIKuXbuqbYuKitC6devEl21cogDQpUuXxD/iht0bb7+Jf778jPrMotEoCgsLLe4R+Pbbb1F+tByndWquu15lZSW27doVa665O3aWqLJY0BcrVVIgG+yMutg70fDy6Qx4u6QDq509kEzSgb1LVPR4IAgiCJEtZCE04+I4ho0vDrEqHXGIvO60VIq/p5A4oo6fnz9gXWFJrYxuL4Nh02ay8pYXk4ikLw9nl6ntT18Mm9azE6TFIWo3bpox1LrhPYJm7NUx1GZqx8ePsjFLZGtbuLUdxpEeqzi+7+44Q47Pgx+npK+4/P5tO9RaovWanaweryg7jCO/HYi50hoUq9eOqmVOWLFtBB6PBytWrMDK1Svx1pK38PIzL2PO1DlYt26d4eqxc61duxZXX301Jk+ejL59+8ITyMVzL76Kl59NJAHk5OTY3su5556LpUuX4o033sC9994bu4KVaK72PngZNoYh1+2s7vjokw9116a5FuldsHeJ5uVpapQKwBdfr8O1o29Qn1lRUREWLFiAmTNnatqZ4xDLy8tRXFyCf7/2Hvw5Pl092MC+faZ+M+XjbNxp6axjaB//lI7FPr67F+mSELYZho5lPexdorHrehGNhE2ZognhXA4dtmRLG6kMTeoutUo7DS8b0VVqHKJhDJmFwzkMtmQWe55qB8o1Zck4fprNgq68mDnpQPv7jcpR+JTfOec7mA6GrSoqq9MCNelAZ7CZXaJe0aubA2ljKFkwbFxZolUuw+aihkEQBORaFPx2ihyfCEJEiKKoP2/Ag6hPRMCrP85O8NRTb4IgoEePHihpW4I7xt2BPh374O2334bf74ekiH3Gz7FmzRo0bdoU48ePBwAcCUWwd/dO3dk7dOiAlStXYsSIEcx76dq1K0aPHo1+/frB6/Xi7rvvTojmJsmwsWQ9jMc7ndEZN428BYOHDVCvTQhB0yZN4PP58NVXX+Hkk2MGcVlZGX766Sf07NkzdkrZ3mDTQhAFrF3/JU5u1AT333+/2pdff/1V187v98cmQY0BduaZZ2LfvlJ4PF60OKUFCusmDOFQOAIiS6C5RNlZotainelY7FV2Jg1ZoixJCGIjumq52BMCUuUsQ82JUn40EjYXD6eUNkp7DFsaWdIqWw0vfpeordFtZNgkHpeosxhEgE88V1SzRPVtBFGAIAogMqGOISiyHkDsN81rsCnvS1VcS4+adMWJKk2mMHUMtb850ewSNZWHo5QXYzGkQMLotnKJOg1LOFZxfN+di6TADDZnhDRpZT3WrVuHlStXomfvnggFQ/jvhv/iwIEDaNOmDUKhED5Yvhybt2zHSfXqo6h2BK1atcKOHTuwYMECnHXWWfj3O+/i4+VLdKefNGkSLrjgArRo0QJXXnklotEoli1bhnHjxuna9ejRA8uWLcPFF18Mr9eLG26+DYA1w1Z+tAJbdm4D9sYmvm3btuHbb79Flb8KLZq3MDRnx7B16/on3bVvu+UW5OfnY8iggRg7dizq1KmD+vXrY9KkSRDjhda1D5NbOFcQ0LJ5C+zcswsLXl+Art26YunSpXj77bd1zZo2aYIdu3bh2+++Q6s2p6OgoAB9+vRBt65/wnWjrsZDD05Fp67tsWfPHixduhSXdOyIM9u0ocewGWHnTksjw5aIf2KxMw6yRJ2603jkBMJyYgy5Y9jsXaKAVQyUWcfLNobNJAvBzhIFEjGD6awHa6vhxcgS1VWrkJJ0iXIFrPMvh1xZovExYVWrkGSi12JTGbbEOX2MrEv1HSRyLIZM1D9b7bOuisrsDQ8HtPV8fdR6vvHxEzyAhqWmVaoAtDFslKQDmsHGIX58osSwubIeLsxg6rDZy3oUFhZi9erVGHTZIPT/U3/MnjobM2fOxMUXX4yRI0ei9amt0OWSa1Dv9HPw+eef47LLLsNdd92F0aNHo2PHjvjyiy8w6o6xutP36tULixYtwrvvvouOHTuid+/e+PLLL6ldP+ecc7B06VJMmDABT/1zLgDrGLb13/6IThf8BZ06dQIAjBkzBj279cTc/5tLcYka7tfwCLTXfvKfMZfuQw9MQPfu3fHnP/8Zffr0wdlnn402bdogGIy7Ix2XpgIuvegS3H7jbfjb7X9Dx44dsWbNGjzwwAO6Zpf9+c84/9xzccmll6FevXp4/fXXIQgC3n7zHfypWw/cdsdNOPXUU3HllVfi119/Rf26ddVnkrgnhryL7e4+fUkH3ArrrMWeQ8NLspGEsMxOUxTWRUBgGZUGJFyi1s9HWaDMLlHnMWxmWQ/O0kZprAfrWHRVMbo9KRjdXDFsCdFVXvAY3aKV+DEtccSi+DvgrLyYNkkn1TG012DjryMa+yA+hhQdNqNLW5YkkHhmFo+sh5sl6uKEA2uhZtahVNsDbdq0wfLlyxGKhrD10FZ4RA9Oq3MaAKBevXr4cNl7wMHNsQW2uB2AhBwGEJscftp3BNeOulV3iUGDBmHQoEHU/m7fvl337549e6K8vBx/VISx8/cKi4B+gl49uoDs/x9QL5EIcCh0CLvLd1NYLzPDtun7n1D+RwiKMatcOxyqxO+7dyG/oACvvvqq2v7o0aOYPHkyRo0aFTujzGbtaPcmCAIgCpg2/iE8+vhMiJpJVNV2AxAMBvHck08gv3Yd5Nc5ST1eUFiAfzw4HTMeeQy16ueqx0ObN4NEIjpjPGmGLY3CufwK6+moQ6lfLHhcoonF3svNkiqGgbacDg1K0LrJJcq52AMcOl42WYbpTBxJtg4lbQxZxd+Npan4skSdi64q8h9K/BsNVvVgPR4REUjUTF9tDJsgCPAIHkhEYpcXk8KATx/n6/WI8HkERCSS8nto+w4yEn+oYQnQvofmLFGjFqI2YcOqlqjrEnVxwoIp56B5l3QZS1a1RB1WOkjUEnXYaQoSSQc2MWycSQfUygVqXBv93N//97/Y9/ladO3aFWVlZZgyZQoA4PLLL1cuFvu+kxgTUYg9IKsQMdWtbTis9o/VnieGzUY4N50Bz3YZho6yRK3rUDJdohayHqkt9tYxfraljag6bPpnnmyWaE4aSxtV8rKkDjJ9tXUoCSHqxodZmirdSQeODDaLerCUMQTF6JYkg8GmZZQtNk4RKXVpFv6kEf3zY8awKfenq+fLGr/EPVu6RN2kAxcnLFgMG6s5rZYok21guVtjSNQSJXqjMAns/HUHepzVCYJA7/uPX6/ByQWaPiFxbQD4cs2XOP2K0xMfKAkT8TiN8vJyhtmpN+5mzJiBzZs3w+/3o3PnzvjPf/6DunXrYvXq1bjk4kvi7cznKC8vp55bEOL2lkVVAlZBd9bYUseF9ejtyuJkYLG3XyxS0fBKQ/yTA4V1dbEPSyAyYRrrCZeovaxHIoZN35ZZ2oi3Hmxakg54XaL24sd0DS+NSj5Lh81jxZI6TzpQ9NpkC2NIGT8iyyCyDEET3yVSEkdoxd+B2P1XSVUGg02MxSHKUUvx3COhaMrvIX/hd3vhYwBU4Vwllo8lfAxBgOhhj4/LsLk4YSGwaBhdkXDNPzVJB2pTFjvDWUsUiJFIlBhUbtQvKcEby1ejKMeHklpmaZCG9QuA8j1Mhu2MM8/Axo0b1eOhn34CAASaN0/UomR4NBWD6Iz27fH1119T+9elcxd8ufwzAICvQR4/yxZvR6xoSKb7mtGcYgQmmyWazoB1/vgZnrJG1gYby51mXXQ6+cUeAEhEZrICqkvUGMNGKf7OjGFjynrwKeWn6hKVZIKwZKfDRneJWmb6Mg02lqwHh4aXA6ObzyWqMUgkCV6twaZIs0Qp0izcLKnfxmBLz3toX6nCgfAxNO8hNYaNvmnyen2Wm/dEaSqXYXNxosEhw0ZNUmAyZXwMW+L6yVtsoujFyc1PwUl5ATSqTdFyO3pQ3yflunEDJScnB43rN1b7EgqFAADBVq0SmknKl1gSIBb9zwkG0TKeieprlO8oU1R/cUoTxnOm2NaGc1JYUmNbzjqG6Yh/so9hS0Y4l9MlmiE5AcEnxgaCxBd8xiLDdokq7IzWnZaoPUokSWXcUhXOTddirz2nCRSGhhDCGENa4fDEc0jGJZqU0a3GIdq7RIE4S6rpAz0O0azDBljVg/UBEehlNTRQDOSqFMfQvp4vf+IPAEujmzV+Vu5QAG7xdxcnLtjuNM3/64wzymJvReXEGlONNkFTRirVODbF8BKZv3JGDBtNb412v8bjlHNYlTDQarA5cf0KTKvL3IgdQ8g4KRfDZhOwniZ2JnYO50WngYQ7hsqwGWJtZLv4J8vYmSQyDAUh4VKzSDywdYlGzYs9oGdo7EtT2dSDTdGdpjX4AnblxRgSFtTyYk5dopYsaRJubX/Crc2CqDFwjIkHCfFjig6b4/Ji1ixpuoxu23q+nFmiNKZblpOv50sISST/HOcuUddgc0EBK0tU7xLVfBA7pjuDpi0Yxg4z8SD2X9nKIOGAEnJmL5yrfw2oSQcMg41pl/Hoq6kyIewmVCQeELOJoDWMtceVoyxDLg06bOla7IEEO5B0lmgqZY14ZD3CymLvbGevutQsxIUVZi9qMNis2BkAujg2tqyHHcMWl2ZJ02If8Ip08VaOOpR6g42t4SVQNj5ccYhJGN08LlFR9Khxa2aDzZx0ADVLNE3ix2k2unOYcaTx35BDlyjN6DZliSoGt4XBhqiszoVO38NjDa7B5sIE1mIf/5D2jXhzetKB3jiwZ6dEFjvkEGktTcVi2NRjxjMzskd1jShMHg+svcrQXpgZw8ZyieoOJRnDlsaAddsMQwdZovZJB8bSVBwMW9xg4y0ariCRZWjBsHlYOmyU0lSagGxHxcNtje5Mxz9ZlzUCWEa3hr1SS4uZf8NcDE0SRjePSxRIGIo8Wnq0WqKAVeJIdt3abFkPG4PNJJzr3CVqLcuSuD+n7+GxBtdgc2GGhcFEY2hoLrpUGDalScou0SRlPajMF8s6Uk7BIwFihLLeOi0bwxQ21jZhxLCxLmVlJDNj2DIbsK49RzqyRGnBzoCVrIe9hpfKztCKYluAKwbKJoZN0iYd+ChuQySKbjtlZwJpW+w5458AJsOmM7qpGl70xR7gHMOw8zEUFcNAIiBRNoMlqtUOjOXFKC5RGy09p2OYk2aWNFlZFrOsBzvTl+kS5WC5Bb/HmTzSMQjXYHNhAjPYHKAzNFYB6zAyNPwMW8ouUTubiVVLlMKwaQ0w6r2ZXKL27FninMwmVKiTkoWnI6GDZ/6EetxRDJuys6ezQ4rBptQxTAXJCudSs0QZhcNZC74cjwXjWewdu0Q5YqBUlyhP0oEgaFxq5tJGTrNE08WwVdoybJp7o9ShFAURopBYpqzcacbxI7KsFl63TDpIgiXVuk+txpAlnqsa3VGKDlu66sGmeQzZ7yCdYVOTDgwxo3SjO/lNk5zkpulYxPF/hy6cw5DhqfuIZssx2RxKY0HQXoB6+YRLlK+7zZo1w+zZs03HbYVz7ZIOaJaUoW1R3Vws+2CJ+cw8DJtqLybnErVOOjD0w/hdRmwbl5YeZ8A6EDPakgUhhKOsUTLCufqFhVWaKpGhxre7dwIehi1RPNyenQE0C2DUHMNmriXK605Lj4YXO+Egfn3RC646lGrhcI0hzkoa0SRfWMewxY0FJwabRwQULbUkqh1YukSNSQcsaRaberDpc2vbvYPKGNJZbp/AEM7VGGFSPIFG0adLHOd3aR/vkh6Aa7C5oIAZuxX/NHZce4jOyBkZmuuuuw4DBgzQ+lDp109T0oHydSZLTgimPfE8zjr/zygoKED9+vUxYMAA/PzTz/F+mJ8Dy4gxHeeJT5OVYGnr+6BcTHsJKkbdfAuuu/kWmAwzlq3sKOmAb2cPpLZYaI092xgoB7VEmZUODOnEiaQD9kIgx5MGko9hYxtEymIvG3S5EuyMYWwpQevJu9PSJQmRXOF3dsC6c3cawGZoiExAIskt+GLAniVl1ROlxiHa1IOt/qSDNGWJKka3xghLMGzJuESdG9zHKlyDzYUJbHemlgyixaXRLQguVX0N0lWeiodh+/SLr3HbyGvxxRdfYMWKFYhEIhg2YBgqjlYwDFfGuUz2mgVLZzynA4YtEokkDLxkhHPVaxvbO3CJ2uzsPaIAvyf1xANtSZ2gHUOTlqQDg0vUQQxb0lmiFkkHqsHGsdgDUOPYqAabSRIivgAypVnSkziifD/XziXKqEPpM1YoUNxpmjhEyaa0GGBhsEXlBNHu2OiOj08S5alomb5KaSeWwRYhxkxfuzjE9ArnOo4jta10wJN04CQG0TXYXJyI0DFL9CZUWY/4wTfffBPt27dHp8adcPapZ+Pivhdj7NixePHFF/HOO+9AaHgGhEZnYtWnnwIAxo0bh1NPPRW5ubk45ZRTMOv/piASieiMjffeew9nnXUWgsEg6tati4EDBzK7/9xzz6FWrVr4fPWqePfYSQfLX30S111zJdq2bYszzjgD8+fPx+6du/Hjtz/Sddhs7LVJkyahpKQE3//wAwCgdN8+9O/fHzk5OWjevDlee+011YWbsAHZBpsgCHjqqadw2WWXIS8vD1OnToUky7jp7ttwapfTkZOTg9atW2POnDnqdx588EG88upr+OCjlajb+GQIgoBVq2LPYteuXRh527Vo2b4J6tSpg8svvzxWYJ7qvob5GGC7UACJxSIVhk1ZaPweEV4PY6pykKGWiGHTT+y2BptFWaOkXaI8pY08Nu40g8GeYGgoOmwOs0TTFf9kG7DOGD+VIWVkGPLUoVSYSUEUdWWhdOfTPH+BZZAwIMZjpnjqiZpYUlrSgc8pw8Yrr5PhTF81U5sj8YcQVXZGoIyhR3RusMlJJI0cqzi+VeaONxACRCrSd75IBQQSBcQIED6qHhYACNFKxJTYy2OxBr5c6Ipy0gw5QrB3715cddVVmD59Ojqc3wGHDx/Gr9/+ihtH3IgdO3bg8OHDeOGRcYAcQZ2WXQAABQUFmD9/Pho2bIjvv/8eN9x4IzyBXNx/770AgKVLl2LgwIEYP348XnrpJYTDYSxbtox6S9OnT8f06dPx4YcforDJaQhLskUSpsJQJBqUlZUBAIpqF9EZNoZxRUDwt7/9DUuWLMF//vMf1C8qRMXhMtx022j8UVaGVatWwefzYcyYMdi/f3/88orPltW/GB588EH83//9H2bPng2v1wuZEDQqaYjXnnkZxa0bY82aNRg1ahRKSkowZMgQ3H333fjvDz/gtwP78cRjM3FSo5hxFolEcEn/i9GxfWe888b7aHByLTz88MPo168f1r//PjzQs2nJCucCscXiSCia0u6+Imyzswds6xjqkg4o8U+AhUuNyyWaojstifgnlZ0xxAfSlPLZKvmcoqspFg5XxtDWpe2YnTHrsJllWRSDmy/L12mGocKwWWqxOUk6UGMQDeMt2mT62ghYp8yS8rq1GSypbgy1hiuHW1tJGuHSQjwBGDbXYDuWEKkA/tEwbadr4OSz+/cA/jyNNlcCWgmJvXv3IhqNYtCgQagqqEJEjqBv977I9eUiJycHVVVVKG5QL/aS+2Mv+IQJE9RzNWvWDKNuuwNvv7kI944bBwCYOnUqrrzySkyePFltd8YZZ5j6PG7cOLz88sv49NNP0bZtW/y45zAAflkPWZZx5513osufuqBVm1aGpmyDTZKiuP7G6/Dd99/is88+Q6NGjVB2YB9+3roVn3z6Kb766it06RIzTp977jm0ahU/t3pK64Vi2LBhGDFihPpvOSxh4t/HA6IAf8N8NG/eHGvXrsUbb7yBIUOGID8/Hzk5OfD7/WhQrz7qFhcDAF555RXIsoxZj8yFIAiod3IBXnjhBdSqVQufrv0CvTu054xhs97ZA+mJnwmp7jSLaYqVoSbRaoma458IIRZB6w5kPRyyM6pSPsdiL0sslyg9hg1cMWw2WaJKebEUkkYAnvin5ERX+TIM7csaJRuDGPtOfBzSnXRg1GETUsv0rUo5ccQu6cC5tA7AimFjMGxWhd9TGMNjDdXOIT755JNo1qwZgsEgunXrhi+//NKy/aJFi3DaaachGAyiffv2JqaFEIKJEyeipKQEOTk56NOnD37++Wddm6lTp6JHjx7Izc1FrVq1TNf49ttvcdVVV6FJkybIyclBmzZtdC4nAFi1apVaRkn7V1pamtyDONbAKE11xhln4IILLkD79u1xx4g78ObLb+KPP/7Qf1cJwiKxF23hwoU4++yzUVxcjPz8fMz4xxTs3bNLNZI2btyICy64wLI7M2fOxLPPPovPPvsMbdu2BZCIYbOX9Yj157bbbsMPP/yAuc/PjX+P4hqmnGziQ/fjq/VfYfXq1WjUqJHafusv2+D1enHmmWeqbVu2bInatWvHb59P1kMx9hQIooCn5j+DP/U7F/Xq1UN+fj6eeeYZ7Nixw3yLGtP622+/xZYtW3BK20ZofnpDFBQUoE6dOgiFQtj263bDM0ncvykOzmahANKjlG/LzgDOFnzbwuFGl6gi65H+SgdqlqhFpQNbl6jBYAPFpZZ0LdG4yy4clSGlEEyqsDNOY9hYGl7qGFIKhxtV8p3IsiSz2PMkHSSEc40xbPEKCNo4xKR12LITh8g2um0ytQWGwcYRwyarLDeHrMcJkCVarQzbwoULMWbMGMybNw/dunXD7Nmz0bdvX2zevBn169c3tV+zZg2uuuoqTJs2DX/+85/x2muvYcCAAfjmm2/Qrl07ADGX2OOPP44XX3wRzZs3xwMPPIC+ffvixx9/RDAYBACEw2EMHjwY3bt3x7/+9S/Tdb7++mvUr18fr7zyCpo0aaK6nDweD0aPHq1ru3nzZhQWFqr/pvU7bfDlxpiuNGHftl8BEoUgelG/WVPdZ/t/3Q4iSajTuDF8/kDs2rCX9fB4PFixYgXWrFmDBe8swKvPvYq50+biy3VaQzzRfu3atbj66qsxefJk9O3bF0VFRXh2/suYN3eO6jHMyaEUbjfg3HPPxdKlS/HGG2/g3nvvjdWXcyDrMXr0aCxZsgSrV6+GeJKI8nC5gWFiZ332POd8LH7vTXzwwQe4+uqr47fGscjZprHGkJeXp/v3gjcW4N6HJ+CRB6binIt7obCwEI8++ijWrVtHuUSiH+Xl5ejcuTMenz4PAFC7JF9Vh68lSbHYEqdZooRQjdh0xM/YLhRKH7R9ioPmUiOUgHXrOpRxhoaxuycySXp3n1LSgVcpd2R0iSoLvlmHTSKGcbDLEtXcT1VUsmY5LaC60xxm+Tpj2KwD1q0WezVpJBmGjSPpwM4lmloMW3Z02LiTDhiZ2rrEEYbBxpbWUVhunjjSauefMo5qNdgee+wxjBw5UnX3zJs3D0uXLsXzzz+Pe+PxS1rMmTMH/fr1w9ixYwEADz30EFasWIG5c+di3rx5IIRg9uzZmDBhAi6//HIAwEsvvYQGDRpg8eLFuPLKKwFAda3Nnz+f2q/rr79e9+9TTjkFa9euxb///W+TwVa/fn0qS5cRCALgz7NvxwtfLgiJQBB9pvMK/tzYQuHLBfxB83ctZD0EQcDZZ5+NBm0bYOTfR+Lizhfj7bffht/vj2kjabJK16xZg6ZNm2L8+PHq6Xbv3AkgwZB16NABK1eu1LkFjejatStGjx6Nfv36wev1YsyYv6ufWblECSH425h78faS97Fq1So0b94c28u2q/ehbRu/O9Np+va5GAMHXYZrRwyHx+OJ/c4IQYtTmiMajWLDhg3o3LkzAGDLli0JxpHTJWrE52vW4E9duuHma0fC1zAfgihg69atujZ+vz/mZtAYYGeeeSYWLlyIuifVQ0FBIeo2zlfda5HSUkQPHjQwp0o3DXp82glYjprYLSA9SvmV4dhkzQ52lgHFENEsFjKRIcfZW6o7huJOAxKsh/qZzYKvVbh3urtPFH/ncKcxZD3YSQccOmy2DFvifirDyRtsFYpb28f4frJ1KD00g80Yg2hf1igVDS/BQdKB0WAT4mNItAabxqVNCFHnBeUZmI1uuxJx6S1NZS/r4cwlqk8cibtEvax30MoleuLEsFWbSRoOh/H111+jT58+ic6IIvr06YO1a9dSv7N27VpdewDo27ev2n7btm0oLS3VtSkqKkK3bt2Y5+RFWVkZ6tSpYzresWNHlJSU4MILL8Tnn39ueY6qqiocPnxY91djwdD6opc8SgSnr1u3Dv/4xz+wfv167N25Fx8t+QgHDxxEmzZt0KxZM3z33XfYvGUbDv7+ByLhMFq1aoUdO3ZgwYIF2Lp1Kx5//HG8v+Rd3SUmTZqE119/HZMmTcKmTZvw/fff45FHHjF1uUePHli2bBkmT56MWRohXSsdttvu/z+8snARXnvtNRQUFKC0tBT79+1HqDLESDqgn+ryywfi5ZdfxogRI/Dmm2+CgKBVixY4v1cvjBo1Cl9++SU2bNiAUaNGIScnJ/Yck6x00KpVK3zz3QZ8uOoj/LR5Mx544AF89dVXujbNmjXDj5s34+etW3Hw4EFEIhFcffXVqFu3LoaPHIYvvlyDX7Ztw6pVq3D77bdj19698ftMnEN7/7rFQstmZbAAvK0khDbYmqOskVXAOsAWXmXt7tWFWgAEluwIAwKPhpdaS5RV6YAlnOtEh40+fqIowB+/p1Ti2EKqW9suy5ch62Eqa8Qfw5ZwaWcmw1DkSTpg1IOlyXro5GYoY8hOHMncOwhwVDqwq+dLc4l6vbqNKpMl5YkjdWPYMo+DBw9CkiQ0aKAPb2/QoAEzDqy0tNSyvfJfJ+fkwZo1a7Bw4UKMGjVKPVZSUoJ58+bhrbfewltvvYUmTZqgV69e+Oabb5jnmTZtGoqKitS/Jk2aJN2nTINVi5Kmm6tV3i8sLMTq1atxySWXoM9ZffDEtCcw9ZGpuPjiizFy5Ei0bt0aXS68AvXaX4DP136Byy67DHfddRdGjx6Njh07Ys2aNfj7uPsAJBi2Xr16YdGiRXj33XfRsWNH9O7dmxnreM4552Dp0qWYNPEBvPbCMxANpaT0IHjqpUUoKzuMXr16oaSkBCUlJejWuhuWL17uKEtUAHDFFVfgxRdfxF//+le8t3QpAOC5Z55GgwYN0LNnTwwcOBAjR45EQUEBgsGgEsLnuJbozTffjAEXX4prbhuBP/Xojt9++w233nqrrs2NN9yAFs2bo+/lA1GvXj18/vnnyM3NxerVq9G4UWNcf/M1aNeuLW644QaEQiEUFhTGnwjdJSrJLIMtcwXgK3iz0wx9YhtsFNFVRbxYgClL0K74u8rO+JzXMEwtS5SedKDIlaRDOBdIxLGlkimaiENkMWz87AygGUOKW5vpErXKEk2BnUnEITrXYVMTR7QsqbZ6g4ZVTTZxJJhm8WPHmb6UOES2eLUSh8hg2CzGMJnSYscq3CxRG/zwww+4/PLLMWnSJFx00UXq8datW6N169bqv3v06IGtW7di1qxZePnll6nnuu+++zBmzBj134cPH67BRhs94FydEnU5Bwnjrk2bNli+fDkAYFvZNlREKtC4oDEAoF69evjwww+Bg1uA8BGgVixuTpHiUPD70TAuvfpGnS7soEGDMGjQIGpPt2/frvt3z549cfCPMvy074i1Ji0hILu/AWo3B3JqqYd/OfQLKqOVegFhhsF2cNeRWCxR/PCQIUMwZMgQ/L5nN8KVFSgpLtYlxuzatQv79+9Hy5YtuRg2WixcIBDAs7Pn4VmJwFs/V11spk2bprapV78+Fr74AgCgwSkt1XspLi7G3MeeBiEEdRrmwxs3rCL79yMaqqQmHQCGxUKXpm+9u09lseAOWAd0i4WWidAxNOpiQdPw0i8UhBDNgk+/fiLY2fm+l6v4u22lA/sYtmTLGgGxBfpwKJrZOESHLlHr4u8sSQirGLY4O5OES9SJDpvJJSoqDBulligMRjdrDDmzRDOfdMAvzUIi5k0TkFot0ROpNFW1GWx169aFx+PBvn37dMf37duH4rgMgRHFxcWW7ZX/7tu3DyUlJbo2HTt2dNzHH3/8ERdccAFGjRqlk55goWvXrvjss8+YnwcCAQQCAcf9qA5QKxpoPqAJ55pqiTJVZhnsXRxqbfMUSlPZJxwA2qQD/VFKlQI7hs10ONb+09WrEZZktG/fHnv37sU999yDZs2aoWfPniD7Q/HvOvSJxr9DQJjP0PKcgtI9inHGSDrQuUQFIRYzJkcyquNlb7DFry2IgJhoozXYPIKmSLdiyPC40zjqUKbEziiyHhbuKlYtUTuXKC2GzakOG5CeoPVks0SZwrkS/xjySEKkws44G0N+WY/YOXniEPmyRFMZv4gkIxLvI3sMbVyiqVQb4cr0jY+/Q2mdYxHVdod+vx+dO3fGypUr1WOyLGPlypXo3r079Tvdu3fXtQeAFStWqO2bN2+O4uJiXZvDhw9j3bp1zHOy8N///hfnn38+rr32WkydOpXrOxs3btQZisc0WJIOKmiyHsZTMM5hU8rKafF3GmQC7N29E11aNkR+fj71b8fO3UqHdN9VDLaFry9U29Zq0gT1unbFSW3bIj8/X5UOSfTRcI74B5FoFPfffz/atm2LgQNj7slVq1bB6/Xi9X8vRJ3WJSioVWjqm3J+JtSCqzafw/z8qba4jRHNzDK0Ee0MRVNnZ2yLTlssFDqW1FJ01bhQJBZHtks0+dgZdXGRCIixxJTShrnY00tT0WLYVNFVU2kqe4MtnXGItuyM4yzRRHtWhmEiYD39lSpi3xF156AhwZLaV6sQPJ7Ee6gZQ4UlTjZLNKXEH81301nPFz4+gy2Rqc2hhegybJnFmDFjcO2116JLly7o2rUrZs+ejaNHj6rZgMOHD0ejRo1UV88dd9yB8847DzNnzkT//v2xYMECrF+/Hs888wyAmIFw55134uGHH0arVq1UWY+GDRvGio7HsWPHDvz+++/YsWMHJEnCxo0bAcQ0svLz8/HDDz+gd+/e6Nu3L8aMGaPGv3k8HtSrVw8AMHv2bDRv3hxt27ZFKBTCc889h48//jjm8jsOwIpho+cc0A0wplK+TS3RdBR/l2WCeg1K8M7Kz9Csbj61TcPcSgBRM8MWv27/S/vjvLPPAwBEDx1CdP9+iPn58DdsCJ8q+shwa8bPcdGFF+LSyweYrk0kGX++8BKc1bELfMV5JkbM52MvMgDUrRbLoKZnuCofUg5TjG5BENQxpLpjIrAtbVRpoTNmhwpeho2x2JsD1q0Kh9PZGYCdoZaK/pPWQCARGQKl9FZC1oORJcoRw8Ze7JVaomxZkXRk+lbYZfomXenAvjQVX8C6wpIm4daOPx/ZwqD1sIq/i6wx9AKRiLN6sLblxWTIMlGv6QQKQ6qtD2yCoyxRVrURRvF3Hh02N4YtOxg6dCgOHDiAiRMnorS0FB07dsTy5cvVpIEdO3ZA1NSA69GjB1577TVMmDAB999/P1q1aoXFixerGmwAcM899+Do0aMYNWoUDh06hHPOOQfLly9XNdgAYOLEiXjxxRfVf3fq1AkA8Mknn6BXr1548803ceDAAbzyyit45ZVX1HZNmzZV46XC4TD+/ve/Y/fu3cjNzUWHDh3w0Ucf4fzzz8/Is8o6mOyYxXcYxoPJYFONCQazYMvu2YMQAq/Xi+antESL+nSDDfv+C0gAi2ErLChEcZ2Ymz3622+IBIPwFBXBr4k7ZIWhsZg3zUVQkF+AgoIC+BsVcN+XCgarSb0UleEkAI0lZRjd7MXCOn4mFYbNXk6Av45o7AO2DhurrFHsM5ukg2QWCo+guqZJWAKC5ms4zxKlxLClkHSQkwaXmsLOsWuJ0t1pSqUKcwwbzeimL/ayTQwikBo7w8Ow2bOkZrc2iUQ4kw6sXaLajU4oSS09NWnE52GHWbDGkMqwmeuIAoAUtXGJWlY6cA22rGH06NEmbTMFSsFqLQYPHozBgwczzycIAqZMmYIpU6Yw28yfP5+pwQbEajc++OCDzM+BmGF4zz33WLY5lqHGL5nsNXYMm8n1ZucStY1hc9ZnLZR50HJXyYhLU/pryVKpx+P/ZcSwsSXgrGPi7CAIShgam2ETBCF2HYZLlCcOUYEsG4xrW3dMOisdMKYphiQE051GCViXWPFPSsC6x8tcqFJiZwQBgt8DUiWprlUjmGWNFHaGR4eNGbDOH8OWDobNliXlyDAE6FmGdiyptaxHKqWp7GPY7EtTmd3aBE5j2Kw3TUDsXUrOYLNhSLXX5xlDh1mikgO3djLv4bGG4/8OXSSFRM1QBsPGKE2lb8pyiSo/O+sYNuOC5ASKQWTtBVCMJkOGoIOkg4S9Rjf62Bab+sXkwMOw2Y0hrS3D6HYqvKrWosxohiF9obDT8KIWnTZJevALdia7s1fqj7JkIdhZomx2BgCnDhtHlmg6Mn1t4xCTc4mCFodoHEON0c1CSokjPp7SVDYGG8Po5tNhs2a5RVFIyOskmfwTstNCBBxl+hIKyw1YaelZG91EJqrBfCLEsLkGmws6VBuMHsOmP0YPcE+wcU4ZtvhkRpJ3i3JlibKqF6huToHS1NjW2ifKzJSlsXhOoJZjZT8fgWHUUVlSQ7+MbdmljayV8lMKWOfOMEw+YD0ldibFYGc7hsauliiR9RUohHTrsKXIsMkyUcc/2QxDnYaXLMeqW4Dl1nY+hqpLNJnEEdUlyhPDRndrE2amL4+sh/U7CEBl1SqSNNi0LlEmWOXhrCodGGPYZOvkH9bGiUTlxHx9ArhEXYPNBRVM4VxQDjNch2xjxCbpQDFGKNwcL9S66lwMGz2GTd9/c1udMWmy42oQw8aKQ6SNFWNMnGYZKrUjFZdKMlC+6zhLlMnOKPFPlJI4jPgn6xqG8e+myLCxGBq26GriR6MXXlUWe4cxbIwxD6aYJaqNX3SaYWglCQHoY6Dsx5AjYD0ZLT2FYYtIzI0lM4YtzgZKxqQDSj3R1OIQU3sPE2EJHAwbK/lH0BjdlLAEgMfotpbWSabayLEIR07tTZs2YcGCBfjPf/6DX3/9FRUVFahXrx46deqEvn374i9/+csxozPmwg7WLjKqJETsC6YzsZMOrBk2ILYgGV9iHqTCsFHNRJUxo8N83IZBSzGGjR6IZmhik+lLPcgw7nSVDgBb4dXcdOiw2bIzziQhoGaoOVDJ5xHsTNJgE+0YNhvhXCDO0MQvn0g6oMQ/sZJGYhfQ1eZUkGq1Ci2rE2S5lpOsQ0mrVpHtMVTLWREAUQL4zC+WEizPLc0SHwfFsAEsDDYO8WPl3akxLlHJzmBzZnSrDKlPdFxt5FgEl0n6zTffoE+fPujUqRM+++wzdOvWDXfeeSceeughXHPNNSCEYPz48WjYsCEeeeQRVFVVZbrfLjIM+9JU9twXM+nAhmHTlpPiCWNr1qwZZmtqh2q/Z1X4ncmw0dyZFJcoIUCDZkVY9sESyjmU9haXt/jcDix3p66Nei0HLCnDJep0d5+rMmypiK7aSULQFwpadhpgE8OWkuhqcjt7W4aN5RLVLEw04VWarAdTOBewz/RN0mBTjISgT2Qn/yRThxIAfOlxa6sxbMlkiWqYX1YcosiS9dC4tXXnVPoqmccwGS29VN/DhEvUgtthuURpTLcSlmB4r+zEj5nVRk6gOqIAJ8P2l7/8BWPHjsWbb76JWrVqMdutXbsWc+bMwcyZM3H//fenq48uqgN20ho8LlFD0sF1112HQ4cOYfHL8ygn0UMUYpmeyWqxqbtum7X0qRcX4anXh2P79l8BAG3btsW1d1yLc/uca+sS1d+rAbYxbMoXM8OwXXfdddi/dw+e/+eTJuOayvoxKzjEDTbWYsEQzs1Jh8Fml3TgNEvUiXAuV3ZaaouFbQybjegqYBBeVVgshjuNEJIYe5PBlmu6fqqVDipVdsb5Ym8pugo6S+phSEJYM2xKTFwSBptHiMmzSIQ5hky3NkOHjRrDlopLVHkPU2RJLV2isvOkA17hXFnV0rN2iZ4ICQcAp8H2008/2Qt5IlaJoHv37ohE2BSti2MDAsNtSSNiYm0FALEgaOWbzCxRm3gpIMaMSSDJG2x2LtF45fXGJfXxf//4B1q1Pg2EEMyfPx9/G/43vPnxmzitx2ma9jaUmM6O0wSD27hEndprkUgk9i5yVYOwi0MkprbmqgjxWBujS9QmS1RZpNNR/D3ZotPsGDZ7DS8u0dVIwh2TDBRmzi5LVIrqjS2BwbBRY9g0DJVEpMS/HdSDTdadVukoYF3/nNVMX485/gmiCEGzE2OLrlqr5BOiyTBMegw9IJVRjjhEvixRZzFs1u8gkHgPQ6m6RC3HkJ/pTsSw6dsqdXE9XoasB4NhUxnSJAzuYxFcv1I7Y+3QoUOO2rs4BsA0CGwMFkLw5ptvon379mhWtxnOPvVsDPnzEIwdOxYvvvgi3nnnHQgFxRAanYlV/1kLABg3bhxOPfVU5Obm4pRTTsEDDzygvqjKfPbee+/hrLPOQjAYRN26dTFw4EBm15977jm0P6UR1n32qYWsR+zEl150Hi7p3x+tWrXCqaeeiocefgi5ebn4dv23dB02Rrie0nbSpElo2LAhfvzf/wAApaWl6N+/P3JyctC8eXO89tpraNasGebMfVz5IvM+lPM+9dRTuOyyy5CXl4epU6dCkiSMvHUUTu3RHoVN6qB169aYM2eO+p0HH3wQL774It7/8EOUtDwVwbx8VdNw586dGDHqr2jV/mQ0OrkYl19+eUwMmsHYsQ02Xpdo8kkHtvEzjIVCyWg1CecqiwUlw9DEzvCIrqa62Pv4GDYQEsuQVL4nCBqGRnNcjWEzL/aAYcFX6sECtokjyRrdKkNqGf/E7xKFbfwTnWFjGt1RzbNL0q2tlBhLNg6RKX7ME8Nmw3IDWqY72aQDJzpsHJm+lE0TkLxbm6QYlnCswbGS3iOPPIJmzZph6NChAIAhQ4bgrbfeQnFxMZYtW4Yzzjgj7Z10EQMhBJXRyrSdr1IKgZAIRCKhIlKh+ywUrUSlFIIQqYA3UoEcb05cjFXtjK69ItK6d88eXHXVVZg+fTp69uuJHQd2YNPXm3D7yNuxY8cOHD58GC88+ShweC/qFMcqBhQUFGD+/Plo2LAhvv/+e4wcORJV8OOam/4GmRAsXboUAwcOxPjx4/HSSy8hHA5j2bJl1HuaPn06pk+fjvlvLEbLth1tYtjU3gMAJEnCgoULUFlRiY5nddTLeiRu1Hyu+L3ffvvtWLJkCT799FMUxieea6+7Dr/99htWrVoFn8+HMWPGYP/+/YnLc8wzDz74IP7v//4Ps2fPhtfrhSzLaNyoMV5/6kWcVL8evvppA0aNGoWSkhIMGTIEd999NzZt2oTf9u/HY9OmorBefTRscjIikQj69u2Lzh3PwjuL3kfRSbmYMWs6+vXrh41ffEF5LglD1CzrYVPpQNVhS64sjrbotH2lA6cu0TRJQkSSd6cBsFXK115bkqI641H0CJBlwohhMycdAAxpFjnCHMO8FN3azhg2/RiqRjdVEsLZYs9i2OSw1thN0a2dLMPGdImmR/xYYcZSdYlyJR04qCXKb3Rbhyao76Abw0bHvHnz8OqrrwKIFV5fsWIF3n//fbzxxhsYO3bscVNLsyaiMlqJbq91y8zJP7f+eN2wdcj15WqSDgyIL+x79+5FNBrFoEGDkFsvF8F6QXTt1BX5+fnIyclBVVUVihsUA8GIGjg8YcIE9TTNmjXD3XffjRdfeQ3X3PQ3EJlg6tSpuPLKKzF58mS1HW1jMG7cOLz88sv49NNPEajXFBXhqEWWaMLF+f0PP6B79+4IhULIz8/HnPlz0KJ1C0Nzs0tUcR/K0SiuueYabNiwAZ999hlKiouxf/sv+HnrVqxcuRJfffUVunTpAiDG/rVq1cr03KwwbNgwtb6uggcnTkL0YCUEn4hTzzoda9euxRtvvIEhQ4aoz9ofCKB+vXooqt8Afr8fr7zyCmRZxhOzn0K4Mor82kG88MILqFWrFlb95z84r3lzNsPGNNjou/s8TdxSZURCXsDZVOOs6LT+3MrC5hH036MnHTAkIWxiZ4B0uESVxd46/gmIM37+RAa+4BGAiCHpQGEOeRg2IFEPllFPNNWAdT6GzXoMnS32xgzD2G+Tyc4orJhHiD3PJGAvzcLSYWNlicafFaU0FVs4N3NZonxGtwM9RKZwLn0M7ZJ/EjGILsNGRWlpKZrEaykuWbIEQ4YMwUUXXYRmzZqhW7cMGRMuah5MiZ+xCe+MDh1wwQUXoH379ujVpxc6n9sZf/nLX9CooJGmrb7SwcKFC/H4449j69atKC8vRzQaRX5BrL6mRICNGzdi5MiRlt2ZOXMmjh49ivXr1+OUU07BT/uOALCodKCJMWvdujU2btyIsrIyLHxjIcb/bTzmvzsfbXu0NbWn5SE88NB9yMkN4osvvkDdunXV+Ketv2yD1+vFmWeeqX6lZcuWqF27tqMYNsXY0+KfTz+F5//1PHbu3onKqhDC4TA6duyoa2PkB7/99lts2bIFjZvXB9FcOxQKYeu2bTGDjQGnop1Bnxgrn0WAo+Goc4NNiU0RYFF0OvWkAyklWY/UdNgS7jRGhqGGGeKKgfIowrmJ82mNVmamKJMlzYLoKiNLVHHB0+OfjIs9QyXfxiWaqsEN8CeOGMdPYCUdWMWwJZElmuoYOjK6uYRz4/3wOBtD1nuYjjE8luDYYKtduzZ27tyJJk2aYPny5Xj44YcBxNgGSUruR+GCDzneHKwbti5t59u/fUfMJSr6UK/pybrPKg+X4fBvBxHMy0NR/WLkeHMAMDIMY58AADyiiBUrVmDNmjVYvHQxXn3uVTzxjyfw1Zdfmb9CCNauXYurr74akydPRt++fVFUVIQFCxbg0Rkz400IcnJybO/l3HPPxdKlS/HGG2/g3nvvVRcyWx00CPD7/WjZsiUAoH3H9vjPF//BK0+/gst6XKZprzQ3u0nPO/d8vP3um/jggw9w9dVXU+PdmOCw2PLy8nT/XrBgAcbeew8emTAVfzqrG+qc0gCPPvoo1q2j/zYUJrC8vBydO3fGvCf+hXBlBDmFAeQWxCbZkwoLgf37mTIu7IBn+mIhCAJyfB5UhKWkdveJKgfsWp6sLFGFDfSIhkVGNdi0oqvJy3qQaOoB6wCbYRMEAaLHA1mSzLIQlAWfFsMmCAK8ghdREnXsUstT2Znk4p8quTS8rCUhtAZnsvFPzKSDFF3agLPEES1YLlE1ccRJDFsWZD0sM31tskR1wrkUljRWsSP2/05DE+Q0jOGxBMcG26BBgzBs2DC0atUKv/32Gy6++GIAwIYNG9RFz0VmIAhCzC2ZJuR4giDEA1H0mc/riyDiCSLgCVKvaaWeLwgCzj77bLTp3AZ/veOv6HtmX7z99tvw+/0xo14tZUCwZs0aNG3aFOPHj1dP9euvv6qnkwlBhw4dsHLlSpNbUIuuXbti9OjR6NevH7xeLy4ZNgqAub6g5g7i/TbqpxHIsoxI2Mgc0WQ9Yv/pd+ElGHxl7L3weDy44i9/AQC0POUURKNRbNiwAZ07dwYAbNmyBX/88YfWI+sYn3/+OXp074Gbrx0JCAL8jfKxdetWXRu/359IFIiP1ZlnnomFCxeiXr168Is5yKsVQF5RzM0mV1WhimKwMV2iIp87piIsJbVYKN9hVjkAmBmGyn3zFQ63rmHIJeuRdNKBNcMW65cXsiQxhVeJTtbDHP8ExBb8qEQz2KyFV1OVZlF19LjcafYuUVbhcDZLyucSTSVg3S5xRK0Hy11L1EL8OIks0USmb5JGt10MmyypGfd8cYi0TO3EM2C5tdkM24nlEnV8l7NmzcLo0aNx+umnY8WKFcjPzwcQi1269dZb095BF9UDRyr5mg+++PJL/OMf/8D69euxe8dufLTkI/x+8He0adMGzZo1w3fffYfNP2/Bwd//QCQSRqtWrbBjxw4sWLAAW7duxeOPP463335bPa1MYpmXr7/+OiZNmoRNmzbh+++/xyOPPGLqQo8ePbBs2TJMnjwZLz77JAB7l+h9U+dg9erV2L59O77//ntMGD8BX33+Ff58xZ+p7Q0H4/cODBw4EC+//DJGjBiBt956CwBwasuW6NOnD0aNGoUvv/wSGzbEkgNycnISCQ1J6LC1atUK679ejw9XfYSftv6ECRMm4Kuv9Axms2bN8N9Nm7Dll19w4OBBRCIRXH311ahbty6G/XUIvvhyDbZv34ZVq1bh9ttvx67du6m3aavDxqMBlQzD5khh3Z6dAeySDpzJesQkIRR3TLKlqWLfky1rUVqL50raLFFKDBuQPEOTah3Kyvh9peJO0zFsigeHVThcNMYhcrrTUihpZJ84EjOqWOPHpcPGTDqwZrmBNBjdEZuNk/baDIZNx3RTYti0v2HzxsnOrZ260X0sgfsuJ06ciK+//ho+nw9333035syZg06dOqmf33XXXbjxxhsz0kkX1QAbnS9z8YJY+8L8fKxevRqXXHIJzupwFp6Y9gTGTx2Piy++GCNHjkTr1q3R5ezzUa/9Bfh83Te47LLLcNddd2H06NHo2LEj1qxZgwceeEA9rUwIevXqhUWLFuHdd99Fx44d0bt3b3z55ZfUfp1zzjlYsmQJnpg+Fa+98Ixt0sH+337H8OHD0bp1a1xwwQX4ev3XePqNp3HO+efQb9hQ6QBIkGRXXHEFXnzxRVw3YgSWfvABIAh46aWX0KBBA/Ts2RMDBw7EyJEjUVBQgKBSwi0Jhu2mm27CoIGDcM1tI3DuZRfgt99+M22WRo4ciVYtWqLfwL+gWctW+Pzzz5Gbm4vVq1ejceMmuP7ma9C5W0fccMMNCIVCKCwq0j0XBfY6bFYZanEtthRconzsjLMYNjgRzmW5RCWSsNeTrXTg52DYbMRzdcXDKTFsQCoGW0ISgimgbYGKiBOGjSP+SYlhM8U/JSsJkXqGoWjj1hbV0lSMpAMTw2YtfqyDKusRBWT69XNTlGaxzRLVsnta+Q5C6Ayb4uplMGxGeR17t3bqRvexBG6X6K5du3DxxRfD7/fj0ksvxeWXX47evXvD7/fbf9nFMQeVATJTLvT2ggACoE3r07B8+XIAQFlVGXYd2YU8XywGq169erEs4qojwG9bAG8QQEKKQ4srr78Z+w+H1Alt0KBBGDRoEPXa27dv1/373HN74ovNuwDYM2z/mvUw0OB09XBltBK/HPrF3Dxxo7qD+7aXwaOh44cMGYKBl1+G33bthCAIKCkp0UmQ7Nq1C/v370eLZqfET2dtsdEWykAggOdfeB5PPxzTcvM1zIcgCpg2bZrapl69eli86A1UHC5Dfp06yK99EgCguLgYT//zOVQeCSO30I/82rExIJEIQnv3xjS/tIr4cTB12BgZhkBqGlDpyDDUsTOEqJl3NB02x0WnNS6wZBcLuxg2wKoWJV8MG8BRT1Sij4+ySMsEqIrK1u5pCkKOJCEMbk5OdxrAU63Cmp0RU0k6sEscsXOJGrJEqeLHdi5RIBZHJprreKec6Rt/d7kMNk1/tL81fRyiOfFH9xvWikLLEghRBHXtGLYTI4aN+5f6/PPPo7S0FK+//joKCgpwxx13oG7duvjLX/6Cl156Cb///nsm++kik6DZDKp8h5FxiYNVH5RSbspcd9RagR9IGFo8tUSN0FZHsJX1YNURNX6PxrDF/2ssP5XIZxDw8ccf491338W2bduwZs0aXHnllWjWrBnO/dPZypdTB+s5MobEsvi76RTJu0RT2d1XOIp/so+dgab6iraOYaJwuMOi08o9iYiVJ0oCXDFsNrUo7XTYgNRdokByLKkah5imDENWDFtC/NihJEQa4p/spVkYLlE74VwnDBuQ8UxfW5eo4AE0rk/tBk8nnKuIH2vfQcXgFgXdvCtrjFbbxJEThGFzdJeiKOLcc8/F9OnTsXnzZqxbtw7dunXD/7N35eFRVNn3VHdnJRuQkBDWAAEVEJQlBlBU8jMMIII7oqCDoI44IoO4gYiOoiCKoCMqI4sDBnFBBUQRRUeJbLIpyChbXAhbCFkg6aXe74/uqq7lvVo63Ukw73xfviRVr1+9qtdV79a995z72muvITMzE5dddhmef/55/B7Ih+E4d2Fe/F37Aejam5amMqwlGnighRCKkYy84j9+Q2JiIhISEvQ/TZuj6PcjeoMtMCYBApYuXSq3b9q5M9J690ZKy5ZISEhA586d2WxQuY6ov5TUo48+is6dO2P48OFIS0vDhg0b4HJF4e0PliMpNYU6vs6dO8MIgiAEw9ZMB40U1qZfQ2rxd80Otg6blLAeGYaaaZUDwFYtUaJgsFshHfhkwU4z/SenqZeUBbNwGqDIYdOFRPUhNdlz6NF42EIUXnU6BEQHFsLKGnhJDcsaseaQyhINjIGVw2aTOBIWWY+omrFEQcyJI6ayHoBBibgIM31N7kHAPIfNrPA7wHPYJNhmiSpx/vnn4/zzz8fkyZNx7NgxfPzxx/joo48AAJMmTQrLADnqCHaKvyvaqxZ7Vh8Wa4kCNfOwpWc0x44dO+iNqsqRmeQFy8UlQMDQoUNlbUF3URHEqipENW8OZ2Kiqvyazhmn8N7l5+cjPz9f17/7jwoM+b9ByM27lFoHz1J5NwcAH5jXkW10U6xuhsEmgV2ayryOYWW1/cXCnnfGQtFppeRQFCWHzUFfLMzlBMKQsG7IEg2EJZk6XgpjT85ho4dEdTps0vUxYfq6vWLN8hAtEUcsCOcy6lAyw9pmxJGwyHpYZIn61PVglR5d0UfgDMyn/DKhmEPJQ6UzuB1OP+OeiOb1YEMtL2Ym62FSHg5Qlxej5rBJEkyMKgeAwYtTDYk/5xpqZLAp0axZM4wZMwZjxowJV5ccdQhWDptshOk+oDfOmB42ybHLdg0FQ6IhWGySwRYdFYUOrRlSM2dPAacOISjiGxiSwmuWmJiIxICAb7XggHj2DKJbt4YzKQkAUFXJWOjMCr8DAAESExLRJCMjdHe+IPg7Yl0ixlwF/ZsWrq2kw8YMiUZGZd2Sd4alsE5jiSq1yWjhmDrxzljxsNFDak6KLITsndHoYdZEx6tRtAulZzw1YvrGGWl4sUpTScK5ysWeEk4DjCodGBNH5DqU4chhY1wfh8qb65MNOOULgs8nynmwsnCuFR02wH/dvFUWiCP258/tFeENfL9Mq40wCr8DgEPxjKXlsBGRYXBLbQUHHFpNRemzYchDPJdg22AbPnw4NQQgCAJiY2ORnZ2NW265BR07dgzLADnqCCzDTALLw6baxIifBhPhmIcPR0iUnb8GpldKGRLV7qE09re1mgen3G9HXJcBQQgMgeVhCx6QvsNOSDQElqhMOgjh7d6ed8aCSr7SiHEovRvG4ZjIemeChcOJSFQJ1xKcDJYoTSmfRTpgemgiLAthqdKBHaYvM4ctxDmsofAxoAhrm3jYAL8BKRtsirESVbWKgMEm6j1UBAQ+0acOMZoabDVgaivLw5nlsBncg8rnoGywMXLYlDDLIwUU172BGGy2zzI5ORlffPEFvv/++0AxcAHbt2/HF198Aa/Xi4KCAlx44YX49luT4pQc9RrsIu/SX+ZhTnMPm4HBJi1INQiJGtcblwwmuodNZ7BRSQdm4WIL1liI+U+qz5p52HRiuLSmxgabPhwT2TqG1gw245AoNf/JpV5AQvbOhFF01T8+VmkjGyxRWYfNJunAgOkbXwOmr6U8RBOWqNI4YeawMTw0ZvVgwyHrYVWHDVDPodI4Uc2h9H1j1YNlMn2NxY+9IoGb8R1jQboHXYpcRh2kFwkH3cut9JAq21OZ2tq0BJM8UiB43RuKh832WWZkZOCWW27BgQMH8N577+G9997D/v37ceutt6J9+/bYu3cvRo8ejYceeigS4+WoNdhIWAfY3hxaH5ZIB/7foXjYZBe7JQ8bW6ZE3V7eQdmmbUp0TVVQWqE1YYnKNrJJDhvDuGZp6anC2gLLw2aFJSox1ELIYfPY8M446PkzqkoHlDd7oAayHmEMpyn704KdtC4VD6eERLWkgxrUoqxJSM1etQq1h0YKqdHqUNrVYTM1uiMY1hYcDvm+UmqxCQ5Bfj6o0j5cei09lcEWopYeYP/FSWZqh/DSRPNyA4rzspLDZqXaSAMrTWX7m/rvf/8bEyZMUKlKOxwO3HfffXj99dchCALGjx+PH374IawD5ahdsBd7+mZD0gE7Jsr0soUjJGrsvKI3YoVECaU9zYbz7zAOiSoNvVAZhqoDm3rYtNu1A9H0p2oaWGwQQkg0qgYsUSsaXiYMNZV3RtJgY0pCsLwzEQyJOgTAJaj608Jc1oNCOrCcw2ZB/DgMIbVQ5lCWZlHmsNnVYauN4u9SDhvDeyUIQmhGt4/hYbPp6Y5yOhAVuC5nPPZenExFcwHzShWa3DP5PlQY3YQhrWMW0gbCY3SfS7B9ll6vFz/99JNu+08//SQXf4+Nja3ZQsRR92As9vrcLnV7Wlu2rAflAAGEgyXqNIqJMogB7DAnO4dN6yYjJt47wji2XbDC1rpRsUKirLmlGN01CafVRMPL2MNmgyVKebMHlPlP9MUikt4ZALKyPdNgMxHOVUtCMIRzTUsbGdSirIn4sdkcqupQms+hLHzsYnlJtXNoXIcyHIXDg1p65tIsOqYvxeiWDRmF0a0M7euYvhF8caqy4uUWGSxfVkhUzkO0nsPGrDYCbrCZ4rbbbsOYMWPw4osv4ptvvsE333yDF198EWPGjMGoUaMAAF999ZWpjhRH/YZZwro+DMfOYTMmKDAWKsVxzMritG3bFnPmzAn2aIt0YJEwQNtOCNLbJmP1Jx9p2oLeh2Z/jUVzrXrYGF5S3ccMDMBQGIY1Sli3xDC0zhKVvTPhCol6wpM7Y+ahYRYPl2uJ6nPYtMK5kpcjlDmUWLqVNueQECIbefEx9utQSiE19RyaGd2hEkfC4WEzkmaRPGyaeaGKH+tDooIg1IjpG6qXVH5psnQP2vOwQUU6CHH+wlDP91yDbZboiy++iPT0dMycORNHjx4FAKSnp+OBBx6Q89auuuoqDBw4MLwj5ahdMDXUgn+qShhRFnttSPT2229HaWkpViqKu5t52AC/x8xpwxslysaVUSu9l+vZZ5/FI488glvH3YqnZz1N/xglJKrv2YQByoyl2oRBDtvtt9+OkydO4I2XXrTsYTMaj6iVYLEgnNtIymELpdJBQLstgbXYK49tgSUqe2c0BpuPGU4zKWsUhoR1wNxDIxmMzFqiFFkPnXCuaWkqgzmMCW2xr/aK8otTIzMNL8Ci+LGUh6gOp0lfb1bhcNPi7zUx2FzWPWyWqh1ILFEK09crekPykoaah1iTkKh0D0Zp8kuDLFF9Dptd0kg46vmea7BtsDmdTjz22GN47LHHUFZWBgBICuhSSWjdunV4RsdRZ1BRsRWGGXNJNygWTw+JCvDfbayE+WALkQB2lsUgS9S6h23Lli147bXX0Llr58BWuofNCunAPIfNikFJh8fjCYrqmnnY1IcLginZEkJI1MpCEYJwbqW8WITgYRP14ZhQQ6KmkhA1LIljZrAxQ6IUWQ+WcC5b1kOaQ/b8hOolVYolsyUh6IXDAUVIzSQkqjx/5RwSQoILvllZo5qwRBXzR6vB6x+XJM2ivoZ0aRbpRchqWFtKTQh/WLsmLF+qFiJgKyRqNS3B31/DMNhsn+Xbb78t/52UlKQy1h588MHwjIqjXkHlwaEZLP4d8sZ3330XXbt2RXJCMvp27Isx147Bgw8+iMWLF+PDDz/0y8G0uAgbNm4FCMFDDz2Ejh07Ij4+Hu3atcPUqVPh9XqDeWwiwccff4xevXohNjYWqampGD58OHO8/1m8EP06t8G3X28wOCtRPp+KigqMHDkSb7zxBpJTktWnE7wI+usin3mw8bRp09D+vPOx56efAAg4cuQIBg8ejLi4OGRlZWHZsmVo16kD5i54xZLFJggCXn31VQwdOhSNGjXC008/DZ/PhzFjxiC7Wyckd2iGzj274qWXXpI/88QTT2Dx4sVYtXo1mnfoiKYtWmLDBv+1+PXXXzHythHI7toa7c5riWuuuQaHDh1Sn7Ol0lTmBlvNNLz8D+tGhh42OkuUvtizNLwYb/fyYsHysAWMhxq+2cseGpOQqDVZj0AOm6juK9TSVEAwJGp3sVd6Z7QLsQxVHUr1dTTMQ1Qs4D5F/pdyDpXGkamXNAweNhD4PT4USLIULC+pWvxYHxIFaiZ+HGouqTWWrw0dPShCoi61lxSATofQnDQSmPsa1PM912Dbw3bPPfcgJSUFf/nLX1TbH3jgARQUFGDWrFlhGxyHGoQQkLNnw9dfVRUI8YA4fRDPnFHvE0WQqioAgFhZCSEhQS8Qi+AaL+06UlyMESNGYObMmbj6mqux+7fd+P677zH5nskoKipCWVkZFi5cCBzdgybJCQAhSExMxKJFi5CZmYndu3dj7NixSExMxJDb7gZ8BKtXr8aN11+Lxx57DEuWLIHb7caaNWuo5zRz5kw8+9xMvPqf99H/8r4GJx8c+L333ovBgwcjLy8P056c5t+s1+pQnyigMmwIIfj73/+OVatW4dNVHyO9cQoEQcCoUaNw4sQJbNiwAVFRUZg4cSKOHT8W6Is9PCWeeOIJPPvss5gzZw5cLhdEUUTLli1RsHgZUqITsWn3VtwzcTyaN2+OG2+8EZMmTcLevXtReuoUZj35BFwxMejQuSs8Hg/y8/PRu1cOPlzxCWLjojHvtRcwcOBA7Nq1ixoGZ+qwWQrFBMJpIYREK6uteNisM9QIIyRal2WN/J83Lk/lYIZEJYahMmFdr+EF1JAlGiNJs9j0sEn5a0bzx2CIAgqWqMpgk/IQ9RpegMZgU9ahZHrYwletwj8+kerpkT1sGiOMxhI1Zfra1GEDggaX/ZCoNIeRZYmy80gDpBGz+XOFXs/3XINtg23p0qUYMWIEVq1ahX79+gEA7rvvPrz//vv48ssvbQ/glVdewaxZs1BcXIxu3bph3rx56N27N7P9ihUrMHXqVBw6dAjZ2dl47rnnMGjQIHk/IQTTpk3DG2+8gdLSUvTt2xevvvoqsrOz5TZPP/00Vq9ejR07diA6OhqlpaW64xQVFeGee+7Bl19+iYSEBIwePRozZsyAS/EA37BhAyZOnIgff/wRrVq1wpQpU3D77bfbvgZWQc6exb6Le0Sk7xKDfaUAOn2/DUJ8vNopRBQmW2BHcfFReL1eXHvttWjRqgWqk6rR8YKOSEhIQFxcHKqrq5GRkQHgeIBhSDBlyhS5y7Zt22LSpEkoKCjA0FF3AwBmPjcDN998M6ZPny6369atm26cDz30EN566y0s/+gTpLfJNsl78y90Be9+hO+//x5btmxR7bUi6yHB5/Pi1ltvxfbt2/HNN98gKS4GladO4X+//ILPP/8cW7ZsQc+ePQEACxYsCH4XLT5kbrnlFtxxxx2qbdOnT4ev3A3f6Wq0P68DNu/ehnfeeQc33nijfK3PnjmDZmlpiIqJRXR0NP7zn/9AFEXM/9drKDtRBVe0EwsXLkRKSgo2bNiAy7KydMeWddiYHjYrGl4h6LBJHrYQFnxqpQO5hqE1g81MZT1sLFGzHDZGSFSgeGdsy3rYED+2HxL1t7fkIdWEtEUiyjmTqpCaWUhUWe5JKVIbSaPbpUgd8YhArL6JPIdao9sh5SHqWaJa4khYPGw2X5zO2pLWoQsfW2KJmpSm4oXfg7B9poMHD8a//vUvDB06FNu2bcPf/vY32Vg777zzbPW1fPlyTJw4EdOmTcP333+Pbt26IT8/H8eOHaO237hxI0aMGIExY8Zg+/btGDZsGIYNG6bSfJs5cybmzp2L+fPnY9OmTWjUqBHy8/NRFfAWAYDb7cYNN9yAe+65h3ocn8+HwYMHw+12Y+PGjVi8eDEWLVqExx9/XG5z8OBBDB48GFdccQV27NiBCRMm4M4778Snn35q6xr8aRBY2C/sfAEGDBiArl274uYbb8a7b72L06Wn2VpshGD58uXo27cvMjIykJCQgClTpqCoqEgOie7auRMDBgwwPPzs2bPxxhtv4JtvvkGHThcAMM9h+/X3Ytz/8ONYunQpYmPVT1oWS5S26eHHJmPTpk34+uuv0aJFC9kb98svv8DlcuHiiy+WP9OhQwc0btw4cAzDU5IhGXtKvPLKK+h92SVo0S0LKa3T8Prrr6OoqIhxqv4B7dy5E7/88gtS05sg64JMtO6QjiZNmqCqqgr79+9n1o8FKMK5DgtyAoEHfZVHtFUTVhRJMKRmacE3lxSgJawDVmQ9TN7uIxwSddgJicr5Tz6VlzQ8i73dkKgFD5uJ6CpgLs2izH9SV7BQGGwmOVA1YfoKggCYEA9YOWzSHPooLFGENSQaIkvUY8XLHWJI1EppKp8ZaSQ8eaTnEmx72AD/G7/kvUpLS8NXX32FDh062O7nhRdewNixY2Xvwfz587F69Wq8+eabePjhh3XtX3rpJQwcOFDOlXvqqaewbt06vPzyy5g/fz4IIZgzZw6mTJmCa665BgCwZMkSpKenY+XKlbj55psBQPbULFq0iDquzz77DHv27MHnn3+O9PR0dO/eHU899RQeeughPPHEE4iOjsb8+fORlZWF2bNnAwDOP/98WeIkPz/f9rWwAiEuDp2+3xa2/o4dKgIhHjicUUijEEWOHToAQghSW7aGEBfnH4OKjKDv0+lwYN26ddi4cSM+/fRTLF2wFHOfmYtN323SnIy/n8LvvsPIkSMxffp05OfnIzk5GQUFBZg9e7ZscMUGjm2ESy+9FKtXr8Y777yDG/46HoAuLUYNQrBt914cO35CZVD5fD4UflOIt//9Nqqrq+W3YyNm5xVXDMC7772DTz/9FCNHjjTVYbMr69GoUSPV/wUFBZg0aRJmPTMTvc+/CIlNUjDn3/OwadMmRg/+A1ZUVKBHjx5Y+O/FKD95Fg6XA43T/X2npaUBx48HmocrJKpQWff4ZMahGZSeAEMPWxhYouayHmaLRR2xRGkJ68pz83qBQE6bdB1qouElecysQvawhVALVjlOlawHxeg2k4RwOF3McFnYjO4oB4hXNC0vxsxhU4ZEZeFc9fWWrkPNtPRCI44Yz6GNexCsOZRy2Og6eqx7UAxTHum5BEtP0IkTJ1K3p6Wl4eKLL8a//vUvedsLL7xg6cButxvbtm3DI488Im9zOBzIy8tDYWEh9TOFhYW6seTn52PlypUA/F6v4uJi5OXlyfuTk5ORk5ODwsJC2WAzQ2FhIbp27Yr09HTVce655x78+OOPuOiii1BYWKg6jtRmwoQJzH6rq6tRXV0t/y+xbK1CEAQI8fG2PmPYX2wsQJwQnFFwUPoV4uIAUQyEQhUPPUHQW2uKSgeCIKBv377o06cPrr/3elx10VX4YOUHiI6OlsWVJWtlY+F3aNOmDR577DG5q8OHDwMIarF17tIV69ev14UFlejduzfGjx+PgQMH4tRZH0aOvdfYwwaCAf16Y/emDUB8U3nrraNvRav2rTBx0kTZWPMbYHQdNgAY/JchuPa6YbjlllvgdDoxaMCVAIDs7Gx4vV5s374dPXr4Q9m//PILTpWeUl0Du/j222/Rp08f3HPX3fCVVEGIcWL//v2qNsprLRmQF198MZYvX45mzZohNdEFp8uBpi0S5M9UnzihOi//CAMGG6uskQE7LVZhzJxxWzfYpPwnQQBijbwf0gLIyp+haXhp61Ay3+6NZT1Ed3jCMXJpIxOWKLPSAU3WA/4FX9AYbOw5ZHvPQpX1CGqwWfDOMEqLAdryYpSQKKOskanB7RODvKMwMH3JWQseNm0OmxQSVRndgfEy8hD1qQkW8hClHDabXtJgWNvKHKrbeEjA2NKyRD36kChhyXpIsiwsL7c3PHmk5xIsPUG3b99O3d6hQweUlZXJ++0k/p04cQI+n09lFAF+TTdaJQUAKC4uprYvLi6W90vbWG2sgHUc5TFYbcrKynD27FnEUbxCM2bMUOVh1XcIQsBMoeh4EdDZo5u+/x5fL1qEq666Cmlpafj8889RcrIE5593PjzVHnz66afYt28fmoqlSI53IbtDexQVFaGgoAC9evXC6tWr8UFAp00yuCY9/CiuHfIXtG/fHjfffDO8Xi/WrFmjq1fbp08frFmzBvkD/wIiODDtEQPWMiFITGiELpktgYQ0eXN8fDxSGqfg/M7nq9pSu1D8PXz4cLz11lu47bbb8Nor83BV//7o1Kkj8vLyMG7cOLz66quIiorCP/7xD8TFxfnvlRDXiezsbCxZsgSffb4OrVIysGzlO9iyZQuyFDlobdu2xadr1+KXAweQmpaGlOYtMHLkSMyaNQvX33AtJo5/GC1btsTun0/g/fffx+TJk5FmYECGksPmcAiIj3bijNtna8E/I3tn2N4R1bEZkgJmGl5ATfJnap6wDgCCSWkqJkuUJuuhNNgotShDqQcre2fsLvZuKx4240oVAJ04Qg2nhVhaDKiZrAcAc/FjVg4btTSV3fJikWOJSh42S0a3ZQ+bvkSc2T0YSZbvuQZLBlsoZAIOPR555BGVh7CsrAytWrWqwxFJYC2KetagvFlnw/jbJiYk4Ouvv8acOXNQVlaG5i2b48HpDyJ/YD5yeudgw4YN6NmzJyoqKvDlitcxdMhNeOCBBzB+/HhUV1dj8ODBmDp1Kp544gl5UerTrz9WrFiBp556Cs8++yySkpJw2WWXUUfcr18/vLrkHdx92w3ISInHxAn3008t1PJQTFkT4Prrr4coihg9ejRenj0LN98yEkuWLMGYMWNw2WWXISMjAzNmzMCPP/yI2JhY+8cO4K677sL27dsxYtQtECDgpmHX429/+xs++eQTuc3YsWPx5RdfYODw61BZWYkvv/wSl19+Ob7++ms8OGky/nr3raiorECLFi0wYMAAvzyPgYdNv9gHFlki+ksMOeiLnmSwVdogHlRaYacB9hhqrOLvjDqGotliETaWqCTjYLPSQWC8hMYSBVQ6XjUpTRWyJIS02IdCGgm8HDgEBxyCQluNwhKVvTMsDS+TxR4CaiwJERTPZTF9zXLYKPVgNfMtearYHjajkGjNmL6hhETNKx3Q8xCVEE1CokEPGzfYIo7U1FQ4nU65WoKEo0ePBliEemRkZBi2l34fPXoUzZs3V7Xp3r275bFlZGRg8+bNuuMoj8EaS1JSEtW7BgAxMTGIiYmxPI66BqsAvGyvUeTZzu/QAWvXrpW37zm5xy9HAoK0tDR89tln/h3H9wGeMwAhmDlzJmbOnKk6xoQJE/DbKb/UiEgIrr32Wlx77bXUcco6YgFcnNMH3+37DedlJBqcHd1ge2/teyg5W6JmibJ06AAcPXQaCY2Dc3rjjTfiqv6XoaqiHBAENG/eXCVB8ttvv+HY8WNo37adwdiUh9Z792JiYrBw4UL8e/4b8B4/C8HlQFRGI8yYMUNuk5aWhjVrVuPkr0VwOJ1oFjheRkYG3nxzIU4dqYTDKSC1ZfAaVZ88qT9m4HSZBhvgf2g76N/5UPJnpLaGoRhRBKTFy4LKejBhXbuAsBaL2mWJgln83Y5KPsUbhZqF06QcQts5bPIcWlnsNR5SSkjbv4PNErVvcAc9pDWVhLAufuzRbJdYovqwNtEK5zLzECOvw2bN6K4BSzRgsGp12HxmOmxSDlsDColaetrcfffd+O233yx1uHz5cixdutS0XXR0NHr06IH169fL20RRxPr165Gbm0v9TG5urqo9AKxbt05un5WVhYyMDFWbsrIybNq0idkn6zi7d+9WsVXXrVuHpKQkXHDBBZbG8qcAq3qBlK5GacssKK7rW/rqsUu6BAvAW2cYEkJCqnSg/DxAz1UL7KBspjNKBQBffPEFPvroIxw8eBAbN27EzTffjLat2+DSnL41rkxlVF3Cf3w661M+LKMCAq0PZkgUMMmfsZ8DJYdirMgJAEyWqFnCOlAfQqI1FM5VLvaCEPTQKEKY7IR16yHRsx6fLaavJQ9bGERXRRMPm9OEIRqOxd6sPBVbh82A6atpK3vYmGFtcy+pHS83ELwPE0IIidpiiTJz2KxVOuAeNg3S0tLQuXNn9O3bF1dffTV69uyJzMxMxMbG4tSpU9izZw+++eYbFBQUIDMzE6+//rqlg0+cOBGjR49Gz5490bt3b8yZMweVlZVycvmoUaPQokUL2XNw//33o3///pg9ezYGDx6MgoICbN26VT6eIAiYMGEC/vnPfyI7OxtZWVmYOnUqMjMzMWzYMPm4RUVFKCkpQVFREXw+H3bs2AHAn5OXkJCAq666ChdccAFuu+02zJw5E8XFxZgyZQruvfde2UN299134+WXX8bkyZPx17/+FV988QXeeecdrF692tK5nwsILuw0i42oF3ymN44RVmX2HUTQYLMyWuja/vbrr+jSpTPzuHs2rEDrxm2puwUIWLp0Ke66665Ax5Kqtv/h0KZNG2zc4Ndu0ymAKLx3Ho8Hjz76KA4cOIDExET06dMHi1/5N6KiorDsnQLcM+Fe6vHbtGmDH3/80fhk5UvOstgE9Xg0n9NHtfUGHrM0lTIZ3FJpI+uLhexhs8IQBawtFpTcGcDg7d5U1iNglEdYhy0YTrPgYYM/LEp8PtWcsIu/22P6Vnl9xgaYAtZy2EwWe0G72OuNbsIgHQQ9bPQ6lOFc7M2Zvow5dOiNbpaWnuQtDiUkKnmqz9j2kko5bDUIiQr0kKiKIBNiLVFusDHw1FNPYfz48ViwYAH+9a9/Yc+ePar9iYmJyMvLw+uvv26r6PtNN92E48eP4/HHH0dxcTG6d++OtWvXysn8RUVFcCiovn369MGyZcswZcoUPProo8jOzsbKlSvRpUsXuc3kyZNRWVmJcePGobS0FP369cPatWtVOluPP/44Fi9eLP9/0UUXAYCc5+N0OrFq1Srcc889yM3NRaNGjTB69Gg8+eST8meysrKwevVqPPDAA3jppZfQsmVLLFiwIGKSHnUCxoIvMF00oLBHEbDttNuleTUw2AJNbGl4yd4tAS1aZMrGuA4nDyIzPQUsDxsADB06FDk5ORA9HrgPHgQgILajX/Q2KiqKbWsqvHT5+fm674T35FmIZ724evAQ5DKqMcj1Qg0gMC2vwH66Da0YJ6s/Sg6bdqFwOPzJ/qI37KKdwWRnC4s9YK3SASMkSnu7V9WhrLVaovTrI6n0M0kHmntDcLlA3G7Vgs9e7M29M1qmr1WDzRpLlKHDRqlyAIAREg3IeujCabUT0vb3YZyHKDN9dTlsNNIBXTiXbXSbe0klg63CZk1fJfmHCRbxh+Fho+WShl5LNDxe7nMJlnPY0tPT5aLvp06dQlFREc6ePYvU1FS0b98+5DyA8ePHY/z48dR9Uv1DJW644QbccMMNzP4EQcCTTz6pMq60WLRoEVODTUKbNm2Y5Y8kXH755UwG7Z8CFI+LEqrNJiFRI+FcFkIJiQZDJH6jh6kPmOwFPGcVhiNU4xQEAYmJiUhMTITodqPa5wMEAXGK/kqPnlGdityHCaFB2p2YlISU5k2pbSzBzMOm8G4qC1MLsiFu3h9Thw3we9ksGmx2cqCsedikBU3QER5o+TO0hHVAkcNmow4lIQQIl8FmFk4zIR1oPWyyjpeyNFMNQqJKpu+Zah+QwGyqgi0dNm0tWNOEdQssUbPFPkzzB1j3sLHzEGnlxayyRM3zEBNiQguJSgaecR4iXVqHZXTL30sLpAPLWogNKIctJNJB48aNZbV2jj8vguFM3Q4/KAabzhvH8gKZun8gl5byheBhM9ZgA9sIlQw2Su4d66WEVXeUmb8nG3TGQzSFKs2O6MZn+hLF1NLTH0On4QX4H9Les9bCMeFmiTJCMYBJSFSZmC8S+RIoFwvTOpSqgusRLk0lLfYa74zg0C/2gOL8wkQ6AIJMXzvSHpY8bAyWKE2WBaCHREPOQQynwWZWrYLhYRMMpFmYwrksLT0L92ClDQ+b1yeiOnA+oYhXm+WwCVG0OdQQR2QtRB4SldBwzpTDPhihT6qHhuGNE5h5VBY8bNIDzUYOm/Tss2ywCfRbgMoS1fQZzFWDpe2KBrTu7MNAYkS7X1XQXWPoKT7A7EyX7AwEF3wD8dxQwjFnrAh2GhUOD4yVKpxLEV0F1DlsZnUolQtz2EKizMVe8rDRGYZ6D5s+B0ryVOkYhhZqiQKhMX3DocPGFF2NMvfOmOY/Sde7FjxswdJUGqkOA9IBiyUaSok4yeCydQ8qQvTWctgsEH8IoYZEJS83U/yYkw5kNJwz5bANwcyoom038VwpejfuG8FKByGFRE2NIYYRRvN+Mc+f1TWFaUrZX2OLzWSMqt6tXEN5SiyGRC2E1BJCeLu35mGjywkAJsK5igVcabCpQ6IKg42yWMgLs4Caa3iZVDpgedjYpIPAgq/whkmh4VCEc4Hggm8nad0eS5ReSzRKEyo1ComySSORX+zNw9oMDxvNYGOFRIXQvaTSi0+VR4TXRx+jFtL9GuUUEGNUfk16LljxsCmK3FNZojppnYAeXy14Sc8VNJwz5QgBdIYnzc5gGXeyh40VfrMQEg2FdKC9+XVgyXrQQqIsDxvD7gp3LVEWBEEwcoqpPWw00Tyw8hD1LFEAEInmYW+FoSa/3YdQ6cBSwnoNQqI+usFmVodSWXS6xhpepuE0Vg5b4L7Skg7kkKjCYDMNiRp72EKRhai0lP9kzBLVMwzZLFE9w9BEwysCOWwwmUN9DlsgD5HGEtUK55qSDoy83MHrWGnRSyrlIJqSTExqiaqldYLHVlU6YNbz5cK5WjScM+WwDVspUFbzu7TtLYREfXY8bIGmTtOF1NjLRR231cVZ7tqYdFDzmGiwD5psCsugYx7VQIcNCC3hWVosIudhs2awyR4nRkhUlcMm584YJ6zXSjiNWTjc/zmf1sNGyYEyJR0YhLQBICHWP88VVXbm0MKCzwqJMnLYjGqJshZ7U+9Mbch6MFmiFNIBI4etJqWpYlxORAWOZfU+PGOlygHA9JJK41TXgg0eW7Cjw8aYw3ARf84lNJwz5bAPU+8YBTqRVhOWqBXhXJFukEho27Yt5syZE2hrl3RAD4nShXP1faa3TcZHH3+k7sMsSc2GAWoZjC6p4rmMUCpLaFdCKItFKCFRWyxRzUIhElG+/mbCuapQlCqHLeAdMCs6XRsMQ9k7wygcrvU+U1iilhZ7g+9kKCxDecG34mELB0uUKZwb+cXeTJqFqaVHmcOgcK7Gw8Y0us3zSAH7xIMgQ9TMw0afQ8mbS60FC6jr3oZa6cDDDTZDrFmzBnfeeScmT56sK9B+6tQpXHnllWEdHEfdwlwpnxJmo+mwwW8I3X777UEBY0setkATirnHQjAkatbS3+6Jp/4JQRDkn6yULFyde7XKs0TNa4OBESkbfYaHDquHTXuB5GvNIn1ohuLvS9pID4nqy+JIHjb2IpAQ63/YltvxsFnSYZP0n9iFw81CosrFXnmeRNS3VSKs3hnLDENzSQgAVJaoHE7TMQwV146WoxiAZDiXW/Swub0iPIFra83DZrVwuJSHSBHO1dzwpvlP8mJf83vQvNKBUzWm4PZABIFSXozlYQtFSw9QlBizGBKV0hIMWb4Acw6lZ4XKy630sNFCooxaokzxau5hY2PZsmUYOnQoiouLUVhYiIsuukhVgsrtduOrr76KyCA56ghhLE2lNxgka8w8hw2wnscmhU/teNg6d+6MI0eO4MiRI/hu33dYsmqJpq3UVEcHlbrQdG2WpGZi0BnA41E/mAWKkaXer58XtfeQ0pnKGWcUErUu2hmShy0USQjFGGksUbWcQOCBHyo7LRyLvcU6lLpwGk0SAgiyRBXGgSnpADD2ksbam0OlhIul8mKskKi2DqVHb7DVOP8pnB42sxw2C9Uq5HPz+VQvhDUJiQL2Pd2WCr8DbOII0eewyV5DQVAZ2DWWZuE5bHrMmjULL7zwAlatWoX//ve/WLx4Me666y78+9//juT4OOoQrIoG1M0KT867776Lrl27Ii4uDhdnXYw7r7sTUx+ZisWLF+PDDz/0e7OSM7Fh41YABA899BA6duyI+Ph4tGvXDlOnToXH44EgCLLh9dHHH6FXr16IjY1Famoqhg8fTh2zSID3316C89s019V6lUGIavAulwsZGRnIyMhAarNUNG7aWJN/RiEiMDBt2jR07X0J9vz0EwRBwJEjRzB48GDExcUhKysLS5cuRcdLumDuglcskQ4EQcCrr76KoUOHolGjRnj66afh8/kwZswYZGVlISkrFV36X4y5L8+VP/PEE0/I1zo9qz2ad+goi1D/+uuvuPHGG5F9YWt06tYGw4cPw6FDh6Sjqc5XOj672oEV0c7QWaKhhESVXiR18Xe9YCdhsdMCxhHrzV4Op4WjDqW02IhERYKQEJSEsMkSVciAmJIOgLDOoeTFiXY5EOU0WGJM8p9s1aHUeWeM859qtTSV7GFjhERpLFFAFRZl67BZ09KTQtNWpT0qrRB/AKbRTfOS0mrBAgY5bCb3YdDoDkOk4hyBZeHcn3/+GVdffbX8/4033oi0tDQMHToUHo+HuYByhA+EEHjd1mjZVuB1iyBEhMMpwkNh8Xnd/uO5q72IVwqz0p1pAIAjR49ixIgRmDlzJoYPH459R/bhm/9+g7v+eheO/n4UZWVlWLhwIVBxHE1cZwFCkJiYiEWLFiEzMxO7d+/G2LFjkZiYiMmTJ8MhCNjw+VpMGDMSjz32GJYsWQK3282sQvHKnNl4de6LWL7yYwy44lLGmatDuT///LNcG7drj66477H70OaCNormrJCo1IUAQgj+/ve/Y9WqVfhw+dto27o1IAgYNWoUTpw4gQ0bNiAqKgoTJ07EsRPH5WNbwRNPPIFnn30Wc+bMgcvlgiiKaNmyJVasWIEkEo/C7zbibw/fj8zWLXHjjTdi0qRJ2Lt3L8rKyjDryekQfV60v6ALPB4P8vPzkZubi49WrIXT6cQrC17EwIEDsWvXLlNvXSi1KGvCErUmnEtfKABNDpScw2ZBJd8i6SAsoRhFH8Tr01ViMCMd0GqJAqCHRHX1YJUhY3MtPathbUnSw9w7Y7cOpQ0Pm+XFPhxhbZPSVAEpGb00izSHetIB4DdwhECJOqYOm9WQqE2j2zrpwEQ4V1VthJ5qQJh5iGZe0sB3vwGFRC0bbElJSTh69CiysrLkbVdccQVWrVqFIUOG4LfffovIADmC8LpFvH5/pMLOBw32/Y5xL/VHlJxTxA6zFR87Bq/Xi2uvvRZt2rSB0ERAy+yWaJTQCHFxcaiurkZGRgZQ4QDKfgdAMGXKFLmftm3bYtKkSSgoKPAbbA5gwbzZuP6GGzF9+nS5Xbdu3XSjfOihh7Bo8RL8e8Uq9Op1Mft0FAZJTu/eWLRoETp16oQjR47gkamPYNTVo/D9ju+R0DRB3V5nYPm3e71e3Hrrrdi+fTu++eYbuKrPghCCfft+wueff44tW7agZ8+eAIA3XnsdHc/rpLqMZrjllltwxx13qLZJ18Jz/AzaNm+FzT9+j3feeQc33ngjEhIS5Gudnt4MPo8HUdFRWL58OURRxIIFC3DitwoQkeDfb/wbqc2aYsOGDbiie/fA6dLzEGuLdCB72AxlPYxDog7BAYegNoYAqFmiDA0vOf+JWfg9/PlPcr8x6v1OWdaD4WGj1BIF6CFR3fwJgv/6+dwR8bCZS0LY87CBsuAHc9joRjczrB3Gxd68WgXDw0bzkrr0Bg5Qs/JigCKHzSbpwDyHzSSsrXop0L80AcEcPv0cSnmIZqkJ3GDToXfv3vjkk09wySWXqLb3798fH3/8MYYMGRL2wXHUT1BDpYGNF553HgYMGICuXbsiPz8fPS/tiUsHXYrmCc3pnRCC5cuXY+7cudi/fz8qKirg9XqRlJQEwJ/Htu/HH3DXuHGGY5o9ezYqKyvxwWdfo3FGS5MctuC4/zJoEKRqBxdeeCFSO6Xi8gsvx/vvvY+/jfsb68RV3Tw4+R+IiYnBd999h6ZNm+LogV8AAP/7389wuVy4+OKg8dihfQc0Tk4JdGdtwZeMPSVeeeUVvPnmmyg67K/p6/a40T1gcKmHHDSud+7ciV9++QWJiYkqG7Sqqgr79+/HFRddRD0+UzzXgiyEFIo56/HBJxI4TfTxCCEKlqgVWQ8LuTNgsERZuTOmi30YvTMOAXAJgJdQF3wph42d/6T5DEUpn5n/BNgy2KyG085Y0WADbDEMAWVINDiHPqn4OyucVps5bDYrHdCMbpUxo2gvhff1YW0p582ah82qp9vSPag8rgWmLyskytTSU+gh0tAQSQeWDbYHHngAGzdupO67/PLL8fHHH2PJkiXU/RzhgSvagXEv9Q9bf8cOHgYhHjic0Uhr01q3v/zkCZw5XYr4lMZwRetvCpoOm9PhwLp167Bx40Z89tlnWPT6Isx8aibWfb1O82l/+8LN2zBy5EhMnz4d+fn5SE5ORkFBAWbPng3ATx6IiY01JR1ceumlWL16NVatfA+33X2/MUuUWo7Jj8TkRLRp3wYHfjnAaK/YHPg9YEAeli8vwKeffopbbrlF0TXFOAmBIdqoUSPV/wUFBZg0aRJmz56NXudfhEauOMxZ+DI2f7+V8umgNEtFRQV69OiBpUuXouRIJYgoIiktHlHRTqSlpUFwuw3Pl80SNQ+nAX7PWVIsvVSQhGqvKNeOjbMSEmUsFGwNL+s5bKYs0TAtFILLCeL1UkNqksFBRFFVL1auQ8kUzrVQSxSwxPS1u9hLHra4EEVXqRpeUIZE9R42Zg5bfah0YKrDpmeJAmpWpblwrhnpwJ4eYqVlWQ/rTF9CKUsFsGuJyrIejDlsiDpslg22/v37o39/trFwxRVX4IorrgjLoDjoEARBEZasOaKinYh1NoIXXmq/UTFOuKIdiIpSyx4YhvICi0rfvn3Rt29f/PWBvyLnghys/mg1oqOjg3kcgf42bt6GNm3a4LHHHpO7OHz4sPy3wyEg+/zO2LDhS9x791jmYXv37o3x48fjqvyBEOHAE1MeNhyjfCIaw6myvBK/HvoVzZs3VzRnhEQDm68ecjWuuWYobrnlFgiCgCtzegEAOnXqCK/Xi+3bt6NHjx4AgJ9/+RmnTpeyx2YB3377Lfr06YO//e1v8JZUQTzjwf6DB1RtpGut9IZefPHFWL58OZo1a4aUOAdEr4jGGfGICjyUvSdOSCes6kv2sLESnr3VzLHGuByIcgrw+Agqq80NNqUXx5B0wGIYUnJnAMViQQmJMlXymYt94PqEiZ0mRDlAqugLvkOVc+eVa2Oa1hKlhNPo9WDDH9auqPbPTWKoCesML6kdlqgoSmHtWvCSyizR0HTYVB42QfAbbT5feEOiNr2kssEWalibxvT16ucPMK8HS/OwEUI4S9QIZWVlln44zh3EOeMR64xHgjOJup9VuF2W6qB42Dbv3IlnnnkGW7duRVFRET756BOUnCxBdqdstG3bFrt27cK+fftw4kQJPB4Pstu1QVFREQoKCrB//37MnTsXH3zwgdytUwDufuAhvL9iOaZNm4a9e/di9+7deO6553Tj7dOnD177zwrMnzMTrypYk3oEDbBJkybhq6++wqFDh7Bx40aMHzUeTqcTN958I+2C0K8TgOHDh+Ott97CmDFjsOqTtQCA8847H3l5eRg3bhw2b96M7du34+6/3Y242DhdvoYdZGdnY+vWrfj000/xv/0/44lZT2Hr99tUbaRr/fOBAzhZUgK3242RI0ciNTUV11xzDb7b9C0O/3oIG776Cn//+9/9OagMaRbJQGcmPBuERAVBsJXwLKnpJ8S4jMuLMXLYpMWezTDUL/as/KfaCsUYhdSUwq/KPDYawxCgs0SZOmyALYPNaqUD5RwaIqIsUWODDRGpdED3TEuGv078mEUckaU9KGFtJkvUeG7skg7kPEQzB0FILFGNh40hnCvK4W7KGHwk+BhvQB42y2eakpKCxo0bM3+k/RznDhzaN1gt9CoPmu36HLbERo3w9ddfY9CgQejYsSNmPTULD05/EAOuGoCxY8eiU6dO6NmzJ9LadMS3W3Zi6MAr8cADD2D8+PHo3r07Nm7ciKlTpwbH6BDQK7cf3li8FB999BG6d++OK6+8Eps3b6YO+aJeuXh5UQGefGIa5s2bRz8vhYftt99+w4gRI9CpUyfceOONSG6SjKWfLEVaWpquvTbnTCuoe/3112PhwoW4b9KDWP3ppxAEAUuWLEF6ejouu+wyDB8+HGPuGIPEhATExcTSx2YBd911F6699lrcdNNN6Pt/l+HkqRLcPUad4ydd67xBQ9Cl9yUoLPwO8fHx+Prrr9G6dWvcPnYkLh3QG3fdPQ5VVVX+nEFGfVd2Dpu1WpR2hFclD4D5Ys8oa8RQyQclnMYKxZgmO4f5zd4opKYMHynz2OywRI1z2KyEte2F0yQ2aWJszUKi+jxESlhbMroZeYi1whI187CZ5bAxxI8JLazNZIla1GGzWK1CYolavw/N5zAYErWYwybPof4+VKYPNCSDzXJI9Msvv5T/JoRg0KBBWLBgAVq0aBGRgXHUBszEaIP5T/qtdJzXrh3Wrl0r//9HxR84VXUKBATN0prhs88+8+84exo4dQAgBDNnzsTMmTNV/UyYMAFAUAD3L1dfg7/eejP1mEEdMb9wbo9L+qKktAzRzBs56GErKChQ7dl7ci9EItKLv1PO/Oih02jaIkH+/4brr8flvXrI/zdv3lwlQVL0yyEcO3Ec7du1Y4xNM1JKPllMTAwWLlyIhQsXwnu6GmK5G46EaDz3wiy5TVpaGj777DOU/PEb3GfPIjk9AwCQkZGBxYsXo+SPSng9PqQ0i0d0XGBBLynRnK8aoRSeBpQhNfMcKMmoS7C82FurQykvppTi7+z8p1r2sFFy2JyqkKjCw6ZIWFfltkXZYIkC1rT0AnNR4faqjsVCheU5tMsSNZBmYeQhmosfhy+HDSJAfCIEzQtAUJpF/f0XmOLH0hwqPGyS+DGz0kGgvBhjbiSJHCv3IBDMVzRk+oo+gIjqcQRAZ4nSc0PNUhNoxBHVvcJ12PTQ5q85nU5ccsklaGdx4eGofzA11xgeF2rFKlY4jd05pRM9aHkeLIiEyAaOkV6nkQEWHB7FYFNtUuadqDqXPy8IAr744gtUVFSga9euOHLkCCZPehBtWrXBpbksjTibMNFOE1jXmTZdjNqxpizRMIp2Vlj2zkhCuHY1vILGAZslapLsHGY5AaOQqOBwQBAcIESkGmyA30Mhe5ikkCglnEYnHVgPiRLiZw+aJaLLc1jDOpSWwtqmoqu1raVHoA1cyB42K7IeUBg0FNIBk/gD4jegGC8ZtvMQqzyqz1GhfFHTzBWVJUqR1gEsiB8bedhcgukLxJ8JDceXyEGBiRFko/i70rhTGzNmfRiPQXoOW6lM5VM0cggCioqKkJCQoP9p0gwJ2X1R9Huxrg8pX0+AgKVLlyIhIQEprdsgrXdvNDn/fLmPLl26UM5Fbxd5PB48+uij6Ny5M4YPH47U1FSse2c1oqKj5P5pP507dzY/YahlOxgtAuNiNKDVg6V3YZA/Ez7RTilh3XIoRrvYB0JGWoYhqKQDVu4Mnc0mIfws0UA/WomOAGjiuUoDRaQp5SuFcw1JB+ZzGBflhHSJbOUh1jAkqsp/IiToobEU1jbxkkaAJQoYe0m1wrlOkxw2YmUOLZYXs0s6kDzdhi9OyuMxWKKqaiMUaR1AkUvKII44aaSDBqjBBtjwsHE0PAhUN4zC0cQyEhSueXYtUYsetkA/PisetkAbZ8C7lZmZiR07dugbuiuBU4eQ2bwZZejB4wwdOhQ5OTnwlpTAe+IEHImJiA6wR2kPEdX5BMadn5+P/Px8ebev0gPfqSpAEOT+aYiKMmZTMo+rAevtk2bnsbxx0hzq3+7Dnz9TYWWhUB6TlcOm9bBRRFfl74tO/4m9UADhXewBK7IQLvg8HirpANB4n2ksUQXpQBfStDCHEnGkvMqL8mov9HeNGmUy6cDkO2xSS1Q1hwrjhZrDZld0VfbQhElLzyH43ypp0iyMHDaBIX4MmvixWS1RIDCH8dQxNrKZw2bJ06008m3MoZYlSkzuQ7qHLTDv3GCzjobkivwzQm9EaSCv36xwmrl3hll/06qHTQqJmhh2yjbSYuZyudChQwd9w6oyoEQEXOq3Qq1nMDExEYmJifAePw5PfDycKSmIbtnSfyyR4MSv5f626l7kz1OhOIbUf41gZvey5lAeD20bva3u7d5C/hNgT3i1zCrDUFq4rOTOwCZLtBYlIYDgwk0YHjan0wkPtKQDlodNzxJVejl8xKeWWpAWWgOmL+Cfj/Iqrz0vaRhz2JT5XOo5DDAJQ85DDM8aJrgcIG4fQ0tPYonaIx3QWKL6er7KHDH2HNrJI/X6RFk4N9FIhke67wUHoCH5GM6hjiUq3YdaHTYDLb0GqMEG2DDYrr32WtX/VVVVuPvuu3Winu+//354RsYReSjWZVoyMTOHjfJ5lcGmCrMF+1fDnofNisEmeeGMqxwAQdKBdqti4VPspOqwUc5RtZk1BEpXNYJJR0yvGd3FRm9bU5aorZCoRe+MXZYoJSRqqrBeCyr5AGQvD0sWIqjjpfAyOVgGGzskCvivj8qYtVmL0lYeYlhFV5UeNlpIlJ6HaGp0h81LKoC46SHRoIeNLpxLGOLHKtIBy8MmCP4XJ9FjEhK1nkeqNOoMX5xEurSOcpxWWKI04gghBEQMGOM00kGYvdznCiwbbMnJyar/b7311rAPhqOegZWEbkQ60OxghkQtetiCIVHz4Urrlln5o+D4bN7sjFw1taEbzIGz2leNYEI6MMtho3pJGV3pc9hshkQtvN3bz38y138CQJWEYCU71/5iHzDYWDlsklK+YgEXBAEOhwBRJGqDjcYSVVwLQ5ahAexosVkPa0teUgvixwpvEy2srTXYiMEcEkKAMIfU5Dn06m8eqXi5jnRgyhKlCOeytPTMDLYA29PtFeHxiYgyYGWVBQgHMS6HAdMeTC1EgEEcYbFEKXOoJtiwSQfcw8bAwoULIzkOjroGgc4rxM5Vs25smBpspixR/29LIVHZw2bWku7mopEllGM0NcKUfTAMMq12W01hRjowY/pqaKLUtlIfTA+bSTgtMt4Zk5Aoo9IBLSTK0n8yy2ELR/4ToAjLUbwz/vGxPTSiSCCKis9RWKJKb6N+DiWR1jDmIVbbNLotsESVCfg0aRZtWDvI9KWMQWFUhd1LasvD5v+Mz4ZwLpM44oH1EnHVXqTE640sCcH8NYtebq38ClghUROWqMpgU4b/ucEmoWGdLYcKRB0T1TdgVTqgeHX8i7rem8M2KKwZbE4pJGqBdOCTJT2seti02Wf0kChN1iNo8+niqvrPU/bXmoeNZa/RDm+S7xa6DlsgHGPBO2Nbh43BEtVpeNGEc00S1k1ZouH2sDENNolNqNHxoshCBCUh9DpsQM219GzNYYghUYncopaECBzX4VDlOjElIaT8JwrpQCW6Wgtz6JRy2BilqfTVKijCuUZaehYqjkS7HIgJjNFMwNoSQxQw9rBRKx0whHMp96Haw2agw8YNNo4GCaq9xjCqTGwwmvGg97BJXz3jWKf0UPMRwjQkJChZosZgeNhAMTSVUIZEGS4tAopxp2oQXg8bsxqFvJsVEpW2KzdFhiVqh6Em16EMMSQqL/YWWKJmOWzmoqvhS1j3j5GRw2aqlK/4nEu/2AuCEJSFCDEkarUAvNsrojqwmCaaskTpIVHZw6YKidIZhkwvqcwwNFjsBVhxx1uCkZc0qMPGKv6u+QxFOFcyXkPV0gOCHjMp5MlCeZXVe9Agh82IJaoTztUTR5QEDdp92BDriALcYOOQQF0rKIu6wWdoRo6prIfhAdTGFyss2rZtW8yZM0f2sBnWoFQej+Ud022neOQCm3r07YI5c+aY9607hvEQrcNkjpikA82ALAxKrwFljyVqpTSVZe8MgyUaSi1RnXfGINkZQPgZaiYeNpaOl+yhURYPp7BEARgUD7c6h9bKUyn3NzKrQ2mDOBJkGGoMNpHhJZWYvlryCaDS8AqX0oGRh03OQfR5VS9ODoashy3SAWCZ/JMUZ+0+tF8ezmJI1BM4bhR9Dmk5bILg0LFHAR4S5WjgoHmMqIs6GN4n5QcYwrm33347hg0bpu3c0GBzOATLWmyyh81mSPT333/HrbfeioxmGejRqgeGXToMW7du1be38myvq5CoZo6eeOIJdO/eXRHWZgxHaa/RNiJ4LmzSgdlC4V9Qyk3e7AE7lQ5CZIlGUQw2reiqgcI6EP7FwjQk6mJ52PTCq3LIV2PcmdeiNAmJSuWpTAw2yRiIi3LCZVhuBKYsUZXoKqUsFRAMp+k1vMxDouH0zhh5SZWGP1HkG5pWOqAwfQ1DoiZGd5LkYTtrPNdlVkOiFliiSi8pUzjXwGDT3psywuzlPlfAhXM5/KCt6KwqBdJHLKjnsxP1KQlhDDgcAkQfMWWKSs8967IeAk6dOoW+ffviiiuuwIerPkRldCV+PfgrGjduHGxNMbLYsmaRDYm63W5ERysekKYhUc1xdTuU24xD4KF6Z+SFwgbD0Lqsh/liD9AXfMmTpi8czg6n+fsKvySEsl8tgixRuodNbbDpGYaAWjxXvcOerIdp/pPVkLZRHUqa+LEJw1Cnkm8wh+EmjSj7MqsH6/N55flkGWygMH2l73NNQqLSi5PZfRhk+YYmraMcpxWWqFEOG/seDC/L91xBwzpbDjZoOWwMYgDTHgrsePf999G1a1fExcWhfYv2uPO6O/H0lKexePFifPjhh/46m04nNmz0e7EeeuhhdOzYEfHx8WjXrh2mTp0Kjye4gDgFARvWfYJ+fXIQGxuL1NRUDB8+XHd46eG9bMmbSElJwfr16xnnKj1UBTz33HNo1aoVFi5ciJ69eqJlm5bod2U/tG/fXn9xLHjFFi5chE4X9cDX33wLACgvL8fIkSPRqFEjNG/eHHNenYf/u2EQJj70D9O+AH+496mnnsKoUaOQlJSEcePGAQAeeughdOzYEQnJiejU90I8MfMp+ZotWrQI06dPx86dO5HYNBXNO3TEf95+GwBQWlqKO++8E+06tUb7Li0x6Op87Ny5U31+DOMvZIMtEIoxe7MHgHLLDEOGJAQtdwb0kCgxSVhn57CFVD+pnAAAfFBJREFUd7GQ+zFliVoQXqWwRAGDpHXbRrfxHNou/K4cQwA08WN5/lg5bAzRVcP8pzAu9sYhUYVXV1mtQvKQ6kKiepaobHDXICQqGdFmnu5yK3VElcfTloEDK6ytZ4kSkcjLC40lalapoqHlsHEP2zkEQgi81dVh68/jrpbDh6RKgIO4dPu97mr4RB9VWFefxy7gyPHjGDl6NGbOnInhw4fj95O/Y+36tbh55M0oPVqKsrIyWSKmSVURACAxMQGLFi1CZmYmdu/ejbFjxyIxMRGTJ08GAHy9/lNMHHsbJk1+GP956y243W6sWbNGdz4+kWDhqy9hyWvz8Nlnn6F3797GF0AQ8NFHHyE/Px833HADvvrqKzRNb4pbxtyCqROm6k5U5ROkuNhmzpyJmc89h4JFbyLnkksAABMnTsS3336Ljz76COnp6Zjy0GPY/sNOdL/4IuOxKfD888/j8ccfx7Rp0+RtiYmJWLRoEZqnZ2D711vxt4fuQ0pmU0yePBk33XQTfvjhB6xduxYfvfcuKk6VoFmgpNYNN9yAuLg4vLd8JWKc8Vj23hIMGDAA//vf/5Aii2AzQqIhMgylN/tqr4gqjw+xUfSHcLXXB3fgQRxqLVFa7ox/B5slqlfJryuWKN1SDrIMGUnrqhw2PUsUMFLKt7bYJ8dZC6fZFs1VjiEAoxw2fcI6y+hmz2FkDDa2l9Sh+s4p5CoYOmzBHDZKLVGqh82m0X3WWg5bUoikA0IIQ5pFHxJVfndV5dYsV6rgBlut45VXXsGsWbNQXFyMbt26Yd68eYaL7YoVKzB16lQcOnQI2dnZeO655zBo0CB5PyEE06ZNwxtvvIHS0lL07dsXr776KrKzs+U2JSUluO+++/Dxxx/D4XDguuuuw0svvYSEhAQA/hyg6dOn644dHx+PyspKAH5Pxh133KHaHxMTg6qqqhpdDxa81dWYO/r6iPRthr8vfhdRsbH+f9guNhQfPw6v14trr70Wbdq0QePmjZHSJgXxUfGIi4tDdXU1MjIy/M3/OApAxJRHHwZcMQD8HqVJkyahoKBANtjmv/Q88odei4ceexyNG/kfDt26ddMd/dknp+LDFQX45LPP0fvi7uyTkTxsggMHDhzAq6++iokTJ2Li5In49L+f4ulHnkbrxq0xevToQHtzD9tDDz2Et956C59+sgYtmjaBIAgoLy/H4sWLsWzZMgwYMAAAsGDufLTp2oE9NgquvPJK/OMfao/clClT/EPziWgRk4b/7f873nnnHUyePBlxcXFISEiAy+VCekYG4l1OxMbG4ZtvvsHmzZtx7NgxuCsJzpa78cyTM7Dmk4/x7rvv4k7t+WoQajgtIdoFQfB3W17lZRpslhXWAWZIlFlLlLKAm+uwURZ7H/HXjEQt5rDJLMPQWKKAgmXIzGELUzjNqodUafyzWKK0cBqDdKCfQ0mHrXZz2EDLYXM4Id0AarmKIGlE9UJMYYlK10LH1AZszGHA023qYauZeLXyOUGvJaoXPgbU+Woy8ceUqc0NtlrF8uXLMXHiRMyfPx85OTmYM2cO8vPzsW/fPjRrpi8zvHHjRowYMQIzZszAkCFDsGzZMgwbNgzff/89unTpAsDv6Zg7dy4WL16MrKwsTJ06Ffn5+dizZw9iA0bHyJEjceTIEaxbtw4ejwd33HEHxo0bh2XLlgEAJk2ahLvvvlt17AEDBqBXr16qbUlJSdi3b5/8f0Oor2qUF3Vhp0648vLL0bVrV+Tn5+PSKy5Fz6t6Ij6NUpRYEAACLH/nHcx9ZT7279+PiooKeL1eJCUlyc32/LAL19x0m8wCpWH27Nkor6jAslVfonPnLiZnECQdiKKInj174plnnsEZzxkkZSXhwL4DmD9/ftBgU45X20Xg2JWVldi6dSsyUpui7PgxAAIOHDgAj8ejevlITkxGx/bZtnLYevbsqdu2fPlyzJ0713/Nyivg9amvmTxkebwEO3fuREVFBZo2bSptgiAAZ8+exf79+5k5i6bCuSYGm8MhIDHGhbIqL8qqPEhLjKG2k8Jp8dFOc+KImSSEliUqswyD7Vn5T3IOG60kjtKoChtL1GIOm6j1sFFIB079Yu8/BGPBt8owjLUW1ratwSY42XUolQnrjDqUhJnDJoXUKOOIwGJvZnQ7nU74vF74FOxdVc6WSGTihJyHqBTOFUyEcwELc2iN/FNuOYeN7mFTjlFNHNGHtZUadHQPm7GXu6HpsNW5wfbCCy9g7Nixsqdq/vz5WL16Nd588008/PDDuvYvvfQSBg4ciAcffBAA8NRTT2HdunV4+eWXMX/+fBBCMGfOHEyZMgXXXHMNAGDJkiVIT0/HypUrcfPNN2Pv3r1Yu3YttmzZIi+G8+bNw6BBg/D8888jMzMTCQkJsrcNAHbu3Ik9e/Zg/vz5qvEIghD0GEUYrpgY/H3xu2Hrr/zX44hx+A1YZ5NYOOM0b0oeD07+dhiCIMAVo1hkWalOggCn04lPP/oYm3btxGeffYbXX30d06dNx/ufU2rMCgIKt+zEyFF3Yvr06cjPz0dycjIKCgowe/ZsuVlsbBwAY5bopZdeio9Xrcanqz7Alb27Gp+4wmPWvHlzXHDBBYHz8W9v37E91q9aT20vb9Ice/Xq1XjnnXfw97/dE2jKYokaEyxo0NbrLSwsxMiRIzF9+nRcddVViK9yYcWH72HOgpf1H1aIH1dUVKB58+bYsGEDKk9Xo6rCjZhG0UhIiUFKSoppjh47JGr8Zg/4PTRlVV6cNljwy6zmziiPaaFwOKDwsNHqUGqMQ2KUsK4UXa01DxuddCAt+KqQqHR+WoONFRK1OIdWQ6LltkkjlIR1ai1RBsPQJKxtNIfhZBha8ZL6vF5NDpsyZ4vIBRyo4seGsh4WUxNko9uM6WvxPpRZovR7ENCGtf3tBYq0jn+7QofNqFIFGm5ItE7P1u12Y9u2bcjLy5O3ORwO5OXlobCwkPqZwsJCVXsAyM/Pl9sfPHgQxcXFqjbJycnIycmR2xQWFiIlJUXlucjLy4PD4cCmTZuox12wYAE6duyISy+9VLW9oqICbdq0QatWrXDNNdfgxx9/ZJ5vdXU1ysrKVD92IAgComJjw/cTHYOomFj/T7R+f3RcLFzRMXBFx9ANEJ2DLfCGKAB9+/bF9OnT8c3mbxAVFYVPV32K6OhoTR6OgI1bd6FN69Z47LHH0LNnT2RnZ+Pw4cOqfi/o3AWbvv3K0GDr1asX/rVkBf798ouY8+ILxhdSIevRt29flYcUAA79cght2rShtKf1AfTu3RuffPIJnnnmGcyZO1fqGu3atUNUVBS2bNkitz19+jR+PvCL8fhMsHHjRrRp0yZ4zbI6oOj3X1VtpGutFD+++OKLUVxcDJfLhQ7tOyCrbXu0z2qPDh06IDU1VeWNU1WrMM1hs2CwWZAUkPYlx5ks9spjMkKizBw2SlkjfS1R9tu9vCA7BZ32V6gIlXTgpJAOgt4ZTUiUqcNmLyRaXu01vA9Lz/r7MZ1DA9FVqvixDdFV/3ZpDmtJw0vykjKo7FI9UWW1A6cyBGgS1jYWzrVK/pHm0KqHLbSQqHKMZnMov2wIGg+bwT0IcIOtTnDixAn4fD6kp6ertqenp6O4uJj6meLiYsP20m+zNtpwq8vlQpMmTajHraqqwtKlSzFmzBjV9k6dOuHNN9/Ehx9+iP/85z8QRRF9+vTBb7/9Rh37jBkzkJycLP+0atWK2q5OQPX8BENktHJTeg8bsHnXLsyYNQtbt25FUVERPl75MUpOlqB9x/Zo27Ytdu3ahX379uHEiRPweL3IbtcaRb/+ioKCAuzfvx9z587FBx98oOp20iOPYe2H72HmM09h79692L17N5577jn18AF069kbLy9ejqefelItZqs/WelE8MADD+C7777DM888g19+/gWr31uN5UuW495779W2NvRA9enTB2vWrMGM52bi9YWLAAhITEzE6NGj8eCDD+LLL7/Ejz/+iHET/waHw1GjxT47OxtFRUUoKCjAgQMH8PKb8/Hh2o9Vbdq2bYuDBw9i567dOFlSgqqqauTl5SE3NxfDhg3D+i/XoejXw/hucyEee+wxv+6cXQ+bZBSZvNkDyvwZ9tv9aVsGm3WWKBHF4PebUvydJQnhrPVwGt0QCgqvMjxsysWexRJl6rBJ9WCNvS5JivCYUUjNstHto3tnAEYtUUo4DTCaQykHysDDFgkdNg/D6Ja19BQVKBRjJtSwtpIpHzTYdIQnix62RIseNuu1ROlGtzLsrroPKSxRM9IIy2CT78OoP38KkhINyzwNER988AHKy8t1OU25ubkYNWoUunfvjv79++P9999HWloaXnvtNWo/jzzyCE6fPi3//Prrr9R2tQfjL7tpPh6FJZqUkID/fvstBg0ahI4dO+KpaU/hwekPon9ef4wdOxadOnVCz549kZaWhm8378DQq/rjgb/fi/Hjx6N79+7YuHEjpk6dqur2ssv6Y9b8RVi3djW6d++OK6+8Eps3b1a1kfQoe+T0wapVqzBlyhTMmzePMe6gh61Xr1744IMP8PbbbyPn4hzMnz0fjz3zGEaOHKlvb6LD1q9fP7xb8Daee3EOXv/3vwH4Q/65ubkYMmSI32DqdQnO69BRzqUMBUOHDsUDDzwgX7Pvtm3CI/dPVrW57rrrMHDgQPxlyBB06X0J3lu5EoIgYM2aNbjssstw9713oc+VPfDXsaNw+PBh/wsOQ8w4HB42KyG10jB42Ki1RBXhQRrpgCm6Wg8kIQCFd8YC6SAYErWrw2Y8h9EuB+ICZBGjBV8yulPirRYOZ0tC0BmG9Bw2ZXiRiCIIYSeth1uWxT+uQF9aTbUAgmFtDUs0MGyfykuqF85VXotQ59CqNIu03zJLlFXPV3Cp1hAqS5TpIbWohdjAPGx1msOWmpoKp9OJo0ePqrYfPXqUmReWkZFh2F76ffToUTQPSBlI/3fv3l1uc+zYMVUfXq8XJSUl1OMuWLAAQ4YM0XnttIiKisJFF12EX36hh7xiYmIQE0NPuK5zGAjnAlCxmFgVECAIOK9dO6x5/304AwnwZzxncPD0QRAQpKWl4bPPPgu2P7YX8FZh5jNPYebsOaquJkyYIP/tdAjI+8vVGDZsONqlJUCLQ4cO4azbh5+PlcMpCOjfvz8qKirMTzZwIkOGDMGQIUNQ7i5HUVkR4lxxmuaBBzzFgN25dQ8apwdzzPr26YP9u3YgLnD+iYmJWLp0qbz/1C9H8fQLz2Jsh7sMxqc+NxpmzpyJmTNnAgDcf1QAIsHERx+U98fExODdd99FVWUFSouPyAzfxMREzJ07F8/+cxYqTlUjtlEUklL956tUYaeVQDBcKCQGAwNWFgvZw2a22APMxYLGElUm4As0D5uNt/uI6D9JbEGzHDadrEfA0FOGKCmFwwGDHChbeYgunPX4DPMQLXtJjQqH22GJUjw0yrQLmpc0Egnr0veB6WFz6j1s/u0CRC9RzyFF/Fh5LXyiTy0MbTckauDlFkUS9JJaNbot6Oj5d7DzSNmkER4SVaJOzzY6Oho9evRQCZyKooj169cjNzeX+pnc3FydIOq6devk9llZWcjIyFC1KSsrw6ZNm+Q2ubm5KC0txbZt2+Q2X3zxBURRRE5OjqrvgwcP4ssvv9SFQ2nw+XzYvXu3ylA8Z0BxGQkm+9k1Rilt6dXlTTryQy4Ab5A74wsYG6bsQuXxdLpyDMOMmsMW6ELrpZQ12/zbt2/fjrfffhv79+/H999/j9Hj/d+ja66+xnycVmFgKAlshohyuHpY8rBJD2riV643gCwLYcE7Y8nDxkh4lhZ7FTtNuUhSGGos0dVa87BFmYVEzYRzrbNE9aQD62Ft2Utqxeg2m0PG/AEMo1uqQ6lZwOlljZRerFqS9ZCMbmYOm6Slp5lDWrUKSlhb5WELUQ8xUcH0ZVWpKa/2Sqo1IRvdkodNWx4uKF6tFs4FKLIsBqQRIHivNDSDrc5ZohMnTsTo0aPRs2dP9O7dG3PmzEFlZaXMGh01ahRatGiBGTNmAADuv/9+9O/fH7Nnz8bgwYNRUFCArVu34vXXXwfgX2wnTJiAf/7zn8jOzpZlPTIzM+U6lueffz4GDhyIsWPHYv78+fB4PBg/fjxuvvlmZGZmqsb35ptvonnz5vjLX/6iG/uTTz6JSy65BB06dEBpaSlmzZqFw4cP484774zgFYsM6ClsSlak3uNCC4n6+6LkuxnkyJkZbFIBeCNZD2mf0mArKiqSGaBqEIAQ7Nm2Ea3PS1NsVRtb//3vf/3zTvztoVnYD/z4hy6qTMt3e/7557Fv3z5ER0fjoi7d8cW7a5GWlhrsnwFjL2EQAXUU+nVkXX+alzRUlijgX4AZD1fApoctDKQDauFw0BOe7SwWStJBuCCF09i1RFkeNhrpwJglGmniiDSHSaaLPZslahwSpXvYVBIZSiYmrZaolP9kVuvUDqx62LTlxZwOAKLGYNOHtZXGK1v82FpI1CsSnPX4EB+t/36fPuOfv7goJ2IY3q3gQOwytSXxaoW0DiuHTTSuJSrfK7zSQe3ipptuwvHjx/H444+juLgY3bt3x9q1a+XwY1FRkeoNuE+fPli2bBmmTJmCRx99FNnZ2Vi5cqWswQYAkydPRmVlJcaNG4fS0lL069cPa9euVeUNLV26FOPHj8eAAQNk4dy5EsMvAFEUsWjRItx+++1UAcZTp05h7NixKC4uRuPGjdGjRw9s3LiRYSScexCEQI4FgXpdZ+W+URZ8di1RZXvjIqFOSx42/z6X4sbPzMzEjh079I1PHQbcFcjMVHtCtV7Anj17YseOHXAfPgyxuhpRmZlwBqReqioYD0dNVYSLLrpI9uQSQuD5PWCECcH+awyWAQ12+Fr+iMpe04TA5bYmOWyA/+EdpQklK2ClPJVlg40Qpg4bdbFQGjqKZ0kwMZ2+WNBFVyOQ/yQtOj6RWlFE8hIxDTaVrEdkWKJAcF4MQ6JnrIZEzQ02KyxRyUOjYlwqvL1UD00kvKSS0W2Ww2bBwyazRBVGt/JasLX0jOdQ0jf0iQTlVV66wWY1BxFgy3owysPBY6faiEmlAy6cW3cYP348xo8fT923YcMG3bYbbrgBN9xwA7M/QRDw5JNP4sknn2S2adKkiSySy4LD4TAkBrz44ot48cUXDfs4Z8DwXgkQ/IYMJaeJJbBKC6dRQ6JWPWwKvSnaggYEDTalh83lcqFDB0pVgRMEcFeoRFQDg1SdR1xcHDp06IBqAGJVFaLbtIEzMREAcLbcjfKSKr2NaqEqgrRf6r/GMKwBauZho/RFCHVO2CFRWBbtNGKJ2mYYascABktUUYdS+d2heWcAxWJBY4lGZLFXzJ+PyBIREoIMQwuLPYMlypSFsCi6CiirHdDbiiKRa8Gaz6FkcLNz2Oiiq/TSVAJFdFVwOKjPCilsGVYdthrksAFBZX//uKIC41R4hgUBLsEFL/EaVKswnkNBEJAY60LpGQ/KznqQnqQnPlmWZVEez6K0Di0kaiZezazny3PYOBo0WDaTQDG4VGRC5QcpBhjDuPPvk75+1kKiBHJVIB1oBhsbjBw2TUg0uMOIJartA7q2+p2RAf0a068HM7eN5iWVKh1oSQeCYD0cY4Elaj1hXXEsCyxRIr/ZaxYQk7JG1Bw2abEPZ0hUEdah5UBJi5ZPF06zzhINT0jUWBaivMor3xeW59Bq4XBWSJSaw2YmuhoYZERYosZhbV0OGzUP0ZjpG6r4MWCemlBq1UOqPJ4BS1QJ2hwG70H1XBhWqgA32DgaOhjGhEDx3jCXKkqczTAkatHDJgjBcbDCorYMNvl46q8/y2CjG2FEv0nRN3UUFEM2LLAQdWZ52LSeT8FgTozL4pjlz5jXMbS8WFgoHK5aLBiSEKxKB0ainZFY7KFYrGgeGibpgJqwzmCJskobWfTOAOYhUck7ExflRLTZ9bGZw2aPJUqfbwlBo7v2WKJOZg6bQUjUMtNX0tKzPofSvaaFrZAoQ0vPFkuUqcMmyX0w8ugiwdY+B9CwzpaDDROjiaiTnRQ7oN9OyXczZImauJ4EQQgSDxgGm1cy2CzVcmV42GRPmra5dEyah03b1CAkqugmrDVnjUKiZkxcnYdN2q43uullcSzWMQynh00eh6CvQ0lo3hmG6Cqj+LvPQAMqIh42hwAEFixaDpSZrIeSdAAWS1Ra7HXSLOELidpj+bJDotSwNiUkSkhQDkMVEjUJpyECpalgwhIN6rB5NNuN6sGq28p5iEx5HfM5bNzI3/aUicEWjpCoFZYoM4/UaqWDMN6H5wK4wcYBgL2eCyZGlWorra1hSNSahw0AXE7JYKM/EEPysNkMiVJtLOv8C/MPhQoag0DeRb/GzEtvMHBdsjNgORwjvbGXnqFLCogikQ0B6/pP0brxUhmGlLJUgIUcNtpiESE5Abk/modNymFjCedaqCUqC+fqqlVY85AC5kZ3aCxfdVtCCGMO9XUoldpltJAoO5wm5U3VojSLXJrKCnEkcmHtxvJ9SG8b9LDpDWkdwsESZWkhGuWRIjLkn3MBDetsOeyDKtWh2G9SZ1NQeaUY7hwLBptkiHlZIVGKrAcTFI+ZelRag03aofcs6sKnBn0zPXg1hNydgYeNTvpgt1fNISuHDbD8dt84sAB4RUIlHpRXh5D/ZFA43A7DUM8SDWj6GYiuht9gY3to5Bw2bWkqag6bMUuUnf9kI5wWQYNNJMHzV4e1DepQQmOwGRncUFzjcJIOTKRZnAziSLC8mHk9WHZY27qXVLoPSyrpBptkyIVDC1Gbw2YUEtVWG/EZ5ZGKJJjMzD1sHA0SLJaoIQOR7mGjFQ73t9XmUVkLiQJBuQ6awda2bVu8Of8VADUkHTArGlBIB4HfSalxWLlypa4tNeRpbCeGDiPhXMYlNptXSyxRwPJiERvlRKNo/8P3FGWxkLw2sVEOC/pPBqKrAaNSzTAMjDuKkbBuw8MmL/ZhXiiM6omaF39XfMZJX+yl68HMf7LgnWnSyHixt6zBBjBZosqXAnotUf1iD2gLhxvXoYyoNItZtQotkcBwDq0yfa172JrIIVGWwVbzkCi1PBwU9yFFOFfrYSNGc6h6QWlYJkzDOlsONkxsJpoYru5zBgxDALjj9jtk8WJVe0J/yClhpsVGQvSwtW3bFoIgQBAENGvUDF3SuqBFYgtV8XczLyJ1u6HBFvmQ6O233x641kEjWp2HKA2JbkTTjG66wWYjHCMt+JTFQlpAUuKshGIMyhpRVNaDIVFWDpuWoWYknBuhUIxBPdFgDpt6n6CQu5G3sUKikoeNSTqwYbAxNAilxb6xpYR1Y4YhYM4SVed96UkHzMLhkSAdmJYXM/Ow1VJI1KLRbY10QJ9Dqo4ejOcwlDxSgBtsHA0VdnPYjERyLYQ4/bAm6wEAroDgKSskKnvIbXrYtmzZgiNHjuDIkSPYtX8X3nj3DQBQ6/wZhER1PRudihGD1CI8Hoony+Cym5IbWDlslL7oLNEQ3u4pi8XJwDapjSGsFA43CacBRgw1gwU/AqQDQOlhMzLYtDlstIR1Y4ahXnQ1cL2Jz7S8WNPA3JRXe1Ht1bc9GTDkmiSEnv+kHJ/KQyOH0xg5bIo5JAaLPaC4xpHQYWOFRBlhbSpLVJpDhtGtN9islxeTjGkz0oG9F6ea1xJlkQ7o4tWKa2zpef/nATfYOPxgsw4CuzVJ6/LH9F6b9z7+GF27dkVcXBzSUtNw53V34vknnseSJUvw4Ycfyh6tDd8UAgAeevxpdOzYEfHx8WjXrh2mTp2qM0w+/3QNbhl8JdpnNEZqaiqGDx9OHa7LIWDBggVISUnR1ZzVn6uAtLQ0ZGRkICMjA83Sm+Grz75C23Zt0b9//2Bzg5CoFjNmzUK33L744ccfAQBHjhzB4MGDERcXh/bnZaPgg3eQ3esCzJkzh9GDGoIg4NVXX8XQoUPRqFEjPP300/D5fBgzZgyysrIQFxeHzr0uxLx//0se1BNPPIHFixfjww8/hNPlQvMOHbHxu00ghODXX3/FjTfeiGYZqejUrQ1u/etNqgLzwRB2eFmiQNAYO0kx2CSvTVNLi715SFTtYWOIrlJEOwkhJsXfI0U6YHtogsK55qWpgoXDbQrnApbEj6UXIposREllNYCgYWcIBktUOT6l0R1k+lJEVx2C6sXEVHRVIpuEszSV1JcIOtOXSRwJGHpKLykjJMpm+tp4aYpnvzQBQc+bPVmPmrBEWS9NbOKIfH2dgi6U+mdHvah0wGENhBCmzk9I/XlEkMBbNSEEolv/1kw8JNBO62ED1Ttz5Phx3HbPPZg5cyaGDx+O8vJyvPPJOxh641BUHKtARXkFFi5cCABo4qoG3CVITGiERYsWITMzE7t378bYsWORmJiIyZMnAwBWr16N22+5EXfe9w+88K/XkZ4QhTVr1gTHGPjtcjgwa9YszJw5E5999hl69+7NOnN5vEpUu6ux6t1VuPu+uzVhX1pIVPMvIfj73/+Ojz78ECvfXoauXbsC8NfCPXHiBDZs2ACnT8A//vEPHDt5nDEuOp544gk8++yzmDNnDlwuF0RRRMuWLbFixQo0bdoU//38K9xz/73IbN0CI+64FZMmTcLevXtRVlaGN//9bxwvOoSU5GR43G7k5+cjNzcXX6zfgDOlHsx5+XkMHDgQu3btQnR0NJ1xGthGJR3YYBkaLRYldjxsIjskaqcOJaHksCmNIupiIXtnIsQSNfKwaRd7ihRIUHTVq6oKYqrDBgSuq179Xnm8xvFROFHhxskKt04pP+gljWH2IcOEYegUnOpSaRSWqJmHlKXDFglZD634sfbYbGkWCulAyrVkhERrEtZubJDDJopEvg9TE0KfQ5l0YKOWqOBgpCU4KPeZN/wh7XMF3GA7h0A8Iv54fGPdHHtyuup/2V5Tsw5QfPw4vF4vrr32WrRp0wYA4Mx0ghCCuLg4eNweZGRk+JuXFwNuYMqk+4CU1gD8BIJJkyahoKBANtiefvppXHfDjfjbPx5BXJQT2emJ6Natm2Jw/l8vPjMNq99fjq+++gqdO3c2OBm6wfbJx5+g/HQ5br71Zmp7dXgxeOJerxe33nortm/fjtXvv4fUxikQAPz000/4/PPPsWXLFvTs2RO+Mx68OnMeOl92EXtsFNxyyy244447VNumT58u/936pkwUfrsR737wHkbccSsSEhIQFxeH6upqZDRvDuFsJQBg+TvLIYoiFixYAK9HxKkjlZg7+1/o0KUVNmzYgKuuuorOEg1YbDWR9QCMc9hOyN6Z0BcKgKGyLuWw6XTY9BpQyrCjUTimNkOikugqK5zmo7BEAQCiKHszTHXYAMte0hMVbmoOlLTNkoeNtdjTWL6AIcNQOxdSYr9ZpYNI1BL1j1UEorUGG0P8mDaHjLA2OyQqvTSxy75JaKLQYdOW+Sur8sgpJ/ZenCyIVwPUOWRXG2HLesge0nDq6J0j4AYbhzWwlPKJetuFnTrhyn790LVrV+Tn5+Oqq65C1yu7IjE5kdKpv5Pl732EuW++jf3796OiogJerxdJSUlyqx07dmDUHX8FQM9hIwCWvP4yqs6exffbtqJdu3Ym50Gna7695G30G9APzRVF4VmCwcrNDzzwAGJiYvDdd99BqD4LT1UVIAjYt28fXC4XLr74Yrlth6z2aJzSmD0+Cnr27Knb9sorr+DNN99EUVERzp49C7fbjW5dLtS1EwRBtq537tyFX375BYmBeqjSOVRVVWH//v3SJ5jjCFdIlOphC3NIVO1hM65DqTbYggYTNQfKF/7F3j82A5aoyziHTeX9dqnPW1r82TpsTkBw+Ik/NvIQTwYMbCVseUlZLFEbdShpHlIgWPzdwWAbB2uJhpl04IA/JEozuuXSVBqjW/KSKufQtvix9ZcmKdTpC8jrKNmgJwL3YFKsy7xSBRDWWqI6g81rlJYgMbW5h42jHkOIciDzyT5h66+i6ARinAGPhiAgKjNB16a0+Aiqz1SC6N5mKDFRQYDT6cSatwuw9fAhfPbZZ5g3bx5+f/R3LFu7jFIeSUDh1p0YedcETJ8+Hfn5+UhOTkZBQQFmz54tN4uLi1NVOtAXgCe4uHcuvvliHd555x08/PDDBmdNN8AOHz6M/375X8xZNEetrcaq8KDA//3f/+Htt9/Gp59+ioH9LwtcHQOWqE00atRI9X9BQQEmTZqE2bNnIzc3F/GOGMya9Ty27NxK/bwAAQQElRUV6NGjB5YuXQqvx4fTx84ADgFNmycgLS1NahwYq97DZkg6sFAWx0gWwt5ibx4StcQSparkBxdD2oJfFx42h42yRqpQnNcLRPuvkeTtYDJ9vVWWFnzJA6qdQ0JIWIgjtBxEwB7DMCjLYkI6CPccOh0gomgszcISP6ayRMPP9I1x+eV1Kt0+nKp0qwy2kxV+I9xSOFR5PKssUSms7TIPaweZvkZaiNzDxlGPIQgChGhGXkYo/UU5gg94AXBQ+nZEOyB4HDq2IbVGZWCjIAB9+/ZF37598fjjj6NFqxZYv2Y9oqOj1W+YgoCNW3ehTasWeOyxx+TNhw8fVh3rwgsvxIYvv0TOwOsgEgKRqJ+1hABduvfAXXffi9tuvAYulwuTJk2in7TKaAy+oS1cuBCpaam47P8uo3/OoJuhQ4fi6quvxi233IK5z8/C1QPzAQHo1KkTvF4vtm/fjh49egCE4JeD+3Gq9JSlY7Dw7bffok+fPvjb3/4GAPBVunHg8EGVQai61oIAEILuF3XHOytWoFmzZmgUl4CT8RUQBAFprRXeTwbJBGAJ51rPYTMS7QwXS5SaP2MmnMvIYRME/Ru8nC9Wm6QDJkuUkv+k9EApzoVJOgAUBlvoRnel2wd3YOzWvKTGOWxR2rmVwmkKLT12LVhjHTZEgnQA+L8THtHQ6PYxSAdWxI/NtfTM5w/wpyZUus+i5IwbbRF8GZTuQUvzBzC9pKwcNnkOKaWpQtFha4g5bA3vjDnoIPRFmrmAU15uBACbd+3Cc3PnYuvWrSgqKsL777+PkpMlaJfdDm3atsGuXbuwb98+nDhxAh6PF9ntWqPotz9QUFCA/fv3Y+7cufjggw9U/U6bNg0FBW/jX7Nn4MDP+7Bz504899xzuuNf0icXa9aswfTp09ksTIqBKYoiFi5ciOtvuR4ul4tNODCQyBg+fDjeeust/P0fk7Dqk7WAIOC8885DXl4exo0bh82bN2P7jh249+H7ERcXV6NaotnZ2di6dSs+/fRT/O9//8PjTz6BbTu/V7Vp27atfK1LTp2Cx+PBLTePQGpqKq655hr899v/4vCvh/DNxq/x97//Hb/99pv6HCm6eyIRVUr0AGwp5TcxqGNoL//JICRKyZ+RQ0sWQqI+hXeGNkeRq3RggXTACKeJrJCowjhgkg4Ae0Y3w2CTQtqxUQ7ER1vwA5iwRLX5T4YhUZ2Gl8U6lBGaQ1tGN0WHjSV+HA7hXCB4j53U6OlJHjZLL03K41kuTSXNIcXoZuiwGeaRNkAPGzfYOIKg2Wtm2mqqHDYBSQkJ+O+mTRg0aBA6duyIKVOm4OEnH8aleZfi9r/ejk6dOqFnz55IS0vDt99txtCr+uOBu2/H+PHj0b17d2zcuBFTp05VHeLyyy/HihUr8PW6T3DjwMtw1VX/h82bN+uG4HII6NevH1avXo0pU6Zg3rx5lk7y888/R1FREW669Sb1OWvP24Q5ev3112PeC7Nx36QH8eHKDwEAS5YsQXp6Oi677DJcP/JG/HXEaCQmJCI2ls3GM8Ndd92Fa6+9FjfddBNycnJQcqoEd426U9Vm7Nix8rW+oEcvbNn2PeLi4vD111+jdevWuOGG63HpgN544KHxqKqqCuYMmhiSNRHtlN7cT5Tr85+kxaKplXCMAUuUprJO5GRnTRkkymIRlBMwYRjWSaUDCyFRhyM4h0qDjSW6CtibQ4bBZos0ojwWiyWqDYlSWKI+hncmmP/ESFiXOEdhXvCNvKROM2kWRY1ks5Ao+x605mFLS/Q/e46VV6m2n5DzSGs2h+YsURukA9Yc+g9gbZx/IvCQKIcxGMK5kveBaNqe164dVr31FqJbtZI3/+/U/+DxeZCalorPPvss2P5MCVB6GDOnTcbMeW+o+p8wYYLq/2uvvRYX9rsKZ9xetGkaj2SFsONXW39Epdsrl6+67LLLUFFRQT8fZa3PwDlcddVVfo2y8l9RVl1Gzz/TdiOdQlk14hKDY7lmyGAMyb8KTVq0BAA0b95cliDxllWjaN9BHDt+DB06dDA9hn+4+gU8JiYGCxculOVRxLMeeE9W4enHn5LbpKWlydf6+OGDfs8RIcjIyMDixYsh+kSc+M1/jdJaJ8rzaWage0UvopWGkizaab7YSzIQ5dVeVFZ70SjG/9kqjw+VAUkZWyFRAw+bupao9eLvQcFORv5ThEgHxixRKWHdPJzm78sF4vFQQ6LGYW3zBV82uivURvdJO6QRwLZ3hsowZOWwiQbeGaVmXZhDaoZeUqYOGzsP0TLpwGH9HgSA9CS/QXa0TDOHAaM71bKHjf7iJLHJ2UxfK9IsBi9OXNaDgwOBRVpjrJg42KgeKJ3IrmTcacOq1isdAEBU4OHm0SxQnsDbqcvSDUyX9AAUxpFA2yaAWpJL241GAuSLL75ARUUFunbtil9/PoxHpjyCtq3b4LLLrOXKWQLjumv3EwbhAsppNyAdAAZK+RYW+4QYl5zwfLSsCu3S/CSX4tP+N/24KCeSYi08kuyyRBnCufKCr9B6Mi0cHiEdNoQinEsLpwH+sKjHEzxvmHjYHNYNtoyA0a1d7IvL/HOo1WZjwoQlqi9rZMAwZHnYKJIQSmMq/B42tpeUWenARkg0HKWpgOAcHStTe9jkShVWDTZW8XdWLdFQhHMNSlOF28t9LqDhmagcbNgIiRpGzhgGG7sMklWDzf919SjekgkhsgEXpbmBi4qKkJCQoP5JaYqE7L5I6JCLoqIi9bClwu2B8S5duhRJjRsjrXdvpPXqpeon97Ke6nPT9CFZPh6PB48++ig6d+6MG269CalNUvH5qs8QFRWFpUuX6scX+DHUkWOBaa8xrj/tYwY5bEDN82fSk/ULvrTYZyTHWsvts8ASNRPOJYTQQ6IB45+62AORK03ltJD/xPTOaGqMSguiwiMn57CxSAeALS9p8ekqlff3aMDozrBssDFqiZqF0yzkP8nhNIroqhxOExD2skaWmL5WyovJwrkaD5uZ+LGF8mKA0sOmNtiOnA7eh5ZgkyVK00OkVRsBjIkjskHMQ6IcDRmEEH0w0IA16N9u3lageXj8eyidsOEK3NRexcNNkvnw71ffwJmZmdixY4e6E89ZoOQA4HAhMzOTehzJCBs6dCh6XXQR3IcOQRAExGRny23OnPKoTkGGxoGXn5+P/Px8/7hPVUGs9MCRFC33n5OTQx1DVJSF0jDygCnhaQpUBd1VqigKFxvDYHIIUi3XmjHU0hNjceB4pWqxOCp7Z2omJwAwFnyvPiSq/MqpDDbJw+ZgedgiGxJFKDlsGm1CmvCqnLBuSDown0PJYHP7RJRUuuV8J6XRbQmhhkSj9OE0XQ6bUVkjhYZXTYg/VBh6SenEEYEyh0zhXKvlxRjfXQnNWF7SgMHWPDnO8PP+AfsAiYDEII5omb6Edh/KYW1NpQMDT3dD9rBxg43DEKzi79SHnckDUB8SpffNQpRD72GTvGsuhwMOzfFdLpc+V8xdCSR7/Q8ZzQOdaMKZiYmJaNS+PapFf6mZWEVfp4or4an26Qw2osyR00ITcU1MTJRFbGsEShhTtdvmdfZ3pW7LFF61mfAsLejFCoOt2LZ3hh6KUbJYlW/3hLrYKwRyFQu+z4R0EDENL6McNhc9h02g5D8BCNYT9eg9bDUlHUS7HEhN8Fc7KC6rChpsducwHCxR03Ba7TIMrWnpWfCSmoREmWkJgGl5McD/0gSoSQdenyj/39yK0a28360SR4xYojodNoNqFRF6aToX0PDOmIMN2npuRhKlhc5YHjZdJ3ZDonoPm2S8acOhTBgcS+8BVLYXqJt1R2WUvVIh3G/2ZvYY5fqr6jRSvKTa62TOULOXP6P0sMn5T1a9MwyWqNJ7RK10QBFdBdRv6kbsNH9fkZKEMPDOMIRznQyDjRYSNSYd2JtD2eg+rZ9D+x42RsK61ktkGBLV1qE0mMMIangZeUnlHDY7wrketWHGFs61V15M8mSfqHDLz89j5dUQiZ9pb6uOKGCp0gEhJKiHSCkvpg1rE4MXp0jJspwLaHhnfI6BFYqM0MF0m5iswVBy2HSd2/P8SCFPj6j0sEkGm9WvsmRQUfJbNDls/o0sy8wYVJssxL5Mj8XKETTbb+QlDbSVvn/mIVG7DDV9SNR2/pPmzV7peTBjiSpLAamEc+U6lLUbEoUVDS/NQi0VzNaFRCnCq8ayHvbC2tI8Kb2kUg6bddKBNIdqo4qZsO7RS0KwFntfXXvYfLSQqP8aW9HSYwnnslmiTkD6vlsUsJZecI8FJHaOKOZP6+2iwsjDRig5bEpBakoOG1NLjxLelfMQG2BIlBts9RRSDtOZM2dq76BUDxs9/0y+VajeGU0XTJZoaKQDn0jgCxhtLMIBEwYhS21INDBo9VgNthNCDEOiRtHSGoE6Gfr9rDlUed407jq3278AuIn/d01YokAw3PJ7aXCxl/62FIpRHouh/wSo82doLFGRZbCZeNgirsOmDW9CYXgQojLaWKQDOSRqWTi3Zh62sioPyqv9x7I+hya1RG0I5+p12IzynyKXsC59J4iHncOml2axzxKt6Rw6HAIyU/x5ar+W+NeXI6fPAgAyU2x6uQWHLmeOqoWoPBcl+YelpWfEEm3AHjaew1ZP4XQ6kZKSgmPHjgEA4uPjw54k6/Z6QEjwS++qEuDQfCXcHg88Ph+cbjeqqqoUn3XD4/WiqhoQovw3kM/jgUcU4fB5QRRtfW4fRK+I6qpqVBEFM8njDoQPfICivREcohc+UURZxRnERbtw5sxZv6imKKjGx0R1deCYRHdMn9sH0SfCXeVGlejfJ1ZXwS2KEERR1b7aWwXRS1DtdoAEFhc/Y9UXOEw1HJrwh8dTDeL1wVkNOJ36h3qoID4RHq//Qe07e1b3PXF7ffD4fKiurlaJx3p8bhCRoKrKCZfP/9D1eD3wiSK8bjc8Z87g+PHjiI+PhxuB/rUJzw57HrbWTfylcA6frJS3SX+3adqI+hkdTIpOA+a1ROWEdUG9WJgXDo8s6YC62CvH7fXJJeSkxV5r5AVDonoPW01ZogDQIiUeQHCxP3zC/zs1IUbW1jMFIyRqLrqqz0PUs0QDXlID0kFENLwMPGxORlhbCucSWkiUJZzLCmt7z1p+cWrTtBEOnzyDwycrcUm7pvjtlGSwWSAcAMz5AxhGt+JcqF5SltFNuw856YCjPiIjIwMAZKMt3KgqKYdLCC7gztNRulql7rNnUFVRgaiYGMSVBcVoz1Z44K32IabMheiAdpZYVQ1fyUkIrii4FIvFyaqTqPZWwx3jRnxUfLBznwcoP+5/S6u0pv1TUl6Naq8I7+loxEc7cay8Cm4vga9RNMqs1Fn1nAEqTwCuGOC0etexM8fgFb3wxfkQ4/SH7kS3G74TJwCnC0p/TmVpNUQfQXxlNJxRgYcuISg/cRwAUO716WpR+srdIF4RjtNR1LqtoYIQAl+pP7ThOhOj8waeOV0Kr9uN2MoziI4NPpArTlWBiMCpM9FwBhYbX1kZxIoKOM6cgbOiAg6HA61btzbQgLJnsLVN9c9/6RkPSs+45b8BoE3TeObnVDBRWHcIDjmE699BW+wZcgKShhctFCMSQPLMhd3DFuiPGk5TLnBeANGBMTJYoi5JeFXPEtV5SIGgx4MWLqUgK9VvWB844Te0DwUM7rZW5w8IGhYsSQjt9aeJrjJlPQzqUEbIQ+ofm1G1CrPSVPp6sEzhXMOwtsX7sGk8vgZw6KTf2D543D+H0tyagjF/AEsLUWGw0bT0GOLHdA8bl/XgqIcQBAHNmzdHs2bN4PFYe3Oyg61vrUDLRlny/8mDshCX1VTVZs83X+L795aj7YUX4Yo77pK3F37wCw7sKEH3/2uFTv1aAADO7NiBI/98GtFt26DVq6/KbZd+txSbj2zGvd3vRX5WfrDzsiPA2lsARzTwt42WxvzO2p/w2Y/HcEefthh5SRvc/8q3qKz2YsGoXshKs/Cw+d9nwLePAi16AsPnq3bNXDcTv1f8jhmXzkBWqv+6nNm5C0f++TSi2rRG6/nB9h/O2Y6KU9W46s7OSGvlZ3q6q85i6byZAIBbn5uLqGi1EXpy2V54jlQiZWh7xGY1tnS+VkC8Io5+4K8l2mx8NhwaL8f6N+ejaPcO5F4/All9+8vb339vG86We/CXu7uiSXP/tTu5eDFKC5YjaehQpN1zN6Kjo+FwOCyIdlr7fsZHu5CeFIOjZdU4eKJSZvY2S4yxVoNSeSyL+k+EppLPZKeZv9n7+6q9HDanqhwTLSSqMRCkkJpikZQT1sPgYWsfuM8OHK8EIcS+hxRgiq7Ki72FkChbdNU8/ykS4TRrOmzm5cVk9johIKIo5yoySQeAbYNNmitp7g6eCNFgM6o2ovRyq0KiFgw22eimaelxDxtHPYbT6WQmQdcE5HQ1XIq382ifS1fj0gUBZ0pOoLqiXLWPeJ2oOi2CeJzydtHphOPIETji4lRtK0kljriPoEqoUvfviQcqfvV72CzW1kxNTsDv5T7sOV6FMz4H/nfC71nKykhBbJSFa0TO+o/pzdYds9hdjCPuI3BGB8/J6/XAceQIXElJqrFXlYmoOi0iJjpG3k68HpwpOQEAaNSoke4N31VBQMqJ6jPhACEErnL/PMY4o+GMVRuKorsaZ0pOQHS7Vcf1nAGqTotwClHy9mh34HxPl6ramrJEaZ4bBrJSG+FoWTUOnayUc+bahrTYm7PTAGOWqJ5haOHNHhEMiVIWe4FSiQEwKE1FYYlKOX01lfUAgNZN4+EQgIpqL45XVONgICRq2UOqPBar0oEFlijL6LakwxZB0gG9NJXEElXfJzQtPaUXEV4vEHjxCydxRPKGSnMneUvbpSZY+rxRSJRezzcwZodD9X1mSrPIeYgGsh4NsDRVwztjDiYMGWpW6hhS3uwBA3aT9JAhoiWFbiD4dr+vuBx7j5QDAFo3ibdmrAGWRFdVgo8SFV1jfBGKaKdyMRVoKuuREl0VBDlEZ1QWhxWOUTImZa0yy2Vx7C0UAOSSVPuKK7D3SBkAoGOGxYUCMBdd1XhnaCxRdlkjqZYom2HobxApHTYKU1sQqB4aloeNxjK05p2xNocxLidaNvYv+L8cq8CewBx2yrChKcgijthgifoYYW2fBdJBZDxsbGkWpw0Pm1pYNjJ5iO0D9+D+YxU4WlYl14aVUhZMYaU8nPI+ZDxHfZTnqH+7eT3Yhkg6aHhnzCFDu+TQRTsDDwmGfpBqsWcly5qJrgKWHzQXtkwBAPxUXI7Nh0oAAF1bJlv6rOo4Vl35Uh5QlHoBoS34Su8MjSASyQdNaOEYyehWGiKB/BmPVaPb3kIBAN0C87Xj11PY/bs/kbBLpp05NGaJshZ7UJKdmSVxaN4Z6To5hbATgIy8M/7x6I1uWyxR1vwBIc1hlxZJAIBNB0rw89HywLaa34ehsER1RrdUXozqnakF0gEth41Z/J0izaL47tGMbnoeor3UhDZN45ESHwW3T8TyLb8CANqlNUJirMUKK4yQNmDCEtVUcCFm5cVq2Uta31EvDLZXXnkFbdu2RWxsLHJycrB582bD9itWrMB5552H2NhYdO3aFWvWrFHtJ4Tg8ccfR/PmzREXF4e8vDz8/PPPqjYlJSUYOXIkkpKSkJKSgjFjxqCiIphUfyhQjkj7891339kayzkFasIzowYeLVmWslAABnUMQzDYmifHolliDHwiwaJvDwIALrSzUDAU1pXjUy4WtBqGAF0DyjDZGaiVhGejcAxLZd2nYqj5H6iRKjwNABe19ufvbTt8Ct8XnQJg1+g2DomyFNaVDFnTHDZqwnokRVfZ3hkgmI/lUxAJZA8p0bw4UViizJcmIKQ57NGmCQDgzW8OwisSNG0UjUyrkh4Aew4pCesAiyXKWOwlLylNdDWC+U+G1SpMi7/rSQcAQBS5y8YeNnteUkEQ0C3w8vvGfw8AgPy/JVhgiapySSllqQAj8eOA0W2Uh8hDorWP5cuXY+LEiZg2bRq+//57dOvWDfn5+Uxm5MaNGzFixAiMGTMG27dvx7BhwzBs2DD88MMPcpuZM2di7ty5mD9/PjZt2oRGjRohPz9fJfswcuRI/Pjjj1i3bh1WrVqFr7/+GuPGjdMd7/PPP8eRI0fknx49etgay7kEuqSAtNhbSJY10Q9ihtMAWw+a3PZ+YkRZlb+/ftmplj7rPw77QUNVWWe48qmFw40We0RQdBUm4RjJS8rQgCKUcAzR5NowSxuFEBLtkJaA1IRoeHwEVR4RqQkxOD8jyfLnmflPjMWeGhI1U1in5bDJHtIILPZOtncGCL44EYoOG6DNgdKzRI2Lv9ufw5wsv8Em6a9dmp1q3eso+gBpHOFgiTJIBwJtsY8gw1D+XlBfmhgvvqyQqHQtaSHRMGjpAZCfo+WB52jfDiE8R62yRFnPUTPiCI38E0Hx4/qOOjfYXnjhBYwdOxZ33HEHLrjgAsyfPx/x8fF48803qe1feuklDBw4EA8++CDOP/98PPXUU7j44ovx8ssvA/B71+bMmYMpU6bgmmuuwYUXXoglS5bgjz/+wMqVKwEAe/fuxdq1a7FgwQLk5OSgX79+mDdvHgoKCvDHH3+ojte0aVNkZGTIP8qi3GZjqfcQtIsVjY5u5mEzD4kyHzSCAEg3tY0HzXUXt5T/7piegAuah7LY6xdkqiufEk4DFCE1WkiU4sYHlK78SGpAGcyh1sNGm0Mp9Ksx0JlJ6zbZadJxr1XM4dBumdbU1SXILFH1dbbDEjWrYUhXyY+gnIAkDUPxcgP00kZKr4QqpEbJJTVMWHfYN9g6ZybhPEXO2jUXtbD8WSOVfFu1REW6p8WSDltEhHOt1BK18OILUMPaTOIPEJLBNrRbJpyB73+jaCf+7/x0y58NCh9bTS2RnqPaSAVDONdr9OIUuRff+o46PWO3241t27YhLy9P3uZwOJCXl4fCwkLqZwoLC1XtASA/P19uf/DgQRQXF6vaJCcnIycnR25TWFiIlJQU9OzZU26Tl5cHh8OBTZs2qfoeOnQomjVrhn79+uGjjz6yNRYtqqurUVZWpvqpS2iXdluufGoNPHpI1FruhfUHzaXZqXgwvxMuzU7F7Bu628snYoRiAHr+DCskGmQ3BW8hn0HCuv8zteChMfCSMudQtdjTNaCYtShDmD8AuO/KDrj2oha4pnsm7s/LtvVZs1qiUZq3fjpLlCG6apSwHtHFXvKoEFV4UwKVdKB6WaCFRPVCwuHyzgiCgNk3dsNlHdMwIS8bl3dMs/xZFaPYItNXDqnRQqIs74yRDlsk7sEoo5cmvcENBA0VFtNX5SU1zEO0b3RnpsThhRu74ZJ2TfDiTd2RHG8xfw2wxhJVPkcZIVFaDhsRRRAi3Z8G5B8u61G7OHHiBHw+H9LT1ZZ9eno6fvrpJ+pniouLqe2Li4vl/dI2ozbNmjVT7Xe5XGjSpIncJiEhAbNnz0bfvn3hcDjw3nvvYdiwYVi5ciWGDh1qaSxazJgxA9OnT6dfjDqESEQ4BAf9zVCqgccqWmyjBh4zHOOBanExgyAIuPeKDrj3ig6WPyPDwGCjJq379KEYQgg1JEpEKT+G8pAhJLI5UAYeGiczHKNn+gZz2CyKdoawUABAYmwUXripu63PyDCThNB52Pxjo3nYWCVxnEYlcSKZgwj4c0k14Twj0oF/uyIHKkp6cdKHRMO12ANA58xkLPlrb1uf0R3HKkuUsuCzDTY26SCi+U8GHjblPUgIkV8ynSxpFpfL/0KtSE0It4cNAK7p3gLXdLfhHZVgRN6ipSaYhURV4X1l2J/nsCnBddgYSE1NxcSJE+X/e/XqhT/++AOzZs2SDTa7eOSRR1R9lpWVoVWrVjUea6iQbhERPjjgkA0KJWgLBcBgGLI8bGFOeK4R5NwLzYJAiGywUVmiStFVxWVSPmgMPWwqoyiCHhrDcAzj7V5UEkcYYW1mDps9dlpYIBvdmpAoK4eNkv9EWAnrhsK5kRddBfxeUkEjU0MLqQkOAYLg/z7Sc0n1HjavqDYY/Dvr6B6k1KGU80i1RjfNS2pWONxAdDUyOmzsPFKHKpQryoaLQPNyQ+Fhs5rDZrNEXI1hVzjXDtteWaHDiOnLQ6K1i9TUVDidThw9elS1/ejRo3JZJi0yMjIM20u/zdpoSQ1erxclJSXM4wJATk4OfvnlF8tj0SImJgZJSUmqn/oAMeB+NtIP8rFyL2iCj16vqqC4ccJzbS8Wxuw0QJssqw+JKo1Uq4XDVWGSWi6LE5RmUV9/p2FYO3Is0RrDpuiq4WLPzGEzkBOIRChG6amlhNSCqQkao9tIx8un97ABwfs92HldLfYGaQkM8WNVtQqz8mK1LLpqxNRW5tP5rEizBHKlrUuzhOYlDRmMtASAIc1iwrZXzqHq+hgwfRtiSLRODbbo6Gj06NED69evl7eJooj169cjNzeX+pnc3FxVewBYt26d3D4rKwsZGRmqNmVlZdi0aZPcJjc3F6Wlpdi2bZvc5osvvoAoisjJyWGOd8eOHWjevLnlsZwr8MH/gLMjnEvLvVC5uylvhuFQ6K4xTFTyAXrRYlooBrAh6xHJskaAYWkj5hwaMX2t1jGs7flTHouRw8ZkidKKTtvJYYukjp4gGM+hmY4XhfxDy38CjPIQa2kOLYhX61mitBw2SfqB7iU1Ej+OrBYiOwcRUHuQaHqW/r7YxJFw5SHWCIxIBUBPLWGxRKXzdlKeowBD1iOCbPv6jjoPiU6cOBGjR49Gz5490bt3b8yZMweVlZW44447AACjRo1CixYtMGPGDADA/fffj/79+2P27NkYPHgwCgoKsHXrVrz++usA/A++CRMm4J///Ceys7ORlZWFqVOnIjMzE8OGDQMAnH/++Rg4cCDGjh2L+fPnw+PxYPz48bj55puRmZkJAFi8eDGio6Nx0UUXAQDef/99vPnmm1iwYIE8drOxnCsQiYHBJudemHtnoNS58nrlh441hlotP2gYuTOAtqQKJSSq9CpShXMNGIaCPm8qHAhJONeAJcrMYQsT6aBGYLFEWXUopTlUlnhiKKwHi04b6LBFaKEQXAKI18TTzZhDYsISVRpAPtEHKE+vzrzc7HCakjhCRDGYh2CnDqWR6Got67A5VC8LCg+SCekANJZomMSPawSbXtLgc5ThYVPdmwHjTnBQK8Y05JBonRtsN910E44fP47HH38cxcXF6N69O9auXSsn8xcVFamYeH369MGyZcswZcoUPProo8jOzsbKlSvRpUsXuc3kyZNRWVmJcePGobS0FP369cPatWtVtRGXLl2K8ePHY8CAAXA4HLjuuuswd+5c1dieeuopHD58GC6XC+eddx6WL1+O66+/3tZYzgWIMAiJyuE09ds31cMWRblBEZlk2ZDBWCyUY1PmzwQFO4PtlWFgVqUDLYJu/Mgt9gBsCufSvDOBsbMqHWjnUFpYRY9/UQ1zBQAqGCFRZsK6kXCujXBaJEkH/vE5QOBjKOWzckkl8WOK8KpP750BDErE1dY9aBBOkz1sFNFVgKHDxjLYarn4u6GH1BHQViNEU17M/xkfhXTg78uiNIs0h7R9kYAReUvUz6FM/LGgw2aYRwp2KLwhoM4NNgAYP348xo8fT923YcMG3bYbbrgBN9xwA7M/QRDw5JNP4sknn2S2adKkCZYtW8bcP3r0aIwePZo9aItjORcQ9LAZaXixyhoxQqIKAy+cCt01honoqgDBVDhXfivUeMt8Bg+aSD9kZFkPWv6TmXAuTdZDy/Q1E84F/HPo0j/Aww7Ggs9KWA+G02jeGa2Gl0E4TU5Yj5TRbVCtgqWlRysRR2GJKq8Jcw5rbbFnMwylOaSWNYL6PqTV8wXqTnQ1SDqgix87nU74vF7Vyy9NvBqAnJxPFT+uTyFRyouNLZYoTYDcKAcREdazrOdoeGfMoUDg7TyQw0YtTcUs/i4tFPo6lACd3WToYaNptEUCJh42XcI6JSTKrEPpZUtCIMIFi+VwDFWHzXixV3lnXPpkZ8AC6QCoAy+p+jqz8p/kc7EjCUENp0XY6DYqbcSq6UsLqVFYog7BAYcQ8OZoF/x64uUGWN4ZxTlbqHRgSByJoCSE3CdD/Jj28ksrTeXvSzLYFLIehmz7+kccobPtGSxRCumgLvQs6zu4wcYRDIlSFvugd8aCcK4gGCp01yuWqCbhWRqbTnRVduUr3viZRaelhYIiJxDhxV6SKaDqsJnUMSSUskasahXMHDagFo1uY5YoMyRKYfoyvTO03JkIG91SXpUxccTCfUjJfwKslBer+8WemrCuDIlaKC9WZ+LHUUGDW8mSlyB5/OgsUXpIlFqayvA5Wn9YolGC0vuuJ40AdC8pi6AABPQsG7AOW8M7Yw4d5JCogYcNhGgEDY0fNESRA1WvWKI2RVeNQqI6g01eKAxy2CLtYaPmP7GEc61Xq2DnsDkhK/rVxhwSEgzdsXLYNKQDebGIohjdOg0vo4T1CJMODJXy7Ygf61miACxUq6h7lijV6JaMFkFQ34fMFycDlfwISkLIL2MEAKVahVMSIfdRnqPa9vIcUkgH9SIX2JwlqvKwMYVz9Uxf6R6kethEAqlET0PMYeMGWwOGUjgXMNbwAtThGNmVz6Cjq8ri1McHjWWF9cCDJkofitGFRI1kPWopnEbPf5JIB+Ys0WA4zaIOmyDU7hwqjQoWS5Q1hxYYhsQoYT3CJXGMyouxtPSoOl4mRnd9DokaFQ5nMQx1eYgGL04RZfoqxY+p+cB68o/S4FZ65eTUBNqLr6EOW917SY1ZohZy2OQcRPZLU+AA9sd9jqPhnTGHDkbCuWz9IEZJFUotSmukg9piqNG9M2yFdam9hZCoBZZopNz4gkE4TXqz1+U/0bwzUTY9bEAtG2yKY9REOJfhJTUmjkQ4DzGKnQMV1GFTe8HoAtZSHqK6rXlItP6E02gsUZaGF7O8GG0Oa0GHTXkcJaj1YJWCyYpHKe3F11iHrbYjFfQ5VFWMUc4hSzjXkHRgomfJQ6IcDRGSh81IEgLQ6AcxQqJBhe56KpzL8rDR6ogCwbJG1NwZOsPQqP5dJEriAOr8GS3MhXMpkhBW85+A2p1DK4XDtSFRGkuUYbARA6M7kir5/n7Nc9hYeYhWwtpyAXjti1M98XIDCtKBnXAaq7yYobxOBEKiDgGQvk/UF6fA9VeyRFVyFvr7sN6HRBnEH4Cehyi4tC9TeqNbzgU2EM2FwEOiHA0OAZagkayHpB8ErQI1i90kPWj0sh7160FDZ4myik6DJgnB9LAZyAlE6q3QQNaDKZxrUF6MGU6ray+pKiSqvs4sozvoYdPPofah7zOYw4iz04xYoswcNprBJhndFsPa9agOpUz+USSsB+9BhndGmbCu0DkzErCOpPix/zj2PWyql1+arMc5EBJVVYyhhUQ1kQrJq0j1sBkIHzdE0VyAG2wcMBbOBRQsQy/Fw8bKYbOs0F3bHjZGwjpzsdcL5xLWYi8Vf6c9aCKtw2ZBZd3KYi/nPzFy2Dw0JmhdhEQdUTqRXvM6lOZhbWJhsY+c+LEF4oiFsDYrh415H8r3YN2LrtIlIeghURpLVCkzZBRSq5P7kJLDJjAMNpqsh7GXW7oHa2kOGWFtloeNxhJlC5AbRSoabh1RgBtsHAiyRCESXU07AHBI7CbKg0YXEpXYTXZ12OorS9QoJKpd7I3YaREWezSqdCCXNWKRDmx42Oo8JCodwxWj28WeQ/2Czwpr16WHzViHjR4SlSuOKAwVlpaeJFlT96QDNsPQiCWqk4Sg5LCpJTNqn+kLI6ObUl5MbagY34dySLteCedarBhjQPwB1PdhkCVK07NsuHVEAW6wcSDoYQNATXgO6ngpbkYW6cCI3VQvQqJ0HTazhHW6Sj7dw0Z/s69LD5tJwroVDa/6YnTbZBgCxiFRWzlsEV4sDMuLMcSPaTV9g4u9ej6YOVDKe5CiHxZ2WAiJ0hZ7HcOQ4mFTEaMMiCMRl9ehPUcp8jqCIDD0EKVIhVUdtjoKiTKeo4BmDn36OVSmbzis6rBFOrWknqNhnjWHCnKlA9AlBWgF4AUbsh7Smz09nFY/ir+zEtaDKvlWRFctsETrQIeNLZwrGd16SQgQovaSWiId1HJIVLuLkrAOMEKiDANaZolSxY8jLOthwTujzUOkebpZOWxsHTbpWhKA5r0JN+RwGttLSg2nsRiGlIR1/3aDHLaIzWHA+KI+R+nix9JYfKr7kE068BGfXpi31iMVxjlsLsHlF1KX2+vnUP2iaK3SQaTJW/Ud3GDjACGiLMpGT1qn6QeZkQ70Bht1sXfUcg6bSe6FjiUq515YKWtkpLAu5T9FOGHdSBKCVV6MVvwd9TSszQhpAxZYolbC2nVU1giAMelA1mHTeElpWnp2w9q1XV7MiCVKq3TAZInqjS/1M8oohy1STF9JmsUgJMooEac2uvVhbeU1YYsf17GeJSsX2MuOVEDQhoYtkA64h42joUG1VDmNkmXZ7CZ20eJ6HhK1zBI1SFi3IZxbazpshrVELZQ1Uj4kPXqmb52XF5N19Kwt9gBDh82k0gFVZT2ChcP9/VqRZtHOYeAzVB02ujQLM4cNqF2mLy2sTclDlNMrtJIQgXN2OimLvdOp9vBI7SUboS7yECkvvoDiWaqcQ+n7R9FhA+qBlp7tmsy0SIVZxRgjtj33sHE0YFgrPK3XD9IL5+oNNksh0VqvQ6l50DDznygPmhCEc4P5T5HVYaO/2ZuwRGkLBex42OogJGqw2Ku8M4QoktYtVDoQDfJnIuxhM5SEYLJEreewMY1u5bWsJ15StQ4bIyQqa3g5FNsMPKTK61oHXlJaagnA0NKTXnwpucAAxeiubWkWRqSC9RwNhkSVXm59WSpAocNmdA9y0gFHQ0ZwsTBa8C1UOqDIetSbcJryOHZZopSQKLNweB0kywoGHtKgwe1Vl78xCKf5+1LMoVEOW22Gta0s9iqFdUXepcoYpechSkxaGkMt0pIC8nfDaA4ZWnrK/CfTHDZaeTFpga0vIVFlWNssJOpQbmPnIIKRMxVOGOuw6clb/u0G0iyK+VZ+rw2JI7UBk1xgXcUYg5CorsSfQaWDINuee9g4GhrkkAExrkVJebtXemfUNfD0D5p6ExIVfYDkXWAVDmcI56oWeyZLVCqJw85/ingOm8H8AWqdKifNw+ZwAA6pL73RXfc6bPZCoio9OYoGlJ08xIjWoQSsFX+3EE5j5rBJRjdVDzEwh7Xh6WZoIQJmdSjppAOnU+lhk6R1DAxuIOLEERgRRyzU9KXpsKkMNqaWXi2/+GrIP8znKKUeLDu1JHAPUkgjiHQeaT1HwzxrDh2s5F74KDlsgHaxCJAOFK78esMSNSoczmKJGuU/6XTYAm+RDtrbfYQ9bAYeUmU+llqnisIShYmXtK5V1q2QDpRzq9IONA+JWstDjKyHzZZ3hlqaip7DxvSwAbWspWfO9FUb3XrRVYA+h1aJP9r8tnDBSmoJW8Ba6SXV34OCIJjnIda2h02jh8hm2/u/VzSWKDO1hFc60KFhnjWHDtZKqug9bIBWeDWwWFCSZevNQgFYZ4lKHrYo/YMmpEoHdZKwrhi74u2eGhIFqOEYS15S2r5ww2Cxpy0WhBESZYe1zfNnIpf/xL4Hnaz8J0o4jZnDxlrsgVr2khrkIRJKSI1Z6UAf1jYsDxfhlybA2n1opURcUNbDqjRLLXpIASbpwLQmM+U5qjXYjMWrIxypqOfgBhuHHy52OEaZAyWBqdBNEV6VFdaJDyLRPMjqgmEI6B40kvePqeFFC4naWexlDa/I6rDBJ+o0mhyq/DuaNAs9D5GW8Fz3i705w9BKSJSYvd0bskQjraVnQ/yY6mEzriVa50xfC6Wp6CFReuFwB5UlWvsvTQBkQ4IunKsv/g6YEUesSrPUdkiU7uk2e45aqedrKReYe9g4GiwEIbhYWBTOZRUtNmM31emDRnrICA7oCoeb5V5YcuVLDxoDlmjEwmmSkB4AjZixw+GEEMjMptaD1TF9KZIC9UU4l8FOAxTeGYfeOwOHQ80mNA2JGumw1X7+U7CeL0uaRR9OY4VEjVMTauE+NJhDeh6ideFcWXSVVuUgwi9NgCIP0Uhex5KXVB+pAAw0LeuMdMAQztXlAutDosEcNvV8GOUhRvo5Wt/BDTYOAGoPjRbUosUMD5tk2NDCaYDRg6Y2GYYUhXVaKAYApAcNTTiXtdgblMSJdA1DgMH0pRSAp4ZiQF/w6w3T166sB4thWIMctshXOrCWluDfTgunMXTYjLyktSkLIc+hxgAjouyBpzF9rRR/l0L+gmHCeuQWezkP0UBehymcK1K8pB66webWzlM9KS9GZfkCCra99RdfeqUD7mHjaOAgIEHhVYu5F8oaeGb5M1GKfCPd2309C8VEaXKjJE+hQGEYMnPYDIpOR5ydBpM5VNZaNMtho9QxrHvSgc2QKINhSAuJEkIsJa1HupYoPSRqXNaI6uXWetikWqJGLNE6vA+VhqQdlqjSQyNpeNXVYm+Jbc/UYTP3kkYHrpn+Oaq4H2oll9SkNBWTJUrRYWO8NBnVEuU5bBwNDoKi1oE1lijrzZDCbmLoBzEfNLXhnfFWq4+pgFyHUqsfRMm9CCWHLeIsUYcASOOxOIc0lXyAbnQby3rULx22KEEpBMtIWKcY3USRX1knSeuG92AgD9RK8XdKHqm/+3pG/mHkPwHQFA6niK4qqhao82kDBrcBwzCSi72R0S1XOmCyRI0jFYAFDxsQeaObEOYcMp+jMnGE4mHT6bCxPWxc1oODA1AsFrRwGl0DivZ2T5P1EATBvI5hHUtCSIsFU4fNFTQCTHPY6oAlquzbqlK+WT1YpdFdfxiGoZEOmOE0ZV6b0vuo8ZIqyxrVSfF3ycOmC6cF8p9EmpebHk4z1tKrDYPNOJwG0KVZlGkJqvq3lJAotfB7bajkW3qOarykFiMVABDlZMyhqlpFhO9D0Qf5ZtCStwj9ORqcQwshUanSgaGsB/ewcTRgWCtNZS7aydKAYi4WtZo7w17spcVCXwMvkMOmpKOL9Lc8w8WiNhKeDZi+RsQRHekg5HqwtbjY0zS8KHMon4M2nEZZLERReW0086QKV0U4rE3NI6WH0wRKOI2VwyaF03TeGaBujG6G6CpgHhJVGqhqiSF2HqksfBxRD5t5HqL+OUohHUjPGy/dw6Z/jiq+35G+D43kkUTGc5RWHk72sNl4jkZaWqeeo2GeNYcO8iJkp/A0VaFbzzAE6gkdnSH2CLBzL0DJYWOFRH2yh82oDmUE3wwNmL5OSsIzy2ALLvh2c9jqNiRK9ZLaIB0Yeti8yu94pMqLBV6AaPNn8tJkJYct2mFksNX9HErfLQECHIp6UzSWqNJAVRndcuFwg0oHdaTDZhYSVaUmOCUdNvocerTzJAi1Z3QbGGxslqhU3SK43cfIYfNZkvXgHjaOBgzDcAyTocZ+MyQMdlPdhkSlHDYDOQGdQrf0oKG8GWorHRgVf68F/aCgh80ay5AlnCvIi4U+h03J5JNRq1p6FkKiAs07o3njp+SwqT1sWg9BLZQ1ijKaP8Zi75B0v+g5bEpNvnrnYWPVodR6VmjeGaWHTeUllYwAo5Bo5NMSjEgHrHqwatIBI1LBCokCtefpNqgYw2aJGrz4OhnPUUpIlOewcXAAJrUorXvYaCr5/u4ZSeu1WsPQXv4ToHDlRyly2FgsUZ8RQy3yCt3yeCx6SZ2U/CeAThyxJs1SP5i+ag8bQ8OLFhKVFhWHQ1e6SDl/kSprJHt+RH1Y27z4uz7/KbBD/lM22EQjD1vdaelJi72OqS0Z3bRKFYJGYsjL9s7IL011lZZgUg9WPYd04ojsJTWcw1oKiTqjAc29YPoctSCPJFc6oIZEOUuUo6GDmOWw0Rlq1DdDStFiwMjDVvehGEDxds9iN7n04Rg7wrmRrkMJGHtJaXNIzX8CqMSReid+bFDWSJ3/ZMwSVTMMJYPbwENaC6KrgN7LRtNC9G+nMH0VBBmlh6beh0RZ9yA1JMpSyTcSPq7Fe5AqnGviJbVDHKHNU22HREN4jlIjFTrhXIPUkghL69R3NMyz5tDBuJYoa7GgCT7aLalSf1mihBDAIwnnKnIvAg8NZ5T2QWMgnBt4gAtRlDf/MMG4tJEd4VxKPVhFiEOXx1abxBGvQVibUq1CrPa3F2LUeYuiV794ewNz7YzWG4O1kTujMgY1cygZ3Mx7UPnSFKU3WIF6FBL10o3u6kDKQrR2bin3IEsl32ckuiq9yNQGS5RamopV6cB6pMJaSDTSBptEGtEbxUy2vWR0q9j2xjps1BenWjC66zMEoi08WAd45ZVXMGvWLBQXF6Nbt26YN28eevfuzWy/YsUKTJ06FYcOHUJ2djaee+45DBo0SN5PCMG0adPwxhtvoLS0FH379sWrr76K7OxsuU1JSQnuu+8+fPzxx3A4HLjuuuvw0ksvISEhAQCwYcMGvPjii9i8eTPKysqQnZ2NBx98ECNHjpT7WLRoEe644w7V2GJiYlBVVWXpvMvKypCcnIzTp08jKSnJ0mfCicL7FqNVo3bYc/Z75F53HU6vOQgASL66nardwe3bcGjnNkTFxKJttx7y9t9+KoH7rBeNkmMQmxjw4JSUwHv8BCA4EJWWKishnKo6BZ/oQ4wzGlHKBzIRIbgrAAjwVyCg3YgCfbO0T/cXfT9EL0BEQHACUXGqVm6fGz7Ri/ioeMQ6Y/1DAyCeOgUAiGrZUlZPP1PuhqfKh+RmcUhqGuzn8O7tECCg8+V5aJScAuWNVfHtH4BXRPo/eiAqLZ51MjXCsdd2wn2wDNFZSYjrkhrcQYDvP/kIp48Vo3FGJlJbtwUAeD0+FP1QAgBo2qKR3Nzz228Qz5yBEBsHZ2KivP342eMAgHhXPByCAPnaih7AE/jOu2LlgwryX374df+IeqOmlX4OBcV1JBBEn18HyhmtVsonwFnvWQBAUnSSnLROPB7/uURHIyojQ25cfrIKokiQ1joR0TFOAAI8VVU4evAXRMfGoceQ4apRiOVuVG4uhjM5Bs0fYT+baorfHvkvQIDEy1vCkRi8T9xnKvHtO0sBANm9+8jbK0qrcexgGQCgacuEwOkRVO/7HwDAldpU9mpUeatQ5va3TYxOBJTfUE+VfyEWHFRjONAx9T9BNWva5UQTWgZkNX4hqpEqpCYSEWd9VXAKDjSJbSJv91VWgJypgrNJY7iaNvVv84o4ffwsnA4BLc9vLIv7lx0/ilN//I5mbduhY+6lqmNXHyhF9c+liO+ZjibXd2ScY81Q9fMpnPj3DwD0z9GjB37Bnq+/AKCew+NF5Sg7eRZRMS4kp/nvH7GyEu5ffwUARKVnyG1PV59GlbcKLocLcZpnGKor/M83hwva0nvmMDKANHMq6bAJAhCdoNrl9nngFt2Ic8UiMTq4pvlOngTx+hDdqhUcjfzPv9PHz8JT7UNC4xg0axts+8e+vThzuhTn97sc6e2yVf1XbjoC74mzaDKiE+K7NbN5juFFXazfFBO2drF8+XJMnDgR8+fPR05ODubMmYP8/Hzs27cPzZrpJ2Tjxo0YMWIEZsyYgSFDhmDZsmUYNmwYvv/+e3Tp0gUAMHPmTMydOxeLFy9GVlYWpk6divz8fOzZswexsf4bYuTIkThy5AjWrVsHj8eDO+64A+PGjcOyZcvk41x44YV46KGHkJ6ejlWrVmHUqFFITk7GkCFD5PEkJSVh37598v8Ry2+JAKQHLQGBIzb4VTj98QFVuyZojCZN8/z/7A9uPz+qBRAF//1cFtjoago0V99kANCmkW5TELEG++oaaW38v6sV21wAEgCcCfwEcEFKLgBA3FGBclTo+xIAR1zkbjlpDt0Hy+A+WKba1x5dgKZdAA9Uc9g4KWCQlSsaJ6cCyfr+2yR2CO+AawMx8M8VACjfo6Tv4yl187TG/sWxfH0RtTtHo8g+MoVYF8hZL8o3/KbbdzHlHkxEPJonNfb/o5zyTIXBLsEJ//WggbW9PiAZwe+j8raS3iWKlE0T0apJB6AMKPv0ELU7RyO9BzVcMHqOxsLBnENI6708h6lAZhv9AYze9erzHDYLPDt8kM+xRQz8Y/ZBdT06uXoATQHsBU7vVV9DCY74yM1hfUade9hycnLQq1cvvPzyywD8LJ9WrVrhvvvuw8MPP6xrf9NNN6GyshKrVq2St11yySXo3r075s+fD0IIMjMz8Y9//AOTJk0CAJw+fRrp6elYtGgRbr75ZuzduxcXXHABtmzZgp49ewIA1q5di0GDBuG3335DZmYmdayDBw9Geno63nzzTQB+D9uECRNQWloa0rnXtYftu/uWoGWjLPxY9T3+79l7UfZ5EXxl1bp2ok/EiV8Pwev27yPydgJ3lRcgfqNPAvF4oK1nR0BUSvKqvYRot8ifoX+A0YbSkOUTYEHlOZLFIZ0q0gHgz/+KaeTSGejxycnIaK95ew80iW6RgPjukXsr9BytRPl/fwdx68Vtq8+cwakjv+nCMV6PCE+1pj0h/hxEzaUVCQGBPtSj/JwRaDNsr70Sfq+rdv4FCGqVfBD/1qgoXf6ZM8qJ2AT/vCqnMSWjORqlNJEPI/ctCIjrloaYNpG7V8/+cAJndp+gXsvykydQfvKEYotfzNdd5ZMlEmSIPpUsi7xZy/CVezK62iEsEab3K9trLoBG7PDPoTbJPTrWiagYtREtOJ1Ia9UGUXEaDxQAR4wTCZe2hCslMtYNEQnKv/oVniOV+n2E4NSR31FVUaH7jPusmtEL+MkWRK4iE9wnMu8zs3kK91LPfo4KgkO/VwjMoXIcgoDoWKcutB0VE4O0NlkqYWsJzpQYJP1fmzpnijY4D5vb7ca2bdvwyCOPyNscDgfy8vJQWFhI/UxhYSEmTpyo2pafn4+VK1cCAA4ePIji4mLk5eXJ+5OTk5GTk4PCwkLcfPPNKCwsREpKimysAUBeXh4cDgc2bdqE4cPV4RAJp0+fxvnnn6/aVlFRgTZt2kAURVx88cV45pln0LlzZ1vXoT7AEetCypB2zP1pOPfOqaEhKr2RYagnEz2Y+zjqB+K6pKrD2Qo0reWxcNiH4BCQdEVr5v5UXFCLo+H4s6FOTdQTJ07A5/MhPT1dtT09PR3FxcXUzxQXFxu2l36btdGGW10uF5o0acI87jvvvIMtW7aoctY6deqEN998Ex9++CH+85//QBRF9OnTB7/9pg9nAEB1dTXKyspUPxwcHBwcHBwcZuAsUQv48ssvcccdd+CNN95Qec9yc3MxatQodO/eHf3798f777+PtLQ0vPbaa9R+ZsyYgeTkZPmnVatWtXUKHBwcHBwcHOcw6tRgS01NhdPpxNGjR1Xbjx49ioyMDOpnMjIyDNtLv83aHDt2TLXf6/WipKREd9yvvvoKV199NV588UWMGjXK8HyioqJw0UUX4ZdffqHuf+SRR3D69Gn559cAC4iDg4ODg4ODwwh1arBFR0ejR48eWL9+vbxNFEWsX78eubm51M/k5uaq2gPAunXr5PZZWVnIyMhQtSkrK8OmTZvkNrm5uSgtLcW2bdvkNl988QVEUUROTo68bcOGDRg8eDCee+45jBs3zvR8fD4fdu/ejebNm1P3x8TEICkpSfVTP1Dnyi4cHBwcHBwcBqhzWY+JEydi9OjR6NmzJ3r37o05c+agsrJSzhUbNWoUWrRogRkzZgAA7r//fvTv3x+zZ8/G4MGDUVBQgK1bt+L1118H4GdyTZgwAf/85z+RnZ0ty3pkZmZi2LBhAIDzzz8fAwcOxNixYzF//nx4PB6MHz8eN998s8wQ/fLLLzFkyBDcf//9uO666+TctujoaDRp4meQPfnkk7jkkkvQoUMHlJaWYtasWTh8+DDuvPPO2ryEHBwcHBwcHH9y1LnBdtNNN+H48eN4/PHHUVxcjO7du2Pt2rUyaaCoqEhF7e3Tpw+WLVuGKVOm4NFHH0V2djZWrlwpa7ABwOTJk1FZWYlx48ahtLQU/fr1w9q1a2UNNgBYunQpxo8fjwEDBsjCuXPnzpX3L168GGfOnMGMGTNkYxEA+vfvjw0bNgAATp06hbFjx6K4uBiNGzdGjx49sHHjRlxwAWcCcXBwcHBwcIQPda7D1pBR1zpsm+57Cy0atcWPVduQP2dCrR+fg4ODg4PjXERdrN+cJcrBwcHBwcHBUc/BDTYODg4ODg4OjnoObrBxcHBwcHBwcNRzcIONg4ODg4ODg6OegxtsHEY1fDk4ODg4ODjqAbjBxsHBwcHBwcFRz8ENNg4ODg4ODg6Oeg5usHFwcHBwcHBw1HNwg40DhNcS5eDg4ODgqNfgBlsDhiBwtgEHBwcHB8e5AG6wcXBwcHBwcHDUc3CDjYODg4ODg4OjnoMbbBwcHBwcHBwc9RzcYOPg4ODg4ODgqOfgBhsHBwcHBwcHRz0HN9g4ODg4ODg4OOo5uMHGwcHBwcHBwVHPwQ02Di6by8HBwcHBUc/BDbYGDAFcOJeDg4ODg+NcADfYODg4ODg4ODjqObjBxsHBwcHBwcFRz8ENNg4ODg4ODg6Oeg5usHFwcHBwcHBw1HNwg40DnCfKwcHBwcFRv8ENtgYNzhLl4ODg4OA4F8ANNg4ODg4ODg6Oeg5usHFwcHBwcHBw1HNwg60BgwdEOTg4ODg4zg1wg42Dg4ODg4ODo56DG2wcHBwcHBwcHPUc3GDj4ODg4ODg4KjnqBcG2yuvvIK2bdsiNjYWOTk52Lx5s2H7FStW4LzzzkNsbCy6du2KNWvWqPYTQvD444+jefPmiIuLQ15eHn7++WdVm5KSEowcORJJSUlISUnBmDFjUFFRoWqza9cuXHrppYiNjUWrVq0wc+ZM22Ph4ODg4ODg4Kgp6txgW758OSZOnIhp06bh+++/R7du3ZCfn49jx45R22/cuBEjRozAmDFjsH37dgwbNgzDhg3DDz/8ILeZOXMm5s6di/nz52PTpk1o1KgR8vPzUVVVJbcZOXIkfvzxR6xbtw6rVq3C119/jXHjxsn7y8rKcNVVV6FNmzbYtm0bZs2ahSeeeAKvv/66rbGcG+DCuRwcHBwcHPUZAiGkTlfrnJwc9OrVCy+//DIAQBRFtGrVCvfddx8efvhhXfubbroJlZWVWLVqlbztkksuQffu3TF//nwQQpCZmYl//OMfmDRpEgDg9OnTSE9Px6JFi3DzzTdj7969uOCCC7Blyxb07NkTALB27VoMGjQIv/32GzIzM/Hqq6/iscceQ3FxMaKjowEADz/8MFauXImffvrJ0ljMUFZWhuTkZJw+fRpJSUkhXkE9jhcVYd/XG03bNdoqIC02E7urN+MvL/4jbMfn4ODg4OD4MyNS67cR6tTD5na7sW3bNuTl5cnbHA4H8vLyUFhYSP1MYWGhqj0A5Ofny+0PHjyI4uJiVZvk5GTk5OTIbQoLC5GSkiIbawCQl5cHh8OBTZs2yW0uu+wy2ViTjrNv3z6cOnXK0li0qK6uRllZmeonEti86F20/aGF6U9abGZEjs/BwcHBwcERXtSpwXbixAn4fD6kp6ertqenp6O4uJj6meLiYsP20m+zNs2aNVPtd7lcaNKkiaoNrQ/lMczGosWMGTOQnJws/7Rq1YrarqYQIMAreiz9VHjKkHHpeREZBwcHBwcHB0d44KrrATQkPPLII5g4caL8f1lZWUSMtkGPPxD2Pjk4ODg4ODjqDnXqYUtNTYXT6cTRo0dV248ePYqMjAzqZzIyMgzbS7/N2mhJDV6vFyUlJao2tD6UxzAbixYxMTFISkpS/XBwcHBwcHBwmKFODbbo6Gj06NED69evl7eJooj169cjNzeX+pnc3FxVewBYt26d3D4rKwsZGRmqNmVlZdi0aZPcJjc3F6Wlpdi2bZvc5osvvoAoisjJyZHbfP311/B4PKrjdOrUCY0bN7Y0Fg4ODg4ODg6OsIDUMQoKCkhMTAxZtGgR2bNnDxk3bhxJSUkhxcXFhBBCbrvtNvLwww/L7b/99lvicrnI888/T/bu3UumTZtGoqKiyO7du+U2zz77LElJSSEffvgh2bVrF7nmmmtIVlYWOXv2rNxm4MCB5KKLLiKbNm0i33zzDcnOziYjRoyQ95eWlpL09HRy2223kR9++IEUFBSQ+Ph48tprr9kaixFOnz5NAJDTp0+HfP04ODg4ODg4ahd1sX7XucFGCCHz5s0jrVu3JtHR0aR3797ku+++k/f179+fjB49WtX+nXfeIR07diTR0dGkc+fOZPXq1ar9oiiSqVOnkvT0dBITE0MGDBhA9u3bp2pz8uRJMmLECJKQkECSkpLIHXfcQcrLy1Vtdu7cSfr160diYmJIixYtyLPPPqsbu9lYjMANNg4ODg4OjnMPdbF+17kOW0NGXei4cHBwcHBwcNQMDU6HjYODg4ODg4ODwxzcYOPg4ODg4ODgqOfgBhsHBwcHBwcHRz0HN9g4ODg4ODg4OOo5uMHGwcHBwcHBwVHPwQ02Dg4ODg4ODo56Dm6wcXBwcHBwcHDUc3CDjYODg4ODg4OjnoMbbBwcHBwcHBwc9Ryuuh5AQ4ZUZKKsrKyOR8LBwcHBwcFhFdK6XZvForjBVocoLy8HALRq1aqOR8LBwcHBwcFhF+Xl5UhOTq6VY/FaonUIURTxxx9/IDExEYIghLXvsrIytGrVCr/++iuvU2oD/LqFBn7dQge/dqGBX7fQwK9baNBeN0IIysvLkZmZCYejdrLLuIetDuFwONCyZcuIHiMpKYnflCGAX7fQwK9b6ODXLjTw6xYa+HULDcrrVlueNQmcdMDBwcHBwcHBUc/BDTYODg4ODg4OjnoObrD9SRETE4Np06YhJiamrodyToFft9DAr1vo4NcuNPDrFhr4dQsN9eG6cdIBBwcHBwcHB0c9B/ewcXBwcHBwcHDUc3CDjYODg4ODg4OjnoMbbBwcHBwcHBwc9RzcYOPg4ODg4ODgqOfgBtufEK+88gratm2L2NhY5OTkYPPmzXU9pFrFE088AUEQVD/nnXeevL+qqgr33nsvmjZtioSEBFx33XU4evSoqo+ioiIMHjwY8fHxaNasGR588EF4vV5Vmw0bNuDiiy9GTEwMOnTogEWLFtXG6YUNX3/9Na6++mpkZmZCEASsXLlStZ8QgscffxzNmzdHXFwc8vLy8PPPP6valJSUYOTIkUhKSkJKSgrGjBmDiooKVZtdu3bh0ksvRWxsLFq1aoWZM2fqxrJixQqcd955iI2NRdeuXbFmzZqwn2+4YHbdbr/9dt33b+DAgao2DfG6zZgxA7169UJiYiKaNWuGYcOGYd++fao2tXlvnivPSSvX7fLLL9d95+6++25Vm4Z23QDg1VdfxYUXXiiL3ebm5uKTTz6R959z3zfC8adCQUEBiY6OJm+++Sb58ccfydixY0lKSgo5evRoXQ+t1jBt2jTSuXNncuTIEfnn+PHj8v67776btGrViqxfv55s3bqVXHLJJaRPnz7yfq/XS7p06ULy8vLI9u3byZo1a0hqaip55JFH5DYHDhwg8fHxZOLEiWTPnj1k3rx5xOl0krVr19bqudYEa9asIY899hh5//33CQDywQcfqPY/++yzJDk5maxcuZLs3LmTDB06lGRlZZGzZ8/KbQYOHEi6detGvvvuO/Lf//6XdOjQgYwYMULef/r0aZKenk5GjhxJfvjhB/L222+TuLg48tprr8ltvv32W+J0OsnMmTPJnj17yJQpU0hUVBTZvXt3xK9BKDC7bqNHjyYDBw5Uff9KSkpUbRridcvPzycLFy4kP/zwA9mxYwcZNGgQad26NamoqJDb1Na9eS49J61ct/79+5OxY8eqvnOnT5+W9zfE60YIIR999BFZvXo1+d///kf27dtHHn30URIVFUV++OEHQsi5933jBtufDL179yb33nuv/L/P5yOZmZlkxowZdTiq2sW0adNIt27dqPtKS0tJVFQUWbFihbxt7969BAApLCwkhPgXZIfDQYqLi+U2r776KklKSiLV1dWEEEImT55MOnfurOr7pptuIvn5+WE+m9qB1vAQRZFkZGSQWbNmydtKS0tJTEwMefvttwkhhOzZs4cAIFu2bJHbfPLJJ0QQBPL7778TQgj517/+RRo3bixfN0IIeeihh0inTp3k/2+88UYyePBg1XhycnLIXXfdFdZzjARYBts111zD/Ay/bn4cO3aMACBfffUVIaR2781z+TmpvW6E+A22+++/n/kZft2CaNy4MVmwYME5+X3jIdE/EdxuN7Zt24a8vDx5m8PhQF5eHgoLC+twZLWPn3/+GZmZmWjXrh1GjhyJoqIiAMC2bdvg8XhU1+i8885D69at5WtUWFiIrl27Ij09XW6Tn5+PsrIy/Pjjj3IbZR9Smz/LdT548CCKi4tV55icnIycnBzVdUpJSUHPnj3lNnl5eXA4HNi0aZPc5rLLLkN0dLTcJj8/H/v27cOpU6fkNn+2a7lhwwY0a9YMnTp1wj333IOTJ0/K+/h18+P06dMAgCZNmgCovXvzXH9Oaq+bhKVLlyI1NRVdunTBI488gjNnzsj7+HUDfD4fCgoKUFlZidzc3HPy+8aLv/+JcOLECfh8PtWXCwDS09Px008/1dGoah85OTlYtGgROnXqhCNHjmD69Om49NJL8cMPP6C4uBjR0dFISUlRfSY9PR3FxcUAgOLiYuo1lPYZtSkrK8PZs2cRFxcXobOrHUjnSTtH5TVo1qyZar/L5UKTJk1UbbKysnR9SPsaN27MvJZSH+caBg4ciGuvvRZZWVnYv38/Hn30UfzlL39BYWEhnE4nv24ARFHEhAkT0LdvX3Tp0gUAau3ePHXq1Dn7nKRdNwC45ZZb0KZNG2RmZmLXrl146KGHsG/fPrz//vsAGvZ12717N3Jzc1FVVYWEhAR88MEHuOCCC7Bjx45z7vvGDTaOPx3+8pe//H979x/axPnHAfydtU2sxjadyZKomK021h+0Na0/yJAyWg0IFidss/4RtGIFrYqiQgdbBf9QkU1wbioI2xTEKjIVHHb+aOpscbrOxhiVaktsEdRiS7SutXXN5/uH9PBote4721zb9wsCl+eeu3ueD3eXD3d9nirL6enpmD17NhwOB44dOzboEynSvvz8fGU5LS0N6enpmDhxIioqKpCbmxvFlmlHUVERgsEgKisro92UQeV1cVu5cqWynJaWBrvdjtzcXNTX12PixIkD3UxNSU1Nhd/vx5MnT3D8+HEsXboUFy9ejHaz/i98JTqEmM1mxMTE9Bjl8ujRI9hstii1KvpMJhMmTZqEuro62Gw2dHZ2IhwOq+q8GiObzdZrDLvXvalOQkLCkEgKu/v5pnPJZrOhqalJtf6ff/5BS0vLO4nlUDlnk5OTYTabUVdXB4BxW7NmDU6fPg2fz4fx48cr5QN1bQ7W++Tr4tab2bNnA4DqnBuucdPr9UhJSUFWVha2b9+OjIwM7N69e1Ceb0zYhhC9Xo+srCxcuHBBKYtEIrhw4QLcbncUWxZdz549Q319Pex2O7KyshAXF6eKUW1tLRobG5UYud1u3LhxQ/Wjeu7cOSQkJGDq1KlKnVf30V1nqMT5o48+gs1mU/Xx6dOnuHLliipO4XAYf/31l1KnvLwckUhE+cFwu934/fff8eLFC6XOuXPnkJqaiqSkJKXOUI7l/fv30dzcDLvdDmD4xk1EsGbNGpw4cQLl5eU9XvkO1LU52O6TfcWtN36/HwBU59xwi9vrRCIRdHR0DM7z7V8NUSDNKy0tFYPBID///LPcunVLVq5cKSaTSTXKZajbuHGjVFRUSCgUkqqqKpk7d66YzWZpamoSkZdDuSdMmCDl5eVSXV0tbrdb3G63sn33UG6PxyN+v1/KysrEYrH0OpR78+bNcvv2bfnhhx8G3bQera2tUlNTIzU1NQJAdu3aJTU1NdLQ0CAiL6f1MJlMcurUKQkEArJw4cJep/VwuVxy5coVqaysFKfTqZqeIhwOi9VqFa/XK8FgUEpLS2XkyJE9pqeIjY2Vb775Rm7fvi1btmzR9PQUb4pba2urbNq0SS5fviyhUEjOnz8vmZmZ4nQ65fnz58o+hmPcVq1aJYmJiVJRUaGafqKtrU2pM1DX5mC6T/YVt7q6Otm6datUV1dLKBSSU6dOSXJysmRnZyv7GI5xExEpLi6WixcvSigUkkAgIMXFxaLT6eTs2bMiMvjONyZsQ9CePXtkwoQJotfrZdasWfLHH39Eu0kDavHixWK320Wv18u4ceNk8eLFUldXp6xvb2+X1atXS1JSkowcOVIWLVokDx48UO3j3r17Mn/+fImPjxez2SwbN26UFy9eqOr4fD6ZPn266PV6SU5Olp9++mkguvfO+Hw+AdDjs3TpUhF5ObXH119/LVarVQwGg+Tm5kptba1qH83NzbJkyRIxGo2SkJAgBQUF0traqqpz/fp1mTNnjhgMBhk3bpzs2LGjR1uOHTsmkyZNEr1eL9OmTZNff/213/r9X70pbm1tbeLxeMRisUhcXJw4HA4pLCzscWMejnHrLWYAVNfNQF6bg+U+2VfcGhsbJTs7W95//30xGAySkpIimzdvVs3DJjL84iYisnz5cnE4HKLX68VisUhubq6SrIkMvvNNJyLy757JEREREdFA4t+wEREREWkcEzYiIiIijWPCRkRERKRxTNiIiIiINI4JGxEREZHGMWEjIiIi0jgmbEREREQax4SNiIiISOOYsBERvWLZsmX49NNPo3Z8r9eLbdu2vVXd/Px8fPvtt/3cIiLSAv6nAyIaNnQ63RvXb9myBRs2bICIwGQyDUyjXnH9+nXk5OSgoaEBRqOxz/rBYBDZ2dkIhUJITEwcgBYSUbQwYSOiYePhw4fK8tGjR1FSUoLa2lqlzGg0vlWi1F9WrFiB2NhY7N+//623mTlzJpYtW4aioqJ+bBkRRRtfiRLRsGGz2ZRPYmIidDqdqsxoNPZ4JfrJJ59g7dq1WL9+PZKSkmC1WnHgwAH8/fffKCgowOjRo5GSkoIzZ86ojhUMBjF//nwYjUZYrVZ4vV48fvz4tW3r6urC8ePHkZeXpyrfu3cvnE4nRowYAavVis8++0y1Pi8vD6Wlpf89OESkaUzYiIj6cPDgQZjNZly9ehVr167FqlWr8Pnnn+Pjjz/GtWvX4PF44PV60dbWBgAIh8PIycmBy+VCdXU1ysrK8OjRI3zxxRevPUYgEMCTJ08wY8YMpay6uhrr1q3D1q1bUVtbi7KyMmRnZ6u2mzVrFq5evYqOjo7+6TwRaQITNiKiPmRkZOCrr76C0+nEl19+iREjRsBsNqOwsBBOpxMlJSVobm5GIBAAAHz//fdwuVzYtm0bJk+eDJfLhR9//BE+nw937tzp9RgNDQ2IiYnBBx98oJQ1NjZi1KhRWLBgARwOB1wuF9atW6fabuzYsejs7FS97iWioYcJGxFRH9LT05XlmJgYjBkzBmlpaUqZ1WoFADQ1NQF4OXjA5/MpfxNnNBoxefJkAEB9fX2vx2hvb4fBYFANjJg3bx4cDgeSk5Ph9Xpx+PBh5Slet/j4eADoUU5EQwsTNiKiPsTFxam+63Q6VVl3khWJRAAAz549Q15eHvx+v+pz9+7dHq80u5nNZrS1taGzs1MpGz16NK5du4YjR47AbrejpKQEGRkZCIfDSp2WlhYAgMVieSd9JSJtYsJGRPSOZWZm4ubNm/jwww+RkpKi+owaNarXbaZPnw4AuHXrlqo8NjYWc+fOxc6dOxEIBHDv3j2Ul5cr64PBIMaPHw+z2dxv/SGi6GPCRkT0jhUVFaGlpQVLlizBn3/+ifr6evz2228oKChAV1dXr9tYLBZkZmaisrJSKTt9+jS+++47+P1+NDQ04NChQ4hEIkhNTVXqXLp0CR6Pp9/7RETRxYSNiOgdGzt2LKqqqtDV1QWPx4O0tDSsX78eJpMJ7733+tvuihUrcPjwYeW7yWTCL7/8gpycHEyZMgX79+/HkSNHMG3aNADA8+fPcfLkSRQWFvZ7n4goujhxLhGRRrS3tyM1NRVHjx6F2+3us/6+fftw4sQJnD17dgBaR0TRxCdsREQaER8fj0OHDr1xgt1XxcXFYc+ePf3cKiLSAj5hIyIiItI4PmEjIiIi0jgmbEREREQax4SNiIiISOOYsBERERFpHBM2IiIiIo1jwkZERESkcUzYiIiIiDSOCRsRERGRxjFhIyIiItK4/wH0HCJb2AHJdgAAAABJRU5ErkJggg==\n", + "image/png": 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LLbTQQlv77LfffoN+/fqVfD9hMFZCo+0+cDCxZUdooYUWWmihhdb6bdWqVQRMoX681BYGYyU0mprEQCwMxkILLbTQQgtt7bJImShGIYE/tNBCCy200EILrQUtDMZCCy200EILLbTQWtDCYCy00EILLbTQQgutBS0MxkILLbTQQgsttNBa0MJgLLTQQgsttNBCC60FLQzGQgsttNBCCy200FrQwmAstNBCCy200EILrQUtDMZCCy200EILLbTQWtDCYCy00EILLbTQQgutBS0MxkILLbTQQgsttNBa0MJgLLTQQgsttNBCC60FLQzGQgsttNBCCy200FrQwkbhbdjyuRx88vqLkG5shFhFAhIVSdL0NBKLQiQahUgMIBqJQDQWg2g8gh1RAcifGPkL1VUQSVaQdXEB/jYeiUOXyi6FdQsrk1Uj8UqAWKLwO9Jc1fgLADXJOESjpW+2ms/n4fdVzZDJ5dxfZlMQa/jd1fR1dboe1mTXmMdKLJMBWL4SIG8txf/NZgCyzcb8xTy/wn9kUinINKes74z9FP4T1zKuLXOBcDmdDUUidLtR27EYV5f8fyyehHg8DhCNkuuJq8aMv/F4FKIxXDdaWN243tEuXSASi5nbwf+L4u/JfhyDVdkJIBpzXbpYJAJ11Qkoh6WzOViyupmMpdMiqXqINi23LcP1/kytgCxk7Cs3NgGsbmB+XPiTaoxCPlu4nmQxc71TTY2Qy2TMa2fNVfEa098w14yMoXucyD1G/t8YC/wf8vsIJKuqIRa3nifz+YlGIFkJ5Nmk26ffR2PWa5oeWTKWhDg+p7YLFIVcbR9rPBmrSMSgrqo8Y1jfnIEVa1L2QzOOKdqwFCLZJutZA4BcPgvLUn/iYNK1C59V9QCpZmbNKHkmcQytRfQ5i5KfNzfU0x06roP1QsJrHXVeO2ZcC88Rcw/QcY7gezMClbUdC88uWc86jmg0BhU1xpjjusb7ERIJiCYS1jNujHfHRMfCe5h52sk+Yu5nEC0Ri5LnvRz2R30zNKaz7i9yWYg1LEbnYlvcmG2CVenV9nVxQP5cAZC1r5vL4hjyzyObyUC6qdHz8Y7Z9yBIJJOwNlsYjLVhu+uIcZDK/m7+O161I8QrN3OtF8mlYYOfHodeSz61LV9TAXD+MTH4vbP9wTlp+Uo4ecVK27JV+Wo4IHU5zMr3c21/WM8O8NJp25KXSSnt5Me/gFe/W+xa3hHq4bWKC6B35E/b8reqq+DsHt0gy7y0E+k83PxAFnqtsG9jZceB8MVmp0M+6nZo2fQcSNc/h28fKK3FIdnhUIjGu7u/STfAFl/cCNWNS23Lf+0BcP4/Y5BnzrFDNgcTfl8Cm9Lg0bCfc31h99S/IQtuZ/CPrQfAVfttBKW0lY1p2P2292DhyibXd6MiP8IDyZugY8T+or6uS2eYVNfBtqz/0jxc+1AWKhzx2a/r7AqzB+3D3Xe68UPINn0MpbZItBMkOx5VmPA4rLZ+Pmz52b8hwtxH6MamjI3CM9van52+6Qw8u2ARVDuC1qcyf4HzMie4to0+/I5DN4e9NukDpbQPf1kGx0z8FJoz7gnR6bFn4MzEM7ZlaQD4e99eMMvhSHf9PAfHvmHfBp7pl5ueDis6D3VtO5/PQap+CuQzC6DUFksOh0TNrtzv+s1/B4bOmmJblooD3PC3KHwzyD6Gu9Y3wE1L/7Ata8wnYXz6VHgrN9K17W61FfDKadtCj46VUEq7bdrPcNu0mZxv8jAleQVsGf3ZtvSXRBwO7dMLGsmk3bKzn8nCVj/b78/mZB18tsW/IJ2sdW09l10OqdVPAeSZSZSmbbLdTtClZy9Ymy1MU7ZRW758KaSyy2zLcpm53HUxwPij64au5dXNAOstykE8nyefqPHi/7yywrVux8gaGBHlPcAAM35fDYs5DjZoRIUNxCriUfOzVeIX6GMEYk35hPl5qabWDMQqcnny2Wh+3gzE8CVKP4t7bGYGYtFsyvbJNc9gArEY84kKPnTmzc7AdSwD+fQ8EjxHcvZII5OogeV1AyETBfODtu4SgGrHpV8di8Knle4X+tDoAugBjijUsP/NtAd5pbAv5y03AzF2/PCzR+IzMxBjx/DF2hrz93QMt/0hZwZiZPxihc/inpaDc4/h98yRsGOoGkud8bXGOZ9bAfmsfSJDrb62H6QTdieFW9tipjuwWZCIw4x4pXkdqI2MzSToCftBy+UBPp5td/ylsGk/LDEDMTp2SeOzf/wDcz163N8kq81AjI4ffrb7zjpnOoYNlR3NQAyfAXb8IullTCAWK9GnYDnyDGYLn3zhQ215pyGua5LMAAyf556ofVLlfgarIikYG/2We22X1TfD1/P5906Q9tI3i8z/Zp/BQfE/zECsmXkG36iuNQMxOn51jTkzEMORpO/RpV2HQjrZgfsM5lO/MIGYv7FZmy1ExtqozfnuS8RsyH9v/4/j4Z1H74O+Q6rhoEt2gFw+D/lsHnK5PPz4wSJ4f8pMqN5lD9hg6gVm6mf+iSdB/bvvwr+3uAI6/e0AAjm/N/89GP/O6dDQdwTk/vkwCUDwcYs8dxJEf5gK1+05EK7ZandjG4XjGP3vt8lLZHWTA6YI2FhIfcbVu0FFnHlAv28GwMnqgDFQecwr5uKmaScBLHgfrh5zNey73r5k2epp02D+E6dC1WabwQZPTDbXXTF5Bix4dwFsuee6MGrvQbZ9v3zHt/DTBwDbHzkORu5Z2A5rNOVWuFrWv23LaDBn/smT9cjyfB7euvdu+Ol/78CIffrAyH23s7aZy8PbD/wM875dDp0vvQwGbtvD/P38kWMA0ml4ZfdnIdarJ1l+6+e3wjMzn4HGv5wHsNl4a983DoZI43L48KwtAbqvbx7fT4tXw+63/6/k44fWZIzhFgM6w9MnjbZ/+cKrAF8AwA4XQSUeu2GNj26OswyYduA06FlTOMeFMy+ClfAsdD/zTOh2wvHmut9c8hHA0kY44NyR0HtwnW3z/3fcI9C4GuCoG++Cbuus6zo2c8zYv5xlhTGj/zQCClyWy8GDZ58M9cv/hP3OWA96DhhkjHGOjPkjl34N6eYc9J76PHToWgiuGr/4En4ffxqsXz0IPj3cQpQOfPFAmLtqLmSPfQkqe21RWLjgC4D7d4DBdVH45aw9bMd+/3uz4ZpXfoSGZk7aqUTP4Vl/HQqn7eQITG48DQB97YnvQ2Wvjcmi7KLpAG8cC4PqBsHz+z1vrjrz4R0gA4th3SlPQdXGhXVXLl0D0y/5GBIVMTj+9h1tm17y62x49PzHoKZzFzjxnkf448c+d9wxy5tjZa1b+B7//eeC+fD4JedCRU0ejr15lPHbwhgvmVsPL/7fLIj0XxfWue0d87cr7n0AVj36OBy5zoFw+v5nkGWL1/wO+71+MDQkKmHNWXOMfQAkpk+A5Ac3wuEjusGBe9qRt3EPfwYfzf4D6psRSyytNaYKY/jc+DGwWf9O1hdLfgT4P5yld4WK82abi5s/vw3gu//AERscAeePOr+wbNYsmH3b3hCtq4MNPrEQ5+/eWwA/T5oBgzbrDrufWBhXatOfr4f/TXoPhv9lJ9jt5DOhvVkYjLVRWzyTolRR6NS74KTSzU2Eq4AMIjqZqKwp3AIZ4wEEynEykJNcKmXyiBKJKvI3lU9DFAku1CoK6EQs2wQxRyqyOln4bWM6UxZHjkBX0pkOzRi8k7gd0UvnCi+2BJN6zKcLyyIJezoymy68dGMJN5icbi5sP1HhRgwLx0R5LQyRzqNVVhcQk0gmB1XxKsd3BWQhmolDLQP/R5NJyKXTUAsVkKwoBB8dKzqSv43ZRsI9Mw+HbHM5RDJNNq4NHT96fcvhyCsTnJkuHhc5Tuu+QyeZMRDCBPIVnWNYYU995QzEJi4bw0r7taVmcg05fCzbepLvEsYzFYlhurkwDtTiyRgJxmJVHaCqszGG3QvPbb6pESqZ86bj35RlIM9EtXEi7hRPJX0GmWe8VNZsjiEn6ZI10uKxCtcziBw41vKNBRQ0Wl3NPIOFAKnAuROMX1LyDDJj54d5VdWpC/mbSaWhooM9mK/qVLj/crkI1HQrjBtaY5euhWPO5aGmY+H3nZMR89wrO3Qy+JvIH+hWOIdsIyQq7K6Z8v3qyzgpco0hfY8y42d7j7LPIPoNHD/HOzFtTAjiFe4xzBj8wLhgDNu6hWnKNmoYeBUsCvFEhUkyd1rUeLFlM3YYnQYj1LGxQUs665id0Rdpxr19+kA3GcFMqawpVdh+ZTzmIumbjtz5EjHOg+vIHcFYxjj+OCdQMF8igmAsCIsbqZw0Zwypc8o6iLIR4zf0xYhWYVwD1xjG+WNIA6OmTI5Lqg/S6D3CDcbSBlfMmBCwTkA3oKZjSIpVGMvlsuYY0oCpFEadTEY2hgzXKmLcT+wziJaMFsaKBqLEEsZxp910gEpj202Z8gXUVbwxpMEYvdcEEyK0PBbROMaQXhvehCjTXPpnkE628F4h6Blj9JjY8bM9g8xklD1X2xjS6+J8Nsv4Hi3sQzCGnPHzOqmlk36cfIgC6ngJx7A1WxiMtVGjKADOAenNresE7C8R68VAZ6+sEyxspML+sPKceYmRFepoqjgPeSDImMQRqGblgTpyY19aYygLqDXHEINbsjiXh3S2tMEYRW64qAoNqHWCsYwc3XQiY+w1LW0wRgPqZvGkiHG25vGn7GMVj8bdY2iOn3vbVWVExuhzjtWbLuMgK8JgjD6HWD2s9Qw2SdHpIIwNEjLplOAZVE9qWRSQO4b0OrXAexQnXEKEWoGM0UmCPBgrjGGCc3+kFRmGtm5hMNZGLY/1ww4nQGf/WjM6+hJhAjghMmbO6DjBmOHMS46M0RcIJ4XBS3EJgzHjfCNJQZoy3tKzcnFAbQXgYmRMGIyZY2i/RyoYx1dqZMUMqGXIGDOG7H3IDajjgoDaMYapJuP+QOmWRLJFxzDLBLw8R84iubbnkDp45DAxz77tGeRUOAZtQkeOx0SJ7kwwkjLeGcJgjHHmFNnkpikpslkGdJo3hub4pdXvUZQHosYdQ05AbSHUpX0GccKFxR7sPk2jx+VExngZBhPZjAuQMfF7NFFR2mrR1mphMNZWjT5RiIxJZuQxQysnl9Wf0QlRFc6MjjrzUs/oTFTFCzJmvETYmarlBJKCNKXEEZQUGZOMoZF285RqFo6h3clgFRXN+pYc3fSZpoxFYhBj9dE4jhwLHeg97kRWKKqSrKx0p7jLhm7SMcypgzFjDFM5ZqxYB+l4Dun1pHyucoyhMMUlSFPGGS21fBYDt7w7TSl5Bs0JUQmfQdQRixlIHUVxqMUStFq2UBglG0O8V/GedT2HkjQlfY82l3hSyxZCucaQvhtEnDHOhAg11uyboJwxDjKWCjljobVBy5n8oYgZJEhn5KIZHceR25xAK5nR0Vk/RQF8I2M+CPzlQMYsvpEkxSVAxkgRhmH0XG1cFckYYnCCAVk5HIHJVUnqjSG9D12oipHW4/GNeMhK2kDGSj0jl40h7zlkn0GWr8cNqFkCvAOhrjJQCK6IZ7nJ3yICPyfFRYxBNy1kMyLhG5V4DBneGGvsPeU7oJalKU10s7RjSAN2VERJsKK27LvBUWzh5T2aTskC6qbCdsI0ZWhtyZCU7ERVsvhS1yWeeiHwC8jfdq5DruX5Rl44Y840pYyvUoYUCVWX9sT7440hL8WlPYbZlks185CxrIr8HXchm1xkrGzBmIFuavL+bI7MOCfhcygJxqjMSzkqYpXkbzQmncUbQ/Z+ZZ9DeUVzeRw5ndi6kDE2GBME1LbtcMcwocG9LQ8yhuPnLoQSEPi5Y5jhUgUoSMCle6RCAn9obdDoTBrlFGTE02jMzVUR8o1i1mzOVlknI/DTSq4SO4JmLQI/HxmjhGgRqkI2QVMkMs5YSxH4Y/pFGGoCP4cAXu6AWoaMcdKULFdFNCun1wb9i7M1l+nIS0jeV3PGDLqAIBjjBtTsGOKJmehmqsUI/ELOmClrkbRJTHBlEZjAk0vg56DfZjVsiR256DlkWyPZAmrOMygcw7j4PUrR6RalCmQ9SFsIC6Ek8iRNIWcstDZohHdBSclS4qnbCaiQMbKdPK8kWzyjay4bqiJLcSX9v0SM7Ttn5Yg0lsMRSCtiDb5KTsQZ80Lgz7TSVLNJ4K9Spyl5wRhD/nbO+C2uSml725mFNI4JET0ucpzMGIqCMZrScwfU/DEsF6rC7sNrJZ69iMY4L+ypyrTYsQj8kjRliflGojHEe0qVamaNn2rWqaYsDzLGD8aKl7agyJhTXqZc3NvWbK0iGLv77rth3XXXhcrKSthqq61g+vTp0vWnTJkC66+/Pll/4403hldesVTV0RC1ufTSS6F3795QVVUFO++8M8w0RVABfv31Vzj22GNh4MCB5PvBgwfDZZddBimHo/vmm29g7NixZD/9+/eHG264AdYWY0mkSDylzYY9VwGJSrKzui8RqnHUkqiKABnLFs8ZY1/KpZzRyQn8QSJjLTcrt1LNPEeQdpO/RWlKCTLGS3FljWei9I680ps8CTaMNgJHvTHkE8ApOp3K5ohESYtwxkSO3MczKCPwlxoZiyUsyof7O3GqWS8YSyh1xmgGoOzj55nAn5IjY7GW4d62ZmvxYOzJJ5+Es846iwRDX3zxBWy66aaw6667wpIlS7jrf/jhh3DooYeSYOrLL7+E/fbbj3y+++47cx0Mmu644w6455574JNPPoGamhqyzSaDG/LTTz9BLpeDe++9F77//nu49dZbyboXXnihuY1Vq1bBLrvsAgMGDIDPP/8cbrzxRrj88svhvvvug7XBLG5YRMpX4ZXU6yBjXPKwjMCfbkFUxSzJrvRfBSRQb2evZymRlYSMwC9KU/KQMSFnTK0VV+o0l5Vqlqm3J9Xq7ZQzxqS4TFSF58iNMY87xjxok0nM8IowSCcML7w/wXPIBreldOY4AaR9Kd2VeHLyt20MRTpxAmkS8pMyVeLFDQ4bH910VzV7kicxn8GWe4+anLGk7D2qUZXOeQa1kbGKMBhrEbvllltg3LhxcMwxx8CGG25IgqLq6mp48MEHuevffvvtsNtuu8G5554LG2ywAVx11VUwYsQIuOuuu0xU7LbbboOLL74Y9t13X9hkk03gkUcegYULF8Jzzz1H1sHfT5w4kQRbgwYNgn322QfOOeccePbZZ839PP744wQpw+MYPnw4HHLIIXDaaaeR410rLK/nCOiLTaskO4KNlKxWHszGJTO6Mr1EpAR+90sE7xNf1ZQOR2DO5hJJW0olaGOLMERpSpe0BQcZ4wqGFjai7qJQLnTTGVAjP1ESjImQMTagljnyrOFYS+7IjeOhwV+xhTSuilhFF4VSp7loIObcp+3d4KUSz+HIpUU0TeXh/ZnImG4XBc6ESFxN2Ro6mcjoHu5nUMS95cnL2N6jMmQsGQZjZTcMdhB1wjSieUDRKPn3Rx99xP0NLmfXR0PUi64/Z84cWLx4sW2duro6kv4UbRNt5cqV0KVLF9t+tttuO0gyaAfuZ8aMGbB8+XLuNpqbmwmixn5ayhD5syNjfM4RO0NRvURwpk5nP1SsUakzFi/TS0QmGMqRRWAdGY8zhn0dzWX5vDBNWa4WHjGNakoh7y9VHIG/3F0UXKlmUhlsBJrMC99TmlKW4jKuT6zEyBgdQ7kjzxchMcNHN2PRiClTUMoxZKUzxIKhJeoPWya+kawtGUU3bZqNijSlLaAWFGCwwVHJ05SyQqggxtC4NlxkrJkG1GEwVnZbtmwZZLNZ6NnTaqyKhv/GgIpnuFy2Pv3rZZuzZs2CO++8E0444QTlfth9OO26664jgR/9IM+sxQyVuDUquVikIKdRBURnP/yeai0oiyDjG3GQMWErHarAz7xEEDGkxaOuVjplKsemyvAUxfEkbWGkfXwT+KkjKBe66ZyV2wL/ZFHVlNw0ZbkI/MYYylNcRUjMyOgCZZC3oNtOxqIkANQi8PM4Y5y+lGQTsjRlcyt4DqmAthfOmChN6egDW1G2iuacTQ7FS6qZP4aONGWGj4xlMxnIGUVnCYNb2d6sxdOULW0LFiwgacuDDjqIpEuLsX/9618EYaOf3377DVobZyyTlpVk50tXBVTiFJep/K0pGMoeP1dwkoOqcAVD6WyuxDNyitqQl5aj3Y0lbeFAVYw0j1IWgWxExhkrE7opGkNFMMaOn7DJtKydlXF9aAqqVGY9g+lgtOKELa3c2y+HM6fIGNtCyzQzzZzQr2h2pil1kLGKlks1m7w/U3DbQthdzd553UxsWnGOIowydTKRCi+bRRj2a2y2tGLHMKVCxviTWrSQwN8C1q1bN4jFYvD777/bluO/e/Xqxf0NLpetT//qbBN5ZDvssAOMHj3aRcwX7Yfdh9MqKiqgY8eOtk9LmU0HTFIFZCvJtiFjCX1kTErgL9NLxIDXaVpUFxmLRnAWH9NCVcj6Is5YmWQRyPE4xsTijDkcOXVmKsFQsoOWb1JMUzAu3p/tXku4nADbSsdPX0OTM1ZqAr8Gupnz0AlDV9rCzvsrPTLGpQqIHDlHnkQpvCxDxhIVLZdqNpExv5NasXBv2Qn8Mu5tEQr8JjLmSFOmjfGL4PvYEYS3F2vRYAz5WCNHjoS33nrLxnXCf2+zzTbc3+Bydn20N99801wf5SowWGLXQe4WVlWy20REbPvttyf7RzI/ctWc+3nvvfcgzTxEuJ9hw4ZB586dobVb3piBUMK9fEYn6YvH8I2ELxEZgb/cKS4ZZ4xtw+KBb0RfrpFoxCUYalbilSk9wu5T2Q7JkyNPqFPNmfKMoVC9HY+dJxjKOgGchHDHUFZNmSpLQB2jlXiOZ4p8R59Bh/SEOSnS4v2J6QKWcG+2ZQRDReRviXq7s6JZyvsr0xhqacUxyJiKM8YVfSUbcfeILUeGoVlHZ8xDmhKc6CZFxpxpynTKfEZK2R+2NVuLpylR1uL++++Hhx9+GH788Uc46aSToKGhgVRXoh155JEk/Uft9NNPh9deew1uvvlmIlGBchOfffYZnHLKKeR7HMgzzjgDrr76anjhhRfg22+/Jdvo06cPkcBgA7F11lkHbrrpJli6dCnhgbFcsMMOO4wEiyihgfIXKMGBlZx4vGuD5R2cMbMaz2sVkOOlw0fGWl6skL6k+LPytOdKPC7fyNmrjXUCjrYfQVuUEcB0jiFNU7oJ/DRNyUHGhGnKdIuMIQZRpjyJTL2dMe4Ysq10dJGxMhH4Tc6YRJ7EOYbgS9pCJr6cayFkTIGqcNOUHpAxOikqF++PS+AXI2OQzVpC3Gw3E3asEKE3GoiLhHtTmZyt6r2U7ZB00U3qC2zSFh6RsYzxDLKTzvZmLY4HHnzwwSQYQpFWDIY222wzEmxRsvy8efNsqBWmFCdNmkSkK1AXbMiQIUSyYqONNjLXOe+880hAd/zxx8OKFStg2223JdtE8VaKcCFpHz/9+vXjpveQgP/GG2/A+PHjCXqGKVU8RtzmWmHmAxuxORoZX4X7EmEceTFihSVXb5cKhrr5Kl6CMVod5UxRkk1TvlGJnQB9USFHzTmGoko8CAwZK32qOZ3Nm6iQWBYhrq1v5G6lk9dAVVpQMDSIakqpVlzpx1AuGFraako6QSl5RaxZhMEZQ7O1HDuptQcoERTyxcsQ4UxqyUaSAJlGYZqSSohwOV0BGJ1wUY6hVprSi3Cv8S51SQSly0MVaM3W4sEYGqJaFNly2jvvvONahmR7/IgM0bErr7ySfHh29NFHk4/KUKPsf//7H6yNlvfEV+GkKTnkb6FOlcaMvFycMa+CoVrImNncloOMpcr3EsGAD4Mx5xiqOGNsgEJn5OgEcOJhpgQE6u3lQsbYYF2o3u5wAjK+kYjAzyupL5voqzkh4qAqlG/EprgEwRgXnVbqVJU+1WwR+PXQaXGKy5sjt49hqZExo5CGN4bcSS3T95bzHHKLMHjBGHPO+C4tVTDmFRnL5XNmazy+VhwfGROnKZPQXq3F05ShlcZQxJU7o9NMU9JcP/sC0dLHcRQOlK8STyJWmM0Iyd9CWQTmpUBfrs4XiO0lUgZ43XTmTq04oQJ/Uiht4akIw+SrZEuObGJsiNIIvrkqNGghjbNjLt09mXp766im1EfGhMEYZwypVEFJA2paDZsoUr1dUE1pOXJ3QM1yjkppIr1Gsu+YeFKrH1DzKR/xWBTiBl+1HEUYUnST4d7a9BoVATVO/miWIUxTui0MxtqquaQtNEqyeZwxRzDGRcbMfnN5Q6CT5wTKUwXE7U1ZSmSsTDNymTM308xZ1EPLy6UthC2tZKnm0hdhsI7cReDlBNM6jpzdjqwnHk0blpzAL1FvN/lGHpAxsbRFy6QpG7X6GgqkLXRSXHQMHQE1Sr1QjaqSI2NmEYae6CtJSxo0G2/9RVsj78/dX5TlvHF5fxy6B4/ykTWCt1KnmVuzhcFYOzGLryIpyWZfIvFgS7KR5+CU2yhJJZfHVjq2Fh4i0VcpMkYdeelfIqJUM4sU2FpaSaQt/KWaS69R5aWKi87KdQRDTVSlBVPNsko8OoZuZIzqVKX0kTFZmrKU7ZC0CPxqzhiIxjDLR8ZYDl6pgzGd96iOxIwQGdMJqDMtVRHrHkP2HUJ5cDoSQc5iqIzJGQuRsdDamDkDH7n6t5jrIELGuCkuzkuE5TawvetKR+CPilvpsAR+Dqpif4kkNZGx8qUpLfKwrItCXqoVh5pqqK0mLKtvYfK3dEbugTMmFJtswVQzfQZRkJkiOa6KWCcyRtHNlE5/UfUYsi2LSpfi0q/Ek5K/Xb0p+egmixSXviJWnWHQQTfVqeZUi6SatSZFDDJG70HsW8zqNdLCL5YzJ0XGUuUpwGjNFgZjbdVyfJ0xWsbPnZXbqoAUyBibzmLRJadytIN4Wvaeajb1dp/VlBqcsXIQ+EUpEhbtYR2BlaZ0BNTGDNY2hpI0JSVkl9KRy9Xb09I0JZcz5kAqrTYsLZdqZvlMzoA6quKMcXh/nlCVMuj9SR25Kk2pSHHZkDHHpIg6cpR+QQmYsnDGpMiYoBMGBxlrbVXNll6jnuir2QVDOKl1I2PIHhDqNSbCYCy0NmYuBX5ZioTTaJqF1tltmciYUUFjkaX5jsBGPC3RjC6TzRFpBF99Db3ojHFTXOXjOog4R+yLTaellbyLgtiRtzgyFtVw5CmBRpVUnqRMgqHMMbl6xIqqKSWpZi+oSjmqmqUpLkWa0t6SLMNX4BfKIpSRtykoopEhY6bEjFYwpqP3V4ZJreYY0gmRi+7hWSIoVdh0mKYMra0Z45KV8Lo5o2M5Y2xwodNOR9oSqbQvEVaV2oWMsQ6Lw5cSBmNJzkuEg4yVM00pGkMkqnMJ4KKKWF5ZvdSRl74iVu7IPaQpBbII9LrIAupSB2OI3NBWL250U4SMeUFVZOLLpR9DLQI/k+KytbRinLk5edCspiynLIK0HZIpESRANzldFFpdQC3tZCJOU4reo+wYSsWzU+V5BluzhcFYWzVhb0rNKiDPJdktJ/zKvpxcvSlNVCVuVjXZUlwxfWSMX1Jfzlm5hPfHaRYurIilaUqv1ZQt1tfQe5rSTeCXBNSmtEUZ0U0n78/sayjgG6WKfQZLrzOmx/ur8J2mFCJjZdT6s55BHt1D0AnDnBTp8P403qMl1fszqpqlVekV6mCMU4RhPoNcnbhUYdNhmjK0Nmc5QSWXpj4O2xeONyu3pSk1iaeUjxC00e1iIOaWRfCgUYVyIPQlwuqMmagKz5HTFFeiRWflPNFQUUUsdwxbuJpSqm9EHZZgDHXasLR2eRLehKjwA45wr0gWwSzC4OiMlSVNKSN/e2gyraqIdVXilX/8pOLZjjE0z0NnDFuYLiDsD6uQtii2rVy2jGPYWi0MxtqJWcrRkiqgjAAZ85SmLH+aiyI2/NmccZwivhGvua3rJZJXi022YJpSlObikb+FYyiVRSinRpVeOyulRpUrxaVRTVmOgNospHFWxLqLaGwBtY4sgoz8TYV7W0r0VZCmlI+hXkWs9QyWD9nkcsZUyJiXLgotkKYs9IeVFNJIpC2EGQZmDOm9LedtJqC9WhiMtRMTySIIqykxpWdUJnFfIkJkrPwpEqHGmMyR81JcTCrITjzVaFDcgiku8h0PGaNl5VoEfpkjL1zXTC5PiiXKzxkTIGNZfY0q0xE4AmqUmCiXYCi7D1c1penIBZV4ngRDW4j8La2IdTtydP78JtNurT9Zk2mzP2w5K5olEkEuZEyCbnpJNdPrynJkg7SCFiTwA2rMGtD7LV5cmlL2Ho05AvD2ZGEw1k7MFAzlpilVM7pikbHSltWb/dQ01ffFXBXr2FlkxaoCirRso3BJOx0Z788pbWH2p7SlKWUaVdZ1LZUjkJK/swHIIpiO3ImqMBONFhxDITLGQTeLQlVKqPXX6JH3xwaTqjQl20rHiYyVUzDUEl5OuyrWoyren04XhRZExlhlf9ekSFCVbgbTTDWsqpNJS2cYWquFwVg7sZiBkvAduYrroFMFpKOPUypUxeKMuUzUSicnQcZisUIbExfXQUw8LSvfSLcvnkjagqszZhx/PstpaVV6rTi5ers8GLPLIgg4Y4JUM4twlAVZEXZRECBjFN3koCrZfJY0atZDxqJla2klVW/noCouZIWTamY7S7j6GpaxCwYbLDgpHzHjGjvfo5BwT4p8BdQlFn2lwTRKESVc/WEZHiI7hqpCqKQmMpYKqynDYKydmE4lnpM8LOM6eEqRlJh4agkV+kDGdCrxpPo45UtTihw5e2w2Z+6p2Ttz/I4xRB2zpMk5Ki266SlNyR3DDJ8zpqjEi8biEGUVxEtklJdGnY87xWVvG8ZDN1kZCG2tuFZD4Hc7cp3nkL2vxert5ZsQSbXiMmrenzjVTCfA7jGsSpb2GZSOX8anXiNH2oKHjGXKKJ7dWi0Mxtqo5UWVeBJkTAivt3LBSbMc20swxpnRibgqUn2cspKHxYKTllacz2bvkpZW7LUtNbrpSWeMVnLx0pROBX5BiiRTZuKwOSky5DSomceVx6peuXCvr2CsDK10tORJOBpV2J6LbaXDE31lEd+WrKZEhf+I0U5M2EXBQ7N3P8hYqSRm5BMi437F9z9TsS4KxkAi+spDxrJhmjIMxtqLyZSjRcRTC15PywVDFTO6UhNPhX0pbahK3D8yJtHHKeusXFqEwauI5acpvSJj5aiobNQi8HuophSkKV2csTKOH7sfV4qLOS7bcyghf3vTiit9k2m56KuklY6Ib8ThbaI5W+mUs5oSpXMouunWijPeo2kRgV+nCENG9yhPmlI6fo7eor6kLSTc23iYpgytrZtU9NUDvE75Rq0LGSuCwM9z5I4XgqlR1YJ9Dcn+TSfgdrY8ArjZKFzU7J0l8CMyEYmpizBKLNwrJ3/rj6FLvV2IjJVX38iSJ5H0F7W1JXOPITZlpqbfRaGl05QeBENlwsvxiEtL0NL6S5YZ3XRqxem3tFIjY+WfEMnHT/EMsuh0Pi8IqMXSFpkyVsS2VguDsXZiplgh9prEMmUOqiKG1zMayFjLpUjMlwhP2kIhGMolDntAxsqZ5rKcgLf+olrN3lvLGEqrKfmpZlsrHZG0haCasuxpSkERhrq/KFPpG4kI0E094V5nFWBgGlVaBH6OYKhGFwxTXiYmc+RlCsYEfX55XTBEaUo/dI+KMlVT8p9BPjJG36O23pSGVIxIr7GlC6Faq4XBWDsxlhiZcYiAUlRFR+NIjIyJUySlJp42pnK2l1XgKS5ZSbbZKLycaUrN/qJ0Vuoow/cnjVCeWbm8Ubgd7aLInn0MBRpVpiyCI8VFq7jKlqbko5ui/qK8akox70+dpqR6UkEbu02vrXRcTabpuWrLy1BHbt9OuSdFQmSMU03ZGtOU0kmtAhnjVTSLAmruGKZCZCwMxtqJ2UqynfC6qpqS5TrEVK1Yyk88NdOUQZG/BciYc0aHYqF5Q1qgvGlKzf6igmbvQuHeuM6svPWIvtJgktdkOuIYD2FfwzI2mUaLJyuUvD8bMibQiuML96qRMaeeVFDGBulU7V8lT+ItTSlGVSzR13IH1M4uCnT8HNeXU0gjnBCZ71FeVXrUxu0q1XvUUxcMbiEUc+yekbEEtFcLg7F2YrIqIJXgpB7XoQWJp1ICf/HSFlYbD4lGVQunKbk6Y4G2tCqxPImPakppo3BXOyQBZ8xsMl1ezphuFwVQpZo1OWOoGxUzUqGlIPHT8UvEIhDnOFuuzpgxfqz6viigFnH+WiLFJUpTWv1hg+ii0ALcW2ma0vt7VMwZC0VfeRYGY23UIg5eiKwKyEtPNX+tWEqb4jJ7U8pQFUcqxE9fQ5FGFVq8DG084lJ5Ek41JatgrtXSKtFys3KtRuH2a0yP35bmErZDElRTlrESr7AfPvlb3V9UBxkTj5+9P2W2vC3JUEQYxYS105Q8jSq11l+5xtB8DkVaccJCqHQgk9pSpJnt7ayKpHswaWbSVk8LGUsXfhJWU4bWdi2irAKyXiKOAI5TjeeHb1Rq4qk8xcWf0WWyvJ54gjSlYFZOnQAKhrIvnZboL8rTGWNTBHqCky05K/dWyYXK81R9np+mdKaaVTpjZUZVJOimjTPGqab0g4yx17YUATVFp/mOnBUMdacpKQ9Vrt4uqWguczVlTKEV50LGJAT+1jSplff45VMFeNIWymdQ1lYuEaYpQ2sHJiyr56VHyA/8EE/tL6hSOwGyXS2dMT68zq/Ei3viG5VdMJSHjHHQTSIBIFFw95amjJZ4Vu5NuJedDKiCMWlfwzIWYMieQSEypkhTcjljuMxRMV1quoAlLyNJUTrSlPTYdaopLaqABFUp+xjqImN+pC1ackLkI03JcsZS/AyD+R4Nqym5FgZj7cgsFX5+MOZCxjiiob70ccz0SIkcueEIiq+mdFdxyVCVcguG0qCP1+xd2F9U0tLKU5qyRTljdAzj6mCMOgImoGaRCqfgpFWJV940pS5nzEKn0/ppSrKRtFh8uRRpSjoh4qIq8ibTTmQMqAI/px0SDxkrd6pZJL6s6i/Km9R6qUovubyMlMDPp3vwxtBMM2siYzhZyoa9KcNgrD2ZKk3pLsl2O4LWnOLyUk3JrcQzuSpOjSoRMlZuWQQrxeXUijL7iwpn5elWS+BPZ3OQNVoA6c7KRU2meTpjNvV2IbpZbvK3Ju/PlCfxkKZUasVly+vIWfV9RrDVRMY0+hrKWumUsyWZnTPGL4TCpua6La3Ezd4l8jKZbEm04uQ6Yx6QMWEXDL7WH1uVHisD97a1WhiMtSMTl2TrVwG1TuKpDmcsoZ+m1FZvb5k0Jb648AXG1zjKl6gvXunQTZssgmZAzQYhrCK9TL2drCvg/ZVdZ0y3v6ig2bsSGZNyjkoxht4dObcAQ5WmlGj9lXsM3Tpj1rnbnkPOGPrqL2rot2EclnJSSko9qRWIZ3PRTUEhFEXt3dzb8lalt1YLg7E2ankf8LoO10GMjFW0gjYeMs5YQv0SEQRjwr6G5dY3YhsnizSOhFpxGjpj9EXL7S9aQlSFCQ4q4npjyCKbbHscvnq7cU0iABFHX0NKwm4NOmMmQs2mubxIW7RgSys/rXR46LQQ3TRTXC2vUWUG1E7xbCbIsAXUnIpYdX9RMbJZ6kmRl/6w/AwDv6LZLMIQZBjKVZXeWi0MxtqRUQRHRDx1oSqSasrWlKakiJunakquYCifwG+2YnHxjeiMvEzIGPOico6hsL+orJLLT5qyBOgmG0w7+w6KnLkqxcXy/sz0SMy9fZqyL9sYCsjfdt6f3JG3RgK4L3SaoxMnHEOT/C2pxCtXNaXxHLqeQRYZs6Waxei0F2QMNdzoXKK5hGMorYjVKYQSpilFRTRGmtkhhdHerP2eeTs0kzzshNc5gqG2WXnKS5qy/MRTs5pS2pvSmz4Oa2aTYudLpMxChfiiwhcW2beLr8LvLwoJL8iYLNVcOnSTIjVcR65IU7pkEbicMbVgaPmqKfnPIDkGXkWsIBhT9zYsd5rSBzLGSVPmMf1uVILqI2MtlGp2IGPYX5TG+vxUsz21HjFkh3TlSXAiUY6KWN0OCqJJkRl0ak9qQ8FXtDAYa0cmkkZQ6uMUrVFVWuKpRR7Wl7bwQuAX9zUsL3G4sC95Ray7kovOyr2U1csC6jILhirSlFqyCKZgqBhVKZsjT2pIW3D6izrTlGKEOtGyBP64B9FeSYrLqcCfbUXVlBQZk4kv2zph0ONinkEMrHwJ95oIdUulmjXG0CMyZj6DSX/PYL5EXORyWxiMtSPz2lONJzhZjOhrqYmnntKUvCbTQs6YnOvgNcWVWdkMf0z+CVa88AvkPc5wRaKhYt5fsGnKUvQ1tGQtBK8js1E4hzMmEgxlAuqcTN/IFAz1NobNs1fAsoe+h/qPFwbmyE1pC54jz2SKbvZeyv6iprRFQCkuJ11ArjPmryJ29QcLYNnD30Pzryt9vkczkjFkqymDaWll64RhXO8W7w/Le49ypElsyFjCWQjlT/A1l8rCH0/8BMse/K4kk/xyW3na3IfWKkzlyIvrqUadhhgZow98hQgB8WH4EFpcB+/wuo08LGqHJEDG/AoVLp/yMzTPWlHYV0UM6nZd17szd6SthBWxEnkSLzpjVMyz7DNyheirTiWetCeecV28lNTn1qRh2cM/QL45C00//QmJHtVQMaiTR0cuQ1U40hZoOObG79Xiy5I0ZSnG0ORtSp7BqD6qIpK2CKqasnHGn7Dyxdnkv1NzV0Gv87eEaEXcW6rZkaa0xjDrqSKWH4wpkLGSINTeRV+9IWMWdzOIAoxVb8yFxq+WksKc9KIGSPaphbXZQmSsHZnVTictdOTsDIPnyNkZuW02IpnRJWPRkhFPWbkMeW9KHUcgUOAXIGNmmtLDjDz9e4MZiKE1TF/kCWaPGcfmdOZWQK3uL+pP2qL0aUoucViUphTIIlA9NV6akoeM+WnD0vDFEhKIUav/aJF3Aj/HkcukLQIZw7I4ch8prgjnHGMxiMRinHZI9jHEd5AfnbGGDy1EM7cmA2u+Xqr9W1lAzUPGaAAtSjXrEvht6GZJC2l8iL7ygjER3cP1HvVelZ5PZ6Hhs8Xkv7sctv5aH4ihhcFYOzLqCFx8I4E+jhmUCEqybchKCxFP2bRZ0dWU9Dxd8LqgCshHmrLpp+Xkb8XQzhCtSUCuIQOpeat9IGP8ilh3FwUv8iQtlOJKS/hGAo0jYSVeStzXkNtkmiJjnsbwT/K3ekSPwr9/Xg55zfS7Dt+I58g9czfZFkRlKKTxQ+DnCYYqNaqc5G/mmuiOIaa3mowJUfXmxhj+WBhTTxMiITKmpxXnr79oCzV79yOeLUTGRBmGhP6x/rIS8k1ZiNVVQNXwbtAWLAzG2pFZ6t988reLeMqpprTp47BQegsRT+n2YtEIJDjIB29WjorXqHytI/rK9jUMogqoaVYhGKsc2hkqBteZ/KNiZ+Wi/qKeRF/jLdOk2BSbNEQtbYboq580pU0WQSIYSpExh/MXGaKYmNZC67BdP4jWxAlKlvpNL6CO0mcql4NcziHcq0LGtCRm1Knm5lYibeElxSVCxtiJpW6akoxVNg+xjkmo3bYvWdY8e6VNNV9HYoYnT8LTihM1e5cS+FGR3nF/lK+LgncFfq0xFCFjPt6jqV8Lz2DFkE4u7cC11cJgrB2ZaFbOzlTsyJhcrNCGjNEGwAriadAvESWqItGochP4xeRvfisdb1VAGNhRp10xsI580Jq9IGOCNJcIGQNPffGSymbvpXECkhm5QGHei3q7vK+hN85YamE9KbrAICzesxqS63QsLJ9fr/V7dvbvfg45jhx1l4x0nbcxlGnFlZtvpKhotvU15JO/RcgYy3/VRcZScwqE/eTAOkj0roFIIkoC6syyxuJ5f7yA2pwQ2ceEW0ijamllXN/mcqOb9D7zIG0hLIRyIWPeqymb5xbGsGJA4flrCxYGY+3IRFVAZGZB9XFYLoKEb+QbGQv4JSJtME2OR4yquJw5BxnTa6Wj5wSyK5sJtI4EukTPakgYPIf04gat35N9CQJqqx2SPjLmSRahhFwVitRIZ+Ts8Qlm5CJnTh0jr68hTXPpOnIkCqMl+nYg6XdzDBfqBWPsfpzPIU/0lZyL5Dn0JDFTyjSlLKD2oVHlKqIR8TaZNDNXMFgyhsl+Hci7zxzDBd7GkJem5CJjlO7hGG+u3p8yGCtNQK1fCFUEMmZKzIg6mST0jjWXN8cquU4HaCsWBmPtyER8I3yJmbNyBTJG9HEi/omnNHgqS3rENitngkjGgakI/DpNpnXhdeoE4t2rIBKPQqJXTWEfq1KQbeAHsaI0lwjddHPG/MiT8HTGCueeylhNvcsqTVJUNWU+sGrKzO9ryF+soESjxOH0Qr2AOsrchyLen0grjm327kd8mTrZ8hP4BcEYT/RVleJyoio+KinTS4wx7FkYw0SfGhP1LJr3xxHQ9iTcq+wvWhqEmi2EKjbVDEJ0ky/66rUqPbuqGfKpHJnUxrtVQVuxMBhrR0Z5MXzysBtZsRy5huBkCxFP6fa4szkdZIyTIuG10sFJNyps2zftrYqLImDJ3oWXf7QiBrGulbbvfKt/i6opJdIWflpalaK3oRTdZB0Si8pyOiiIkBUR38jPrNzlyHsV/qaXrdHiHJGJj4L3J0TGeAR+Py2tyi2LYKa4HKiKcew6fQ0t3p+Ib6SJqmRykPmjkI7ENDMbWAeRpuS1lhMJ93LHkLxoNBDqUhZCxYOpiHW1lROJvlKtv4TmhGiJMX7dKiHC4wmvpdZ2ziQ0u3FE8KTwuikaqi9W6Ek5ukTEU4szFtOuxGNfILYm05w0pYh0SrbjMU1pvkQMJ4CW6O7NEYjSlKpqSj1ZBLUTKIUj0E6PMGOlajINDNKVlY2hsb7uGKI0CTuGsU6V2NsGYR4yYy+mt6GFjAlaWvHG0FNLq5aqppRX4tnSlLRYSODIRaiKbjBGArFcQd8PCfxoFF3RDsYEGQZhazmFzph7DDW6mQT9HjUmWDjfxB6YxYm+pj0iY/4mRHHj3dlWLAzG2pFZwVhGDxnjtPFQI2N8h1Qq4qmVplQR+DXI3xwCv9WXUpLi0nUEy5sK++1SQMPY/87+WfjO7xgKqyk50hZqvhEnWCfVqpHyB9Re2lmRysusO9UsG0MPBP5cUwZyq9M2NCUSi0C8c2EMM8u8jWEuU3xbMj+p5tIQ+HVEX+Me0pRJrf6wXnmbJrLZo9qciCFtgBzPn02Qd1x7/8gYj8CvgYwVdiAR0C5NQM0G01zunYgzxkM30956/Hp+jy61UwXaioXBWDsyPa4DB17X4jowszkOKlcq4ilNmXFlEejxsMcneIEQM1MkrCPXEAzV5BvRgCtmOG/y30Ywho5Ax0SOgJceETkCP5V4pUU3ddqwqMnfVKPKXYShUU2p4QiyKwoTjUhVHKKV1vZNZMVIf/kNqMXoJh1DLwG1xJGXpJWOQRfwEFBzyd8CjSqxvEzG2zO4vNn23JH/7liBB0HkLrIrmjwI92b03qMCzpgvZCxeIokgXe6tF9FXViMPJYJMdFNA4I/ropvGpLYN8cXQwmCsHZlcOdqdIhHN6PjIGPMgOZ18CfkqyjSlhDPm5htxqillrXQ8OHLkqmRXp4TImHYwJkiRcNMjtlRzcchYKYVfqWOp8tOGhcf5E46hQ70dtb6yGW2dMRPZ7GTIuBgWN3h/XlPNzjSlCt3UC6hbpiJWqhXnBd1UyCIUi6rQgDre2RpDrKj08hxK+4vykDGV6Ksn3l9LSQT56fHLFNEwfEonQu2Vt5k1xjDmeA7XdguDsXZk1OHwWrFEeciK6CUS4yFjzIMhfYnkWnxGJ05TuuF1KTKW8ejI8xgcRYnyvsuR/9Go1exWiYwJKvE8tdLhqLeXsrdhsw7fyBE489TbRcGY1Sjc4QSMlKZXZIxFNtl/0++LHUMh749TTSl25LxKvBJWU5q9KQOqxNPsD0uDMVplrBtQOx05/bfOGFrj537P8cbQonukNZu9i/m3JZ/UesgwoHg2foToJuc9ypcn0X+PkvZXNKAOg7HQ1lajM7ocB16n8L9d/VsAr0cknDFRO50Spbgai6im1FFv12oyrePImfQIy8mgjhz1x9h+h96rKQ1UJZe3V/XJKvE8pLhK6wj8pym57azQbKKvfGSMDYZ0UiSZ5W5Uhfy2znDkK70R+F1jqNCK47W08kb+tsZPJ/DXNbznUPJEiKwIxpCfphQFYwKdMcoZi3tFVewBddzDGJqcv2yWoKvqqnR3sOl/DEs0qZXpxAlEX9V6jda2WMTe3dLKA28TJYBodbQxZm3FwmCsHZlcOZonViggnvKQsSg+eBGNGV3piKcuI4RuSTWlUDA06arE4wqGeuA6mCkuB6oSTcYgYvCPsqv4QRC/Ei+j2V/US7N3RUVsyYowvLdh4ZfUU4dhJyGbYyhIcenOyimfyOnIY3VJ7fGTNXu3Kpo9iL46xyqu5hthrJ7WIKoHr1GlUU1Jx9BRTUmRJjcy5k20V4Sq0DGk38uMfd5dnTB4VemqllZexrDUyJhfiSBbQG0cGwedRnNJBHnhba4sHEe0Q4JoNbYla1tnE5rL2MIYi3jK4zrw2ni40yNCZAx3pDOjKxXxlNtKB/eV96DeLtao4ldT6sPrdMZNX/pcZ64xK7eavTudABt8cNBNDt+IrGv06GxJAr+FbvLGUJ/8TUVRRertrhm5cU1QiJW0HfKJjJmoyqqUltaYGBnjF2GY0haeUBX3M86ix0E+h6yQM7+Vjn4RBo9vJEXGPKQpc80ZyDcaz2xnQZrSAzIm1YrjcG/15UkkY1hqiSBlJxP3e1SMbnKq0uMRV7Wmp/foCv6EqC1YGIy1I5OKvtI0F6+aUkDg91KNV9USMzqP6u1UwoOtppQiYx7SlFQSIdaBE4x11EdWTAV+gSMXIWO89Ih34d5SVXLpSFt4ceQOVEXEN/JKHKYBtQNVieKY4uXP5SFXz0cVtThjwiIMdzWln4rYinjUnJwF+RzSbaH0CUqgFNebUkTgF1VT6qcpzWrYyjhEK+K+U81s0OBuS8YJqNlgrGjh3tKkKZu1O5kIgjFef1GeXiOXe6v/HLZVvhhaGIy1I4vKqoAovK6hM8ZNU2rq4wSd4qLSFl5a6QjV23kvkYA0qmglZdQIvFgjpfUkGNNPkbicQBRnnOCelSv6i3oS7i15EUaRPfE4BRhoOn0NVYaIV64+xQ2osRqPLvPizF3VlCJ5EklLK6FGFWcMEZHAgCzo59BPRbN3Ar+omlI/TUknO1x02iTwp5R8OtJFQTQp4lTEEiQo7qWqWacitjSir37SlG7xbCpt4ebexop9j66kGYYwGAttLTaa4uIR+HmOQFSSzU1TtlhJds6GvNmM18hcS7097q3JtIdgrFhkzExTalbEyqQtfCNjgffF89HXkEvgz3qqxDOVv3VSXGvSRLmdbKfWPd6ekBXBGAqRMdORp4rSqCrVGFodFDxqVPFEXznkbylnjKaadcbQQC1jkvHLp7KFvocKU7W0cgfUXuRJZBWxpZnUqgNqd0srE512PJtmhoGLjBVH98jRDANnUru2WxiMtSOLMZwx5+yPOgIdnTExMqZ+iZQsxaVS/ua10mGgdaE+jqCfmmfi6SqNYMwgp/rtosBz5rwxjEaiEIvE3GMYr1AgY6UqwtAIqHWaTItSXIpKPK0qLsORR6vj3H54JjLmoQhDmOISSlsUl+Ky8/4CRMZM4WVvGlX02O2pZjf5W4czpqPAnzWQzWit+xkkhTTGO4QioH7GMKYIxnjN3r1MaktF92hMqQJqdxcF1XuUR+Av+j1ab4whIw/UViwMxtqo8ZB20+mgGjKjscQ6ApvGkRdpCwW8bhFPSzOj80L+Foq+chT4aWDj5KoUvtNDVmwprqLTlBLeH8+Zq/ricdOULdPs3U8lnlaKSxBQU4RYywmsFjtyspwGY1h6rzDPjcI5vD91b0pFqjnASZEaVVFwxrgBtZPAr6im1EGnKTLGmRDZxtAL78/Vlswt+irshKGie7RAb0pfaUpRVbqtP2wwbeVyijFcmy0Mxtq8MZpWtiBDkCLhVFOCQ0+HvkRcwZiJrIhfIo2pVqBRJRB9pe10dOD1gnp7VuslQrRxcDMRnNFxZuUdjPRxEeRv9hh5vD+h+reX/qIlaMWSzuYgY1QgyjljfI0qLQK/IKCmVcVxnSou0wnwx5rO1HVQFVGq2eqC4RTuFae4PCNjJUBW/JC/1WlK0RhG/acpzYCaP4Y0fUnX08oyCKsp1eimmu4hyzCUUSII3/206poNxkTi2UZK084Z00hTxrygmyEyFtpabOzsUch14ClHC8jDvpSjA05T0rJ6vtikB1RF4AjEbVisc1fNymnqCh02NpZ2Wow6ci+oCk+ehKcVx5G2ECNjxnVCVW0iC1J6vgobFPADajdXRdxKh69RJURVPKRHTEcumJFTR66FqgjTlHzOmIz87bW/aClaWpnPoBJV4QfUxaCb3tKUlDMmQMaM5UWNYUxfnsTPGNIJUTaXJxOZ8kgEeePempyxWMxjmjKuzjA0iHl/a7uFwVg7sigRw6TpSL5oqF2jink4eLNyH02KSycYqp/iEjUKl3EdXCX1HgRDZeR9dpaXT+cgp0AOpc3e4zJkTCcYY15wZUqRsEEBrfTzLRgq0KgKoq8hnZGLHbkPdFNYiSdoaaWlMyZPU9L+n6WQtlBrVOkH1CyqQpxwTvQc6qcpaUAtQjdNZEyHM6YcQ400pfA9KqF7sFpxgaKb3iWCxHqNnPeoDt0jkdAvogk5Y6Gt7SbWOOKhKgrl6FZQTUnVv6VpSkEVl82RY8rRSMWyiKAlVihDxuTBGH25i1CVCPaDo21UFM5cioxJqynT+mlKRUDNinwGxvkjGliRIqsp+QR+K6AugsBv6sQJHLmRfvaCbjq7KPCaTIvQTXVvyhaopvTQSkcVUAvV24uoppQR+AvL9dFNqmsmzDA4xH+tMSwOGWO14gJ9DqUVzf6q0m2FUBQZ4+jQ6QbUuQZ5Ec3abm3vjELTa8Wi0xePDca0SrIlacqSK0dHiyQOq5pMR32rt+fWGC+b6rhYt0jTmVMn4OSqFI6FUxFLz8Xh+LmOgC1o4Cq4l4BvJHMC7HE4ii38aVQJ0pSBOnL9SrycAFXB4htWyV/WKFyMjCmqKQPkHPlppYPV3HytOCOgjrnlZWT9RVVpSluKS4iMJYtGxnhV6SKEWsi9lQRjpdOK09D6w6wKaXunh4zxOWP+28pljQmR6Blc2y0MxtqZCUuyzTQl4wRwCsZJkaiRsebWQTz1IhjKBCssMiZqFO7FkZszOgm0bjpzRTBmKvDzhHt5YyiSJ+EhYxhU0mvC5asEL/oqdQIaY6hH4BcgY546KMhTzTTFRRq+K+5xcTWlqIsClUXwIm0hr6akaamSoyqCMWTbcNmqmo2iGJ4jJ5vw2ZtSJ8XlBRkTjqFQuJcjvmwQ+L1MakuHbvqvaHZXpbsRamk1pSZ3M2dSBdpeihItDMbaqHESPgriqWJG50msUJymLBXx1JNGFRdVsc7PTuCnyJj/BsUUGYtWS4IxsxrPf5pShoyJpC3cAbWsIrZ0ToA7fl7TlDSgFiFjRfCNsnQMBY6cNHs3UjCqgNpU4HfJIgj6i3LaIbHImL3Ze8ulKcVj6KYLCJtMcwRDzYKGSKHbgZ/elDopLoszpkPgN66/R9FXW0Ct1Gsso1acSReQvUf1CqFKJfqapVp/YTAWWttKU/IdAYuq2Gd0xbViYWdcQTkCdEJ0Vs4SW7WJw5x+aoX1mSqgIMjfOCsnjlz8stGtqLQahXO6KHBaWoGR7iGcOHY7RVXElgIZU/GNNMYwq0DGfFZT4n1GkBW8xlWCVHM0oh9QKyZEZBvsc8hTb2e5O2yqUhtVyZWH/M0eC0ejSqelFUsVcDWZ1uxNmWuQB9Psd3Ss/RH43ei0qAjDD/e2dFpxsjSlYlKrJfrKlyYpSARpoptmJWWYpgytDZjpCJxcB1MwVNCKheU6CCu5xKgKWykXlCNIZXOmuG2xgqHmCySRsL3wEckrlm9kzcrVjkCNqsikLSJiAr9jfX8VsSVIcclEez2mmj33NdQNxvB+pdIKsoBasxpP6MgZ1MfelozjyBkHaJsUKaUtDL2/Fq6mtAVj3CbTvCIaCaqicuSN8mCafT5zjRkbZ89XhsFVTckJqCMqZKyMaUqdlmQC3qYrTUlTzTwCvyDDoEXgpxMiAfd2bbcwGGtnpuKruMQKOWlKNTImJ54G9RJpYnrIcfVxzBldnM83iqn5RuKXiIdKPDNNKXEEmsgYHT8yo3RogfFSJJ4I/KwjyDSXxQlIdeJkaUqZYGjCI2dM5QQajWuEzdix8lVgdHzN9T0+g/iM0IDMHlCLpS3cyJhuiqsEY+hB9JUecwQiEGNI4Ty+kaUxJpZFiCoduQZVgAZqWEDR5G8MRe2QeFpxfgj8pdKKa9aie2hMiAT9RfWCsXjRY7g2WxiMteP+lFozOh7XQYiMyWd0VYYjoxV0Qc3m0H8lOC9qVTsk24yco75vQ1UcFZM0TajHGVMjY15RFVlArdXs3U+asoRcFbUj1+hrqOKMiRqFa6ZHCN+IJ7/hRFYMp+FVFkH0HHLJ32yzd570QBnTlJa0hX5AzRu/whfugNrsLSqpxIvrOnIJMhZB2QjjHaUcQ0Wa0q0Vl/RB4BcF1GXWivPA21R3MuFPiLSCMWOSEyJjobUJE/U2FOvjiJWjW7pJMfsCkWtUaVQB+UbG4hp8Iw2+ii6qYuuiwOf92eVJElzOWDFpykC5KqZOnEdkTJJq1u9rqCeLoOsEqKNXcY6kRRgyrTi2yCQS4TvzFuEbSRw58gg4kyKVRpWdt6lB/tZNU6rG0ONzqJ2m5NE9lMiYfFJbmmAs6n1SqyH6Kqqm9CYRlFYG1GuzhcFYG7U8aYYo0zhyCE6KqoCSwShHl0L4takMPfFUCvyqFFe+GcVkjW3I0pRVek4AuyhQ1UcdBXeaKtBHxtRdFEqj/O1vDO3SFml/fQ0daWyxE5CPte4YSrsoSPqLOlPNXGfOjh9bZenqhFGKgJrXSodTXIDHnFeluFi+Ua4sacrC98Zk1WdA7aWa0m9Lq5JoxUnFs+mESFM827jvbBJBgoBat5ISLUxThtamTNzglq/+bSIrnGpKVivIzjdSldUHjIwp0yNeCPwiZEyk3q5XUh9JRCEiCjjwe8PRqxw5QUSUs3IeZyxtk0DwI9xLyd84fjY5hUDGsPhWOip00yWLoJlq1uH8eeOM0YpmWZqSk2p29hflImP0XPKC/qKl0Irz3kpHiKpwKmIpWs8VDDXGPDB003D0eUWaUtRFQVlNWaR4dikKaVBqiBYqybm3xYhn81PNnvrDNhr3RoiMhdYWzHTkHmd0XPVv302Ks8E6ARGp2kODYkvfyJniEsDr2mKTmjNyBlVRBTqqgJptNG0LTJhUpZ+yepbcS9tQBaZRJRxDOXmYxxmz9TXENHFgaUrVGOpxxkTjxx4jV9rCgW5ydapULa1KQOCnQQGf/M0cA1t0oNKo4qq3SwRDdXXGqgJKNQvFs0V6jfEApS1K8x71KhGkFM/W0BnTlQjKY+U8ZhnCNGVobb+aUhWMuUvRPc/o4sGW1ZvQuhBV0W+lo+pr6PcloqMxZnvBZPOQZ6pEuetS3p9OQM0El9xG084xjKvTlEG2YrGkLVQaVfqcMTadwkoUuGblutWUmiX1kUDSlLwiDHc1JfscivuLyjphlEKjSr+vIS+YFtEFdIIxZZqy0WuaUrOaUnNSy6umFL9HxRXNpckwGD15I4IiDMEzyJeXSfsLxuJ65H2yjTAYK43dfffdsO6660JlZSVstdVWMH36dOn6U6ZMgfXXX5+sv/HGG8Mrr7xi+x5nwpdeein07t0bqqqqYOedd4aZM2fa1rnmmmtg9OjRUF1dDZ06dRKmg5yfJ554AoK2bDYLTU1NgX8q6zpBdZduUNWls215orYDWY7PBrs8F8lAZV0UYpV52/Js9+6Q690b0DXTZcl8Enone0OHSAf7fuMdoam2PzRFq7nH1Ls2Bn07xCCbbg7kHNPNTWR7+OGuk08WjifZ1ba8GqrJ8VfnmePMZMh55nr2tK0brciR65KP2ccpk8uT61hR21F6jI0NjZDpEIFs57h0veZcCjJ1UbLumpUN0nVruvUg+3Yuj1UWjhXH0txu1jiv3r2hsWGNubxTrBNURis9aRwlYlGIGam+oJy5qW8UQJqSm+LSaDIdeJqyCAK/xd3kKfCnNfqLskioPNUcvEaVxJFj0MUU2Yhb6bjJ3yKdOPKdbppSewyNa60bUKdSetWUnIBaTOCXT2qD1oqz1Pfdorq249ASXmaOSaeaUrMvZY6mKCuR6C+uaF6brUVDzCeffBLOOussuOeee0ggdtttt8Guu+4KM2bMgB49erjW//DDD+HQQw+F6667Dvbaay+YNGkS7LfffvDFF1/ARhttRNa54YYb4I477oCHH34YBg4cCJdccgnZ5g8//EACOLRUKgUHHXQQbLPNNvCf//xHeHwTJ06E3Xbbzfy3KHDzYxg0Ll68GFasWAGlsA332QfyhDMShTlz5pjLuw3fHDoOXh8qqmtsyzOQg433riMOy7b8oAMhv+8+8HunzrDUWN410xXOX+98SMaStnWhahOAMTcDJKoB2OWGHTg0CXsO7AGd4vX23/m0zrkMXL5DD4K4cbdXtw3AmOEAFR1tx7Nb3W6wQ80O0CndyfxdrqoKshdfBE2JhG1bfTaPQc+N6yAVXw5z5qwyl0e79IARhx4DiYpK6bnkohnI7VADkSTASsU5Z7evIffFmiW/QeQP8Txpw73+BrlsFlY0paCe2WbtOmnYuHsdJKuarGPK58l5oc1dvMisWNq2alvYeOjG0JRpIvs0X8JK8nAUGlLZwFIkjQYKqBQM9dkoXBqMeU01B0Tgl3dRoGkuXjWlBoEfxxHHEK9bmYowGlOyVjoeOH8sMhbjKfDbxw/vWyrRE4ToK/u9KqCOe5UIotWhxoQhEAJ/0HSPAJ5BNphmAzsh3SNg3ubabC16ZrfccguMGzcOjjnmGPJvDMpefvllePDBB+GCCy5wrX/77beT4Ojcc88l/77qqqvgzTffhLvuuov8Fh9ODOguvvhi2Hfffck6jzzyCPTs2ROee+45OOSQQ8iyK664gvx96KGHpMeHwVevXr2gFEYDMQw6EaGT6Rf5sT+SSchl0xCJxKFb/37m8vrlf0Lj6lVQ3aEOajp3NpenmjOwelkTRBMR6NyjxlqO22logHjPnhCvqyPLGlINEG+IQ0WsAtbpuI610zXLAerjAIkOAJ37u46pYkUjrG5KQ/cOldClpviWFivWpCC+qglqK+LQt3O1e4XViwEaKwCquwHUWsF9cnUS1mTWQM+antAx2ZEsy9bXQzoWg2hlJSTXsc5pxZI1kE3noEOXCkgyzrhh5QpYs3IFVNbUQoeu3YTHmK1PkZ5q+JKP1xkdCgSWXroG8tk8xLtUQDQpfjSXVyYJ36iuR09IVlYxx9QMTfVpqKxJQE2nwr7wmWg2XpAV66xjoixLGpZAzeoaaF7VTO5FRJL1KmJjRjCWKz2qIkiR5PI5s3iEy/sTNJkWd1EIJk1pU3BnA1wPzd55La2sSjwNAj85IUkwVm6tOC/9YVm6gAZnLMdU7sl6U2Ljdpr6V6cpE97SlAK6B1H0yOVNEV9Lgd9NFfDPGQs2TalGp/ljyOVtMtIkZBOiqnTj/oi1c40xtBY7M0SnPv/8c/jXv/5lLkNhTUwrfvTRR9zf4HJE0lhD1AsDLTREA9Cx4Dao1dXVEdQNf0uDMV0bP348HHfccTBo0CA48cQTSdAoC5qam5vJh9qqVRaS4kxN0kCsa9euUApLxGKQgxxEIjETEURLJ5OQicUgmYjblkchA03xHOHV2JbH45CNRiGRSEDcWJ6JZiCaihJNJHZdyCUBmiIAySgAu9ywZDIHkUwE4omk/Xc+LZ6JQCSeg3gywd9eUwwgjceTsB1PtDkK0UgUKioqoLKisDzb3EzuPzzfCmbdZDwLmXwWKiqroAKbQRuWWZMgwVtFUn4umaYI5OIRiFYmIV4pD8ZiFeg0shBPVEC0Uuw0ktiyKZcj+2aPNdsUIZ+k8/riizGfJ+tGDSeSzCYhlo9B12RX816M4XplJg83F9lKxy5tIdY34ldTBusInLy/SAX/nGjwl88XuihEGQV6bjUlp1G4vNG0RLi3FC2tZFpxKp24iE6TaT6qwsrzyHpTmgUV2GhcMCbedcb4vE2Wl4jHbY6tRK8RJxZ2dFqvmjJwqoCH3qJidFohnu03TbmmbWuMtShnbNmyZSQoQdSKNfw3BlQ8w+Wy9elfL9sU2ZVXXglPPfUUQd7+9re/wcknnwx33nmn9DeYPsXgj37693ejQ2hp4wZERKzcRh94pw6ZudxZyMcJPrGFibER1zeF5fwZG3WGirZv2karDqPCANnYkeN7eu7meTDbEq7r2IVofZcZJ6sFfBrXR3D5LDPHynEhzWFxDSI9aGZJYVm8wiCB0xl+mXsbShsUo0kEQ3VEX1lUxTmR0k5xaaYpIzgJocGUkRbjGctv8iJPIpK28CbcGyyBH9GflFRnzKNgKOUc2QJqPt+ITRHKxpBNUar4RjQYy+vy/jSbvZtjyElTSrXiOBa0VpwyTakYQ96ESLsQyitvs6rtBmNt98yKNOSaUdt8882hoaEBbrzxRjjttNOEv0GUj0XuEBkTBWRoQacmtUzhyF0RFj1Gdn2R04/QlyU/2qLvwVxAGlU0qBPHYoIVzMUR7XVF21aOId2uBukUN5XXiFbNfYquI2cIyapsMCY6bmVFbGn4KlxZBPY4OJV4OhWxsko8iqwohXub9BwB6S1ZFYdcfbrgPDrptLTKQKKCQwDPcbooBCDcS69zOpsn2lK0IMOvsRIn8r6GCWV/WJ2A2r5pY9tYYCVRb/ciFho10O9cU1YzGMvoBWMGB07U7B3HEDm4hS8q9JCxgNOUVHrIq+grX6/RKRFUnOhrTrMadm22FkPGunXrRtIiv//+u205/lvE08LlsvXpXy/b1DVMdc6fP9+WhnQapr06duxo+7Q2Ezly+oi4/bsYVXEHdPIgwULfggrGFMiYuR81MiYKrswtuGI0vWDMlFbQcXomMqa4PoLrKLz8nC9s586abjudgDljakcgQMYiKgK/uBJPZ1ZO9I2Mc41WylNcuiR+VvHfnebipSk9EPgLJyRJU1rnEERAzW5Drt4u0KhypCl5zd6FnDFaSRlPSJ/DnBFMRzTGj65Df6OspnSMH4u88caQ7aIgbvaeaBkCv1A8W6D1l5XpNYqQsag/nbHGto+MtVgwlkwmYeTIkfDWW2+Zy3A2iP/GKkee4XJ2fTRMI9L1sXoSgy52HUSnPvnkE+E2de2rr76Czp07k4BrrTYVMibIcPFQFZ10GB8Z83bIKH2ChRneQScjYHAGWDTw4gUkjnVHbD0c7v3P/7kDOt00JQ+FExk9EUWwKg5qBfvgBWOiMdRNkQTFV9EmD3PU2yP2ii0ZgZ+HjNE0l0wWgUVIIkZKV2bUWVA0jWd4zF70/kwytLOFWSTmOU3J6kgFEowZ90EiFuGjbF6qYYVNpvkBtW6jd1MslOF8isxcB3l/kgkH3WeOSTua6KhBUueJL7PSD+y5e+ovSntTBvYMeudtCseQIy+j05sypqsTpzGGa6u1qM4YpvTuv/9+IkPx448/wkknnUTSgbS68sgjj7QR/E8//XR47bXX4Oabb4affvoJLr/8cvjss8/glFNOMR+EM844A66++mp44YUX4NtvvyXb6NOnD5HAoDZv3jwSXOFf5K3hf+Onvr6efP/iiy/CAw88AN999x3MmjULJkyYANdeey2ceuqpsLabGBmTO/I8DxlzOPKjx50E+/0T07SCYEyEqBWJjAkDnXwe3vv4c9j7oCPIPYDrYbGHedzszxTBlWuxbprSRMbU52POqp2Ckc71IAI33X4HbD1mW/4xihBLjomDMVGKpFRl9apZeVw7xcXXN3JfAx0CPw2qSDsrzjacRgniyjRXXNWWjMM3EqQp3W3JxMgKVvcljYAsiN6G6mCaCvEmlCkuu7RFTFswVFZJSX5Px1BB3ifrMJ0gcs0ZDQI/T56EozXGSVOSoNwIqLnBGI4rr6VVwBWx0gKMoHv8+k1TNumjm2urtWiYefDBB8PSpUuJSCsS7DfbbDMSbFECPgZLWOFGDYVaUVsMpSsuvPBCGDJkCHGuVGMM7bzzziMB3fHHH0+qxLbddluyTba6DPeHASDLCUP773//C9tvvz2pHEQx2jPPPJMEDuutt54pw7G2mxBVMWM0UeqRXVURVInSlMZQBkfgVyFjeWhY0wSbbrwR/HPciXDAAQco05RidAl8IWNe05RYZcxWbXIPRbRPUV2FLNXsGRkLmq/iv5pSmOKKeQzGNJAxFJvUMTpzlyFj5j4bxQruLKrinzMm7oSBpPsgAmpTYywIVMUWUKs5YybnT0X+NsZQB1XBCREGbYim4e9itao0pXucMeDIOIV7OW3l6PkjIMDvL2qMIVNta38Gy1XRLG9Jxg3GEh6rKRPBoZtrq7W4Aj+iWnPnziVcLEwnIjeL2jvvvOPSAkOxVhSFxfURudpjjz1cjgorITG4Q6XxadOmwdChQ23r4DbRmTo/GIihoZbZl19+CatXryZoGaJmJ5xwgi0wXHtNVDVp/ScPBWNd/NRnp8L+2+0Pm/fbnEhzoJQIar89/NgkeP71dyDSazgZBxw/tPPPP5+MQf/unWGPMZvBTdddaVXvGYZo5JZbbkmCZuQT7r///sIzQNQSNeD+9+7bSmRs9x3HwNWXXWTbnpmmZFNcZnAl3K1t3+++9x75N94fhx9+ONTU1BCtrltvvZXcR4jQ0mOQHSOmYFEvDxHczr27wsnnn0aiVXrNsOIWpVWwoIRes8effBJuvvMu+Pa778zuEHhP4x5WrlwBp515MnTv3p1wFnfccUf4ZsZP9nOUBeVl56tIKvGIWFNGu8m0mSJJaHLGNPgqdEauwxezIWOG8xCZpzSlcc1t6ubSRtMVZZMnUcsieOiggEULRuGCzhhSVFEma0G2S4MxDWSMHWtZQC1HxsS8P3CkFrkBtaq/aOA6Y5pdMKL6OmNOsr+6HVJCeoz0eQqRsdBKbugUg5ILQGtM58hLLBLJwZqU9aDjA4zfZWMZczlWQQljEEfqa9GiRfCPw/8BZ112Fuy8587QK94L/ve//5FgYt6vc2DVH4tg4m1XA/TYALp06UJ+06FDBxIs1HbuBu98/Dlcdf4ZsE7PrgTFREOhXwyWLrroIiLSi+iQs80VNeywgJ833ngDug8aTkRklQR+s8oT1MiYME0Zse17SP9+0LymAS648CL44IMPSFocEV1EXbEjBKK8BBWj72MJMnbTTTeR311ywUWQ+bOJHAu9ZphexXQ7orK4DK/Z3/bbD7795ht494MP4e3//pdsA6VUIBeB48YfRQK4V199lSy79957YY+jjoKvX3oJenlBxjKqZu9BI2OSVjrkuNxkZxeqwtWo4qdH8HnT4avQGblXZEyVpqQBhDgY44m+2sVkffeIDTIY00ZVBNWUrINnU3g6fQ3NvpTBprjIWK9MSUn8dJ85TksrKvRqT1MaAZ6A92cj8LPXRFKEEZy0ReFeq2JStP77w3rt8estTRnVDKjXRguDsVZiGIhteOnrJdp6ARlx23fkf3+4clfbrAh9thmTODhmGIxlMhkSiPXp3weGdxtOeoSiYS/Q5mQSenXviqWt5vYwrYy2qjEN23foAQt/nU003Ggwhr1CUZCXdkZA23TTTV1Hi2jRo48+Cu+++y4MHz4cZi+tV6Ypbedgnp9+NSXdxAX/ugAef/wxc99/LlxAULHHJ08mqfOddtrJbKGFARS7TWNnQkP06uyzz4ZcKguZJWuIzhi9ZhQ9O+ecc0hvVLxmVdXVUFNdDfF4zFYl/Nab78CXX38BP387B3oN6GIGelOnTIGpb7wBJ22yKYc7CP7SlAGQhzPZHOnxSbYra6XDHhdTxaXX11CQ4mJQJlkw5hUZM1EVCd/I5swdBHAUUmaP2+XY8LiNf/tupxNgqpk2jFcjYxqoisdgjAZCQae4rFRz1h8yFud1UfCQasYMDC7HZVxkrES9KYNAN5U6Yz7TlE1tP03Zds8sNE8mRsbsThuDpB132pGkKcfsMAb+ttffSOoYK00ty7t6kGK/0Fm//AKrV9dDNpuBOkb2A9PAKj4eFm0gFxALNjBtZ9cZ8yZtYZ2aHBmjQds9D9wFjU1rbPvG9ef+9htJHY4aNcr8DaJRw4YNc/HFZET/LbbYwn6Y+bx5zX755RcS9GEATKVSRNv67rtvoKGhHtbbcB3bKTc2NsKc336zjYsYGVO3QwouxcVoVCX1gzEl+ZujwC8qqSebdvBbinECFEFTE/j5zjzGQ1WY88FzpOcXi3JQFfJF+booKHXiPIi+qoIxJ7qJzwTZhirF5REZowG1DBljOWPO1lcy4V5nRaw0oCbBmFtKiU5ccCKDE5o4JwXvK9XsoaLZhm5G3Oimq5rSeNZppam1XFP0tTkk8IdWJsOXGSJUQdnSufPM3pQ9Bg4wl6cam2D5ogUQTyaha7/+/BcpCUKMh8YhgYDacK+//jpMfm0yfPjOh6QvKKI4yPfjEcWxDRVyqhD12m6HnWBFNgFvvjgVHrnvLuvcq6z+iiIbO3YsSWciokb7llo6Yx6RMW6a0vhrC9AKf7bacht46503bPt2y3pwjMYaCpI/8s3IasaJfPzpx+Y1w3ZfGOAhKoYBqW17jkOob2iAnj16wQvPvAqdeljdHVJz50EHbAkVBIE/wEouNhhgJRfcKZqIjcSsbDLtRTBUkzOmU4mnyzeSBWOyakpROx3Pacogx9DkjAWR4mLOQ0PawmuaMsiA2twn8o1zOVv1J38M+WlKMe8vAZDW0IrL5KC22GBMxttEM3mbHsYw4bGaMiaZEGEglzGeYw15mbXV2u6ZrWWGM6tqSXNor1aViEIuGoVIJGrbbjwXg6ZElDRsFe3Pzunma1SN2GoE+dx+7e0waOAgmDp1KiQrkqQyiEQJRq7zww8/hAEDBhA+GFZezVyyGhbOn2fb3yabbEK04aikCc8QfcJiDyyuiMfjJG1nVVOKkDEzGnKcH4+sz0HGjL+bbzoSzjr3DNhjj92ZfedhQP/+pPL2008/hXWM5uIrV66En3/+Gbbbbjsr9an7rjT2/dFn081rRg2LXMzViMB1ArKOsvfNN9scliz9nQTMWAFMrTkahdyaNXwFfmGaUq7+HQRfxUyPxPE+lWhUaVRxEfPQZJo6clRuZ3tDiojD2o68Qg8ZixoBI9tfUckZQ+MouHtNU9J0VDDImKHe7hFV4VXEmuRvfG8xxVLYKaCoNGUJCfzk+DJpiNqCMfcY8npT+k01O7XiaosMUNTyMikPwZjBsXSglcVUU+aYcdCdFK2NFgZj7cykrXTMvjn2Rez6iIBhhep6W60HXbt1hW/f+pbIk2ywwQbQ1LgGXn/1ZZgx61fomugLdZ06E/kRlChBZGeTzUbA409NhWmvvmTbx2WXXUY4V4MHDybcMUw/IIEfOWKsobQJLt9990JQtOvB/7Qfo9PyeahvWAOzFnwLkCigb7Nnz4ZsXRbqOtfBsC7DmFU5KU3mWowZY9/3EX/bH2pra+Efhx9OKkmxWAGbbeO5YNUtXmdPshbMrtcbONi8ZlhhioggBrvsoPTv1w/mzi3o5fXr14+Q+/EabjFiFBz5z0Ph5ltvItWYCxcuhOcffxz23m472LpfP/00pdM5ONKJQXDGlDNyr7IIPAK/UZ0nJA4rHXlpOGOiRtOmtAWH/K2PjGmmKTPBSVsoHbmD38cNqD2Sv3VEe8nvPRZh6CBj9mDM3tKK20VBwBnj6owpxpBqxQUlT0K3US0k8HvhjHkk8Ot0wWg2xi8ZU/YWXZutLWg1hObBZC2JrLiLJZ7bgzfkLWH15MmHngx7br0nXHbpZSR9hkHKuOOOg2GD14Ut9jgCuvfoSaoM99lnH6LXhqjWVluOhK8/+wSOP+Nc235RCmLKlCmkIhGrEJHQPn36dO7xo24cBieYGn3sP/cqG4V/9vUPsPmo0aaWHBLlD9zxQLjr33cJqinZX4v3ff+DE8myG264nnR32GuvvYjEx5gxY0hgSnTtdFX6zUuN6bgI7L3LHnDGaaeTa4bXA9FFtlcqrrfnrrvCTjvsADvssAORsZg8eTJZPmniFNhmqzEEZcRgDIPbeQsWQM+uXbkBuGfOWAnSlOIm4Rn9SjwBZ0zchkWdHilGZ8wvZ4zLN8L7goOsSFNcWtWU5UhTKsaQWS4mfxsBtUNaiPaFZNtLBRlQS6spWS07UarZSK2xaUrzejgD6rzXVHNwRRi0EMBzqtk4Zl5FbJDVlDnzGWy7qBhaiIy1N5P1h8SvXPpj9nQWBhooovv9su/Jv4d2Hmq+ULv36AFvTMbWQdgodONCRRAjR4Fk0x8WrSLLrr+0wL2ihoKsVJTVab/++qvt35gCRFL7dwtWEt6YDBnbfvQWkE81AiQKor+Y2vvpz5+EBH77MoDPPvjWtpzue+ncOeRFgsHp448/bv4EiwyQ64Wiw2Y3JslsznluhZPJw/XXXQ833nyT7SuqXYbHUlGRhIf/cz906tnb/D7dnIXa2g5w7ZU3wn0PTjCXp+bOhezq1fx2SC6dsXKmuAJsw+JZMFSPb+TVkVu9DVVpShVnzO5kkZOE50fTQHJHruL9BZ+m9K0zFvHfZFonTYn3dymEe0nbo1icVMOKAmp7NaWxTUdj8WLQzVVNmUCFe6s8ir5ykTF6fo60taqQJqZT0dyGU5RoYTDWzsxEgwTIGFma5+Yp7etiGg7Jq/aVrf/kbZ8JdDCDp9FdRmhUqFeFjBk7ZpbwBG0FOmOSak267y+/+hp+mT2bcNqQL4aCw2j77rsvk6bUPy/kl5HuNrI2BaJUs3mYzuXu41dXU2bKUInnvS+lHoGf00on6lffyHDkmrwcSjDGNKWzyo41ul8xZ8zxvMXjkG9uNlN5tmpKITKm6C8awBia6u3KMfTCN9JMU1LRV1kwhvcY5Zx50RnTRDdlwZiXllZ+hXuD6BGLupPsNrVTzbxG4ZwimqDSlNE2LGuB1rbPLjSPyFghHON2M+L0siyEYs6UphHScTbC+sPC/v1HY/jrhQt+g/133EZIyfrhv1Ngnb6ow8UPxt5//32SXjXPDz9MKmTF8pX0ZN37Z5A01PLCrhDJZBJGjhxJ0rjYReCdV6bBXgftJzxN2gvVZjJOn7kKHUPHcvPY1Nu0gnLHuvSFq5RFKEOa0kMlXuELXpqSPyOnOmPaYpMekTHyCKRyQsKxqJ2OLBhzNZpWEvjlRRjB9KYsLsVVDN+IBrIydJM6crzdI6JjdBhFYGRpSnrvpJt5wr2S3pSOLgp+hXurSvAcehZ99dGb0l+aMlPYZpimDK0tmbMFkG3mzkNWBMGb0JmbRQB8ZIwiasX2p8zl8tC9Z2946rX3YGivDm50LJ+HPhUrbOfAHi8eB+p7IQEeLbVwIeTq6yHeowfEO3Xin5tj+2gjNt8cPv/8c+4qIzcdCdNfex9itUmIdbCjO0IzIkuzEJRrgoCaD2K6jtm2rtN0U1yBzMhVTkAhGBrxwhnj6xvRqsbAdMYw0MExzOULaS5hMMYn8MdM0VfHDcBBVoom8KfLMIYedMbEfKPiU1wYFOuSv3VEX8l6iiIMW0Vsgt+bUsz70xXuLUeaUr+qWRVQx0RjmNBAxsI0ZWhtyiTBGBdZkaXESLcfVzTGX98wfB/ic0k1wvwa/hyrGgcMHAxD+9VxVsgBLPrafkwMMobBJOqbUQmIFEpFrF4Nib59IW4I2KaNl5Q7zrNSpDJyflVlJamMjHWqIAGZjpFYlp6gZB16NrblwibnYmQMr4ftd4pqStORG9cmEEeudAJq8reKMybUNwq6lQ5yiSpjkFuTIVV8MWU7HY/IGMM5UpO/yxGM5fyNIaeLgjV+MU9pSqkjN2Ut9F2dyfvT7C/qHEOUDWKPm2yT3mcOzhhNNWcJN8G2cQV3M1ZGAr+cLsAVfWXkZZCuQSkbwjRlXBZQe+P8ra0WVlO2M7NLa4k4R8wiQTAm5BwJOGbO7XHTpB5MKfjKqwiV7JcbXJmrigMumbK+pZbhIR1LT0iDMyZCxtzL3eub4+eRwG/JIpQzPaImf9uQMW6TaX6KSxaMESeS8s5XsThHap0q7EbhJRhjuXxqZIyf4qI6VYE48pTPMeRU4lnSJLoE/tKkuKLGudCxD0K41+xN6UxT+hzD8qKbXkRfjePhoNN+05T5dkLgD4Ox9mYCMrvdQXPWz+sGVWpkDK3oNCXlxoujMfZgmaWcqknyRV7CC+Mv537JO0gv1DgBH8y+iorAL5In4WzDaUpUJfj0SGUQVVx4vtx2SHJpC1as02nEGdMh9OAIqNPw09uQHidtH2MaR8GdBqNO8V9VQG1qxZWjHVIgfQ1z8hSXBqriKZim45fKSieNKt6frZrSQNFcBH5jDCnaa23cuF4ZdzukIOkCKKiLemV+0E35GFrrsteB9u30kqbMedSJW1stDMbamVHeljYDXFRN6RMZiwaMjMlkLdijlbZCYtbnBinORTwle8kxeBEqNNX6fSBjor1Y58pPU/rTqJI7qlKmKbm9KT02mbZm5JIUV4olf0c9O3PaT0+uwJ/WRMYS4jSl12rKeHDopnaKy1FsEYRgqFaastlbAYYt8EYahgQ9tFLN6RJUU1K6gPw5pBMav8YG5F4CapwA0HeHPdXsHkMpMqaRpsx7LKJZWy0MxtqjiWIxrjdXpClFGyk5MkbTlIIQhFXU56QphcgYj+zv2rTewftKU+pUU8qKJ5z7LvzAvdDchChNKXcCOH4pJ8ncpyMXK3+nPRCHvQVjOjpjOVb528MYmshYcy4Q0Vd7NaU7GEvn0y2X4lKmKTP6BH4jhedqMl1EmpJVb9c1EnjT50PCGxOlmimCl2OCXbN3ped2SPJqyuZMMM+gsD8sewzMpIhF8lRFGLZgzIfETM4H729ttDAYa4cmbYmk48iliJBxSwnKAenvgiDwe9UY00HGeL0pXdtgAjqpk/ahM6ZVTelo3m4uth+knrSFM7hkpS04Y8TOnovlHNEigCqf+kZc8jf5IqGuxNOQtkBpCj/98CIanCOq/O9F9JVYINWUwfcX9Z2m5PWmFDSZFqMqEkdOx9BLMIbPNR1DnWBMJ6BmG4tnixfupcFvscgY285KSPngjCF7z6lEX1mtP+f7Uqs3ZbNVEduWLQzG2qUJ0lzcFJ08rehOU1rf8IwGT16QsXXXXRduu+02nwR+Z9BFl+ogY3nouW4dvPzqi+p1ucdAV/OCjDmP3x9nzPED1/rCyktz9oslr+4XfSIWgZhx0YtFVswUl1dpC4m+kT4ypo+qUEK3rlFHnpM4SmU1pfMBodIIPEfusx0Si4qUDt2UV8Ry+UaO9kbigDqjTlPSAoyK4MfQU0sr5hh58iRu3p9eReyagNKUwmAa3xn0/mImP8JgjMMZExXRkO+06AK5wjbDYCy0tmZWcKCoLLQ5fv422HWPPvpo2O/IU+hGFGnKYjljesjYdXf+hzTbxkba2Mj74AMPhjmz5rgCJF5KURRzCYsAbNtjhG+9xGIaeVzc7ennnQ9HjjvesVyUpqRImmBd9hsWweDwVfB31QE5gjUBtmExESNENRjh3mJ0xqgj9uoErDSld0fOazLtnTOmqzNWPGeMjqFX0Vd+b0p/oq9SR+4jTUn2xZD41bw/dTWliWyicYowvKYpafBbbECt5m0y+2fGikXyaLNzpdYfJw1KA+poCSZFa5uFwVh7NIU0gj3w8krgh1ZF4H/3o89h/Pjx8PHHH8Obb74J6XQajj/oeFjTsMb5A+P49Qn8cvI++3v9aCxNycCyyyPbHvc7NQ/NNNZpipx5QCkS5azcg2Cossm0n5J6Goz5RMbyvpAxjiwC48xZ0VC/1ZTUkRcbTAci+srKk/hUb5dVxFoBtTdXZxVh6ATUGqKvzDnxkDFhNaUoTRkQ789MU6qQTfaYHM+g7T2Y5VU0C+RlsAggl9OraoYQGQutDZoY7eKtDC5H/vTTT8Puo3eHkf1HwsA+A2HnnXeGc889Fx5++GF4/tW3INJ3BESqu8A777xD1j///PNh6NChUF1dDduOGA533XgNNKfsL58XX3yRIFiVlZWkldD+++8vPP4HHngABvfrCZ+8/64SGXvtiXsJYjd8+HDYdNNNYcL9E2DR/EXw/dffO1Z3c8nynGWXXXYZrLPuQPjhp5/IBVu0aBHsueeeREB24MCBMGnSpEJa9VYmrSqNnSIwYcIE2GeffaCmpgauvf46wmc6/syTyPZwu8OGDYPbb7/d/M2VV14FTz07FV57c5rJW6PXeuHC+TBu/FHQtVsX6NKlC+mROfe3ebZzdJ0neyOw/CwFeTiwWbnPFBeXMyZsMu1D2sKn8jd1/FqOXKgzlhPojOnwjXRb6bROWQQ3Z0ykwF/KgDqqRjcFvD8q+koLD4gpgjGvY0iDpzUpccVuoBXNjmCM9wzatOJsWn8iZNO6tjEdhNoYk7Zqbbs8YW0ydJRpJ1pThKXXQARf9DjzTDU4vmuESDoF+eYGgFgOIFHN9JWUK/Bj8HHooYfCBVdeAGN3HQs1uRr4evrXcOSRR8K8efNg1R+LYeJNFwN07Atd+hXU7TFF+NBDD0GfPn3g3Y8+g7NPHw89unaCqy+9iHz/8ssvk+DroosugkceeQRSqRS88sor3NO64YYbyOeJqS9C3yEbSzhjhjNzBGsrVxX6TXbq3MmxvjyliIHZaaedBi+99BK89eab0KWqgqyK571s2TISDCUSCTjrrLNgyZIlVqTLIa067fLLL4d///vfhBcXzUchl8tB3959YcqUKdC1a1f48MMP4fjjj4fevXvD3//+dzj77LPh6y8+h9X19TDpyafINjDwQtTv4H/sDyNHbAn/ffsdqKyqgKuvvhr2OuQQ+OSpp6DKkX7mVmViig8dBDpLVYokMPJwADpjpmCo1xRXPHAnoEXgV2lUZfJ8nbEA0pRVjCOXNTMPRhYhONFXGuRYy2mKS8038prishq+F4NuMsgYXmNcP5OxhFGLGENKFaAdEEqHTtPjiuCJKfvDWl0UNIIxZiISEzyHpNtJqn2kKcNgrLUYBmLX9glscz0k33VzLrhwIUCyht9mx4GiYTCWyWRg9713h7peddCntg+M2WIM+Q5RnOZkEnr16AZQ1wMgWXihXHzxxebmKjv3gm++/xFenPqMGYxdc801cMghh8AVV1xhrocoltMQYXv00Ufh3XffhS79BsHS1c0a0hYMfyiXgwvOuQA2H7U5rL/h+trSFoheHHHEEfDll1+S5uLdunSG5QsXwMxffoFp06bBp59+SvpcUtRuyJAh1iXUcHSHHXYYHHPMMYVdZnOQXtQAl551IST61pKXOCJkH330ETz11FMkGMPgFhHE5lQKevbsaTrTxx57DHL5HNx6/V3QpU8tJJIxmDhxInTq1Ane+/RT2HU3oym6St4CHSQJxuSco+KRMV1URdCGRaFvpNcOSU3+9sw3MoMxPxpVgmpKyhnzUk0pEAylwRiVJ6lwtB8KVhbBg+grJ8WlpRUnS1NSzphnAr8xDkUE1LxUMxk/NtVcZEBdbFsyT+g08y4TImNcAr8cnSbfxUX7xwICaBdpyjAYC81lfPJ33gySdtppJ9h19K4wevvRsPuuu8NRhx0FnY1+jjx+0pNPPgl33HEH/PLLLwTNwWAOAwpq2Kx73Lhx0mO6+eaboaGhAT777DMYNGgQLFjRaByeStrCWoLcsR+//xEmvjhRS2eMLrrw0vOhsqqS8M4whdq8poA0zpo9h/THHDFihPkb7HVJroWK08YYDeTYH0x46D54ZOokgjY2NjYStHCzzTZznROLbHz99dcw59fZMGh4X9t+m5qaYPZvvwl5fy5DR5BpLHmaUr8dUjzwJtM5LeJwzmea0gvfKACdMRffSN5f1CZPkioiGNOSRXBX4gmduZIz5hhDmmpuId6fmjPmHsN8c7NmFwW9VHPREyJjwuC3L6W7JRlH9NVIZYsmRJEI3j/8/bPPUER0jG3EwmCstRimChGhCsiWzJ1beHFH4tBz4ADbd38uWgDpxiao69ETKmtrC/sWcfUdaUqchSIRfuq0qfDmG2/C/ffcD9decS188skn9m0YG0FE5/DDDyeo16677grZeBU88tgkePT+u81dIKKmsrFjx5J0JqJDF1xwgVn6zxTOSZGxU045haQYX3jzBUh2S7oCEb6mWGHp9n/ZEZ6ZOgVef/11ci46TcJN01DfR66YaRGAp55/Gi64+mK46aabYPSY0SRwvfHGG81rbDt2Juitr6+HTTfeHP7vtvugY/cqSCSNWffKldAp5dYNU7ZEyqnSlEXyVVIBalT5JH+XhG+kUYnnPRjj6IxRR+5qMi1HVRKxKMSjEcjk8rAmnYE6EKODRaW4/HLGXI3CBUUYWlpx/lJcOhWxnoswzIA6OJ2x0nPG+NWwojQlbYRu3q+yYJpKk2iMH8QjEOFIY7QlC4Ox1mLoGJOMUy7WEtWQj6Yhgi9s53aTNZDPRCCfqLJ9Z1VIModF/wNz9wYKg59RW4+CYZsPg8svuxxGrj8Spk6dCslk0upDZjh+5DsNGDCA8MHQ/mxohkULEKWxbJNNNoG33nrLTNXxbNSoUSSg2m233QgaddAxJ5HlKgI//u+pp5xCjg95XV37dYVFDYs8IWN77LYn/O2g/Uk6EYPR/fbaiywfMngwQfkwfTly5EiybNasWbB8+XKhzJnK8Lg+/OwT2HqLreDkE0+CiJH+QVSRWYnw09BJsSlGROiemPwkdOvaHfoP6gVJo5dbZsUKSM+fz2mfJKiIVUkjBMUZ006RJDVkEfjkb5F6u5byt88UV7Qo0Vd+MEY5OEHwjeg1X92UKWoMlY6cPQafvD/SrJ3SL0VdFBzIKVfaogXQTbYno20MA2hpZRVhlJgz5mH8RJwxUTWlWURTgmB6bbS2XZ4Qmsd2OsZfSSNsRGeuvfZa+OaLb0hV4kvPvQRLly6FDTbYgFQRfvP9TzBj1q+w7I9lhFCO/ClMtT3xxBMkoLh/wt3w9msv2baJFYqTJ08mf3/88Uf49ttv4frrr3cd9+jRowmxH1G2/0y4W0v0dfz5VxAuFVY5IsK0ePFiWPb7MmhqbOKuz91cBEiBAfLVMGB89rmpZPHQIeuRSlIk10+fPp0EZfjfiPSZ2/FBjl5v0GD44psv4bXXX4Off/4ZLrnkEsJLszYZgXX69YMfZsyAGT/NIAUEeK0RtUMi/5HjDiPctjlz5pAA9Izzz4f5ixeLpS2ci6lzU6ZIgmnFInYEGX1URUj+FqQpNZpM+3UEOurtIo2qWCCcMXmKK6g0l1IWgT0Gn02m7X0NvVdTFl2EEahWHA2o0x6kLQTPYFA6Y8p2VmlumlkVjHkRXpYHY7nC9sJgLLS2aBYnP89fLtLIyuehY8eO8N5778GRBx4Je269J1x35XWEz7X77rsT3tewIYNgiz2OgO4DN4IPPviASDaceeaZBNVCztP0Tz6G408/17bf7bffnlQOvvDCC2SdHXfckQQ3PNt2221JuvLm666ESRPvUxL4J0ycBCtXriT7wGrE4YOGw/YbbQ8vPmup6tsQI57oqxFaHXjggUS+49hxx8PLr79OgiKs/kQS/XbbbUcCNrwGhGBfUVn4rY8nbNw/joX9dtsbDj38MNhqq63gjz/+gJNPPtm2zuGH/B0GDxwIW229NXTv3p1ca5QOeWnqG9CvTz84+NCDSIB87LHHQnNzM3TEdLQgTem1P2UQaUpvsgg6aUqDq+IgcxejUVVsmjLnh29kVAwS4XNG+JerM1YEMhZERaw3ZIxBMfN5M7WqahTOokvuarysfiVeRelEX7VbWsnkSbwS+BPBpim9ivYKgzGzvyiPwF8+dHpttDBN2R7Ni/CqIxhDB//aa6/BwvqFsLxpOXSv7g49qgu1mxgUvDF1MkDDEoDaHkTegpWjQFvdlIY5yxrguJMMpX7DDjjgAPLh2a+//mr7NwY+X89ZTF5EYgJ/4UWY/+MXgC6DzKVL1yyFJWuWQKdKRtpChATm8/D7ryuhqoMVDGA141677Qqrli4h6/bu1dsmwzF//nwibTF44CAtZIw3BihJcf8tE2Bit4cgaqQa0a677jrzv7t36wZPPjwRuvUfAHGjahWtZ4+ecOct90Bd9yqoqDacxapVkJo3T9js3WWajqCYWblNFsFnmlKnyXQwjiDqO00pko4Qp7jY7gE5k9hs6jZ5SVPichTV5BArg6iI1eKMcURfRa10TAI/R6NK3kVBMIYZphLPd0srdbN3d0WsKNVMA+oA0pS0mjKdI0G7sIAiKJ0xEVXAgZjRSlHbGJrCrvwCjFLwNtdGC4Oxdmii3oYiMVjTOG2SxCr+cgX+4tshGU5WUUzpTDwKG4VLzLUmIwb79ttvE+L8xhtvTGQ/zjvvPJKuHbvNWIDmvBaB371DxThI+4tyfioS+RVxxqiDLGFvQz1ZBJoiiev3ptRsMq2nUeUzTUmDt5wRECQinntTmsdOD89Mcem00mHOCZ1mtEJCAM+WUH0/a+n9cQRDRTpjPI0qNGfAoQqoWWTSdzskP5wx4352asVxW1opizDkVAG05kxOPAYKo9IYVaI0rlfOGIf3l8vwdeK8oNPRNi74itb2zzA0jskDKZtzFiA7QkdObyllMAZFGR47FgL07tYZamtr3Z9e68K8BYtcx8+q6j/++ONk3Q4dO0L3UaPIp0NdHVmGiv2KXuNk28jVuvDCC8n6mKZEdJAIwMbjMHnqk9Cpb1fu8eH6QjNj5bzv/qL8dkyawbd2JVfxfCN0KkJ0U+AIqAxAMZwxvWpKfw2K2RL8XHPGl0ZV4djZNKU7GIsZqBkGp7Z7hb1eipZIxajwU1kEPfX2BDcYs+uMudFNM5jmiCdTBXcRMmYGUvGo1fPVa0VsUfIkojRlAMK9zDUvJlXpt5oynU/74IyJnkEd9f0QGQutHSFjptlisUjBmdNqSmVvSnmQQN+JWCVVjOHPu/fsDR9P/wwqDQkHm9UvhT5d4u5gjGnyjXw25GThC6R59myyvGLIEPIdVisKhVsZDTGU68CP0zJ/NsJef90Dth47GmK19mACjWxfZKrxYdZxI2NiVE0U3Ak5Ywppi6IcuQpV8csZC1KB32eTaXT8kUQU8umcUPhV6MijgmCM48hZVAmRFfN62PqLKoowigioaRCgTDOjMcdqS1NyeX+sI+dX4uG9bEkj8J8liy/mHXOw0pTeizBkoq9BpSnxPkFEGVGxIBBqIWfMTDN7I/CDjTMm6E2po/WXaj8E/jAYa49mErediy3ysOObwtqcNKXb6UfKgoxhmhIlLtYbMoT/IlldA7B6sRD8xWASifb4yafT0GS8RKpQPd+wVX9QYVlRUCOebWN2pkNtB+jUvxvEatzBmMyQ9E/2IClWVKWUueimts6YZpoyIGRMaIJZOU3pUGSoqCbTJSqrR2SlEIxlPSnw45igo0UekA1ZkbRDos7R/Ddel0gMoSZlF4Vi0E21LAITYDBjyAbTtntQwhmTtdIRpbmKQVW8pSnTWtWUNIXuqYuCrCI2GSPBWHHopj95GWU1JTOGSnmZEvSHXRstTFO2QxMiYw7BVmt9utjt+b0iY7S6EH9XDG+MBnPKdkiCNKVNN9U8OFE+kr9taU8/L8KwfpAxRarZhW5ytudXZ8yq5ApiRh71RP5WyyI4gzGq/i1IkcTUlXh+KrlMZEXgzFlkzDmGPGRFJhjqq7dhANII6ko8Y98YGLJ9DTmcPyHfSKi+zzaZFoxhEcGYavzY/epXU4o5Y7604soSUMuRsUTEgUqm3VXNammL4FuSrY0WBmPt2NwioPQLx4ocZ65MUyqQMTS/wRhxlEoCf16fwK9AuoTImDQYo6v4D8bkWUoRD8w7gd9lmtIWLZ6m5HDGXAR+2qlBJBgqcuSooUbH0A+yohB+ZVNrVKJBHoxRnbE0N8XnVWvMEg0NgDMWMKpiI/CblXh8VEWapvTZzsqmS5bJCSkVqiIMUZqSxxlz64zJ0Wmb1lgp5Un8ImO2gFowIcqWTidubbS2f4aheUbG3JlHt9MWVlMq0pQRNpDzCYyx70aVAr+QM8YJxkSi/O4gzQsyBt5NUZHKriO+/voEftc2zGrKEkpbGC/ZakfwpDUrz8vaITkJ/IoUiQJVIduUoXc+CeDsftmUm60aj0FWeO2QooyInbudjkoaIR5cNaUSVfHqyHU0qqwgJSLoiRYEMka2IxA3jhm8TxEyRtNz5jY5FbE01e61pVVgwr0U3VT2h9XoLcoitxpjmNOqpsyRvyEyFlrbNBH5WxyNeUfGRGlK5MQYq7Cill6MRdQiXpExXopRhHSpgjSNWMxPmtKs/NLijAmQMV4g51lnTMAZC1AWQa7e7qWvIZ/AL+KrKAVDTfK+90o8+juyHwVnjByjCFlhpBEsR84EiZFI0dV4JdUZM9PMcc1gjNNkWiOYFk2KiuGM0TZk5LgE18hrNaXJGWPSlDSYKSZNWRx3U1UR61OBn8v781PRnG03nDFPBH5sVYNtbf73v//B3LlzYc2aNaSUf/PNNycVZX/729+gosKtaRNa6zKhLILIkXOQGnXgJo4kiHPLImesWI0xd7m7L2TMPDDnunS5c9OSbZQNGRMhk+J1oTVWU8pQJ4W0RQy5SNSoE3Ap8IukLWiakp/iyhU5IzfTlAJkjEUDtNJcHFSFOnN0jJ7TlEawGEQRhhhVEaS4DBTPNn7kiyzHkQsEQ41gWso3KoL8rVURa1xjXdFXU54kG1BLqwB4f0H2piTvIkmaUlSEodOSLBIiYwX74osvSA8+DLqw5x3KAZxxxhlw1VVXwRFHHEEGARtB9+nTh/QUxPYrobViE3GSIh4cvxmLiZAxsZnAj2aeEkVUb7vtNvPfZuPgIgj0WpyxPEDPdevghRef984Zo+/vUnHGFKKvvDSlUAbDaZpNiluqmpKPjGU9ib7qpin9tmExexsKUlx47b0QwHk6Y8UQwGmasrR8I5+yCEygKq7EM3qLarWz8pcAor/zj4yp05RBEPj9BmP4PlByN0XoNK8Igzkve0srRUWzZAxzDELd1k0LGUPE69xzz4Wnn34aOnVi2sg47KOPPoLbb7+d9CpEIczQWqeJq+u4i7kEcF6a8uijj4YVfyyF5+69WoqMRb2gOn7U98nGC/uf8MDDMOHBx8yWSuutvx4cf9bx8Pf9/q5EsVhNMuc3/OXqFKeW0d9IoMPxZ5wJf/75Bzz7zDOO30aKF+7VJH+vSYvb/WjPyLWaTAuQFaZCj0scxutHA3ePOmMmqiILFnUcuUKnCh2STqNpqx2SIxhrwTSlX/I3T7TXK2dMp8l0rtiAmpxXRoiM0X1TIrqr2bvRe9XcHj1WT9IWqcK7hPOMFUvgT2fzpEesXm9KPjLGoptskMlT4PfTkixfhLxMmwzGfv75Z7lIpWHbbLMN+aAqeWit39zpSFE1YcTwaXl9Ar+kl0+xWmNGgZUiCChsvF/fPvDvf/8bhgwZQo71jvvugFOPPBU2+XgTGD1itHEO5knxNuHesgIZ4yGIuobPTsxUxlVfIGFAa4vFrO2xwZMw1axqxUJRn3yhFYvwRV6MLIKGI7C10jH5Rm6xSRlfJSqStkgXiaok5MgYdUJpXrNwmbSFKBgTEvhLJ/pqBdSKVjoivhFTgOGVb2Rx/tRpSrYjQpC8PxUyhs+HbbJi9qbMcrsoiFtaZVzIVBDN3tlAXM3700GnmXNg4gWzmtLR9kxP2iLXbhqFa71pVIHYihUrPK0fWsuaGUg5q+uMv6oKSURIx4wcAyP7j4TNB25OUtiInD788MPw/EsvQ6TvCIj02IC0BUI7//zzYejQoVBdXQ2DBg2C266/igQdbJryxRdfhC233BIqKyuhW7dupLWQyCY++B/YdvgA+Pj9wva5Zmx77z12gz322IMEY3gM51xyDlTXVMPn0z9nV6YXhrcJ2+LLLrsM1t9kM/jhp59IMIP9KPfcc0+oqqqCgQMHwqRJk8jfOx64u/ADBfkbx2LChAmkG0BNTQ1cc801BDk44ZzxMHTL4WS7w4YNI4gztcsvvxwmP/UUvD7tLajt1Jlsg17rBQt+g3Hjj4J+6/aCLl26wL777mtvtM7rLypExuSCocXwxpTEYXb/AtFXbpNpUV9Dr2lKI4jyy1WhFZiqYIwcp7Aaj/mtIE1pVuMZaFNZdcYoZ0wl+ipIcdlEe4UEfiqLwE9TRmmVKcfotfeLqqgCavH4WcfKFilZ8iQekDGN59DvGNJnFyd/Ccf1VT6DvJZkLDKmoTNmPYOSNGWquIC6TSvwIycMOTwHH3ww+fff//53eOaZZ6BXr17wyiuvwKabblqK42zzRvL3mYLiexDWmG2CXDYNkUgc1qTX2L5ryjaR77OZCPmuKl5ltD2iB+PYGJO/xODj0EMPhSuvvRJG7jQSsk1ZmPPVHDjyyCNh3rx5sGrFcph4/bnkZdJl2DbkZ6hy/9BDDxFO4bfffgv/PPY4SFRWwyUX/ot8//LLL5PgC3mHjzzyCKRSKXIv8eyGG26A62+4ASY89ixsvdVWkitAIylrvpHNZuHFZ16ExjWNMGrrURxCvmRr+Tycdtpp8NJLL8HLU5+Fvj17kB/geS9btqzQjzKRgLPOOguWLFkCXgyDK0TvkBeHXQUwSO3buw9Muu8R6DWsP3z44Ydw/PHHQ+/evcnzds4558A3X34JK1Ysh/vvvRdqOnUmgRcGuPsdtA+M2HQLeO3laVDXtQauvvpq2H2vveCTyZMhqTtJispRlUQsSl7emOZARyAmLhSR4hIgK7l8jnxcKZK0GFXxpTNGZ+Q+ZC10UJXCMelzjizRVz5nzK1TpaiINQVDHUGAjzGs5rUj86FRBVLRV4EjFyCb9oDaL7opTzVTRMeJbLLVt3j8NC6x0E2mUbohmqoOxmoCTzXr9YeVUwW4nDEsrOIFYw4JEq12SM3FpZrbdDB2zz33kAbLaG+++Sb5vPrqq/DUU08RdOSNN94oxXG2ecNAbKtJsuCiCPtQ/vUnh30C1YlqMb+JSXNhMJbJZGCf/fYB6AwkkNt99O7ka0RxmhvXQK8e3QoPb7LwAF988cXmpjCQP3786fDcM1Pgon9dQJYhGnTIIYfAFVdcYa7HC+oRYXv00UfhxVenQW3vdW19/FzGwFoYAGL6vKmpiaBitz90O2ywwQbcdXnbwCAOC1W+/PJLUsBSFQVIrVkDP8+cCdOmTYNPP/0UtthiC7LuAw88QFA4uj0dPtVhhx0GxxxzjPnvXDoLl559Efl9sm8tQdqQj4nPGAZj2Ggcr/WaNQ3Qs0cPqO3SlfzuscceIyKZt15/F1R1SELHrlUwceJEwvN879NPYefRo/XkSTTJw+lsxre8RaOqryHOvKn2EuMIWASIOysXIWPMvYKBNY4p2bTAEeAYFBWMaaYptYMxGmQysgjFVONZFbES/ZRiizB8csZ4Y+gOpuXjR7Znoip+A2o9ZMzN+WNkMWwBNdWKy6rHj702ijEsNk0ppwqkAuuCIUbGBKK9SKswjjEaEvjdtnjxYujfvz/5b0QJ0DnssssuxMlilWVoa7OJqiwtfhgGSTvttBNsM3Ib2Gb7bWC7nbaDk488GTp37mz/DbORJ598Eu644w745ZdfoL6+ngRz1bUdzDTlV199BePGjZMeGRaFNDQ0wGeffQZ1PfrCghWNCgK/VSGJaT7cx8qVK+GBxx6Ai069CEZuMBJGbTaKe57mJoy/5553DlRUVsDHH39MUqh/LpxPlv88cxZBskaMGGH+Zr311rOuheb7gwZy1mFEYMJD98HDTz0Gvy2aD42NjQQt3GyzzTinaV3nr7/+GmbP/gUGDe9bGEnjdDAInf3bb47rolFNKZC2oEHUqqZM6RwB64CYFAmLAPHIw9ySepQpYM41j6RD4zoIHQFFVUpK4KdprrS6nQ5tMu1Q6xdzxlTVlOUg8OuL9rLnxpdFcKq3y5HNIMYwaqaas57SlBE2TamQJxGOH96vOIY4fiVKU1qVlDryMgl9Ar8Dgfct+prNm1Xp7UHawnMwho7mt99+IwHZa6+9RtIgztlmaN4NESZEqIKypfPmmWnKHusOsH2XamyE5YsXQryiArr26Uf2Tcx8VsTEfiwlRzR02rvT4NmXn4VH73sUbr/mdvjkE+exF7aBiM7hhx9OUC/Uoqurq4P7Jj4K9959u0ngR5RHZWPHjiXpTESHjh1/pjaBn6BLySQJktA6De4EX33xFdxz1z0w6oFRSmkLNAw+n3zqSXj99dfJuWhLiGlWGSJXjLUnnnoCLrj6Yrj+kmtg2923h44dO8KNN95ov8acTWOgu/lmI+Cum++FZFUCOnSpNL+rXbrUca5ieQwtjaMi2+k0Go6Szu5dxjogZlbOOi01gV8ui6DX19DfjDxaBDLGrabk8I2KEQ2tKjJNycoiVIqukQfyt1/RV71grEhkTFFNicUEGODTTgAEhcXDzetzxmj6ne2qoArGiq2mpF0w5FSBDLcIg8fb5PUWJev6lZdJM9IuPsewTQdjBxxwAEmrYCrmjz/+gN13L6SoMIVDHV5o3g0DC0wVBmVVsUrIAXIB4q7txjMATbFKiEeTtu/U0haWpMPoMaOhz0Z94PTzT4edN9sZpk6dSoIek3RsrIt8pwEDBhA+GLUF8+cVVjFeVJtssgm89dZbtlSd00aNGgWnnHIK7LbbbtCYycPfjj5JGxmzLcYG5bkcNKea1dIWxuK99toH9t1vX3LfYzD6123HkOVYEIAoH977I0eOJMtmzZoFy5cvt102r/bBhx/C1ltsBSceNQ4SfWoJBwVRRdbwWiNqwAZSiNA9+cST0K1rd+jWsyvUdbeC3EbU/qPVlKoD0ElTFtlOR+kI2OCCceZsmtJGAJcQ+GV9DYWcMUOWwH+aUp/Ar8cZo5V49gCZIhNuAr9K9NVKU2LAIE35cwyraOmt51cw1CX66oEzppWmLDbVrEA3WVQVgYg4w4nC64nHbtOKo8fK8P7YexjH0IYAaqaai0bGiklTRtRdMOh73l0Rq0hTpo3ziiLa2PaDMc9neOuttxKnuOGGGxKEBPkraMglOvnkk0txjKEFbSJZCgGB35JAyBN05tprr4UvP/8SFs1fBK+/+DosXbqUcLAwVf3Nd9/CjFm/wrI//iSEcgzakdiPnRswoMB05WsvvUg2R9OUWKE4efJk8he7PCDHCwtFnDZ69GhC7L/5+mvhsQcmyEVfjZP41yVXwHvvvUcqCnG7N11xE3z6wadwyKGHaEhVWBcCCwyQr4YB4/Mvv0SWrb/+MFJJiuT66dOnk6AM/xuRvkJBhL9oDK/ZF998CW+8Mw1+njEDLrnkEsJLY22d/uvADzNmwMyZM0kBAV5rRO26du0KR447DD78+H2YM2cOKSzAwoP5v//u2o+6mlKGjEUDcQRK9XZ02IzDok4AEQQWRaByASYvh6lGdDkBNhgTpEgsAn+Roq8KnTHn8bDHy3XkDN8oCJ0xGlh5NRYRrQxa9JUbjDnH0EhTSgj8uaIrYvU4Y+zxaAXUDO+PDWbERRilEV/2xhlTV1PyJkRoFB30KvqaLzLN3GaDsUsvvRQ+//xzUjGG1VxYao+K/NTOPPNMOO6440p1nKEFaGxwxV3u/oG5PqbMMLg5YJ8DYM+t94TbrrmN8LkQIUXe17ChQ2GLPY6A7hvvAB988AGRbMB7AwN45DwhUnbmeQXiPkXwt99+e5gyZQq88MILZJ0dd9yRBDc823bbbeGRJ56Fu268BibeN0F8kkbF3ZKlS0nFI/LGMN34zZffwL1P3Qs77rwj5zwF0hbGvw888EAi3zH+9DPh5ddfJ+tj9WfPnj1hu+22IwEbXoMOtR2gsqLSXyskADjxxBNhv933hiPGHwNbj96GINDOic7RRx0JgwcOhO3/ugtpSYbXGqVD3njtLejXpx/845jDSIB87LHHEs5YXW0H+0nJxltRTWlHVko0KxeRv2l6JOKf/M1qjIlS3UWnuDwhYwJHntPXGUvn077lSfykKun4YVUtVtf6GkMN0VcroPYjGFrailhWVsOFbhpIo4ozxqbavfL+iuaMqaRJAhBednI3fcnLJNo+KuYpTTl//nzicDE9svfeexP9InSa+O/Q2hYyJhSDzeeJg0euYFOmCX5Z8Qt5oQ7rMox8jUHBG6+9CvD7d4X1e29mylHgh9qy+mbY94hxNp0xTH/jh2c2nSxMWY4eAx/PmA+9OlqcKJcZ2/4PBmxJi5P18/KfIY1cOl47JI5j/v3XldClj/V7LFjZYetRkE0XtoFyE6wMBz4nS5YugcHrDtJCxniirdjf9f5b74H7b85DvGe1yT+67rrrzHV6dO8OTz48Eao6dIC6Hr3M5Sgxc+ct90CyMg6delop6KYffywQpHkEfqHoq6yasrg0pboSj4+qUPTApVFlpDxo26BiWiGR7dEqrqKDsaznNGWE58hF7ZCUyBg/oEZtqYp4lKBifpy5J0ceSJNpR5pSUQ1LtlfiithoNEZ4YsgX47e0yvI5Y5zelPKK2ExJkDH67NbIZCNy8ueQ25LMFYyJxlAu+porshp2bTPts3zwwQdJJSWmk1A36vTTTyeVZdgqCdGBP//8s7RHGlrZGoW7VeQFTpuX4rIFIPnSKPCbsZMOgd9+i9Pzsv1WpDNmHp+ATBaJwNtvv00QPUwJIuqHEh3rDhgAY7ca45szRrdtPwbn1/yAWoxuilX9hWlKp3MIkjzssyeeSBaB32Ra7gS0UBW/KS6FLAI5Li8E/oRAZ8xnmrLYMdTjGynSlCIFfo00pSn6qqMz5jfVrNAZY/lOODmz/ZY3hjQdx4qjYo9SgzvndQypvptfZIwGY3Ri5WUMzedQgzNGrwGrv0a2EaYpbeYp5ETRNqxqQ5RjxowZhD+Echb33nsvEfTEVM1NN90ECxYs8LLZ0MptgkbUwtiBwy0SVuJxG3AX1yjcaXS2uXD+PMJZ5H4GbwXzFiwSnhUeP+rl4bqd1lkHuo8aBV023ND8/fDhw5nAzf5bszQgEiFcLezDiutjmhLRwbdefpOk8yc9/YTw+HB9mVnxsjAa43+vgW6y14BrWshYMJwxv+RvkSwC22RaKIugVYlXLKpCU1zeFfi5jjzuUWeMBquSMawuIs2l11tUnqZ0optmkMIdQ48pLrx2NAjwOYZUub+4iticO6D2rBUnqqYs8hk00tNSZMyLcC+VJnEEVxaBny9toe6CEYX2YJ6rKVnDlBV+zjvvPKI6ji1tECVAQ15ZaK3ThI6e1WLi9abVaaXjARnzGYuZQVyfvn2JfhjXlvwIfXp252iHWTtFPhtOJjLLl0Nm6VKIdugAyd69yXeoHyY0JkhDuQ78sJZZ1Qy5VSnYe/e9YPROY7mbULYME3VDoF+LAmqFcC+7ut92SMWmSGyyCD5b6QhlETTSlJYTSJQcVQGsOszlXagAu39+isvOGRPqjBlBqbgdkpj3R4sn/Iyhhap4d+TcFBeTQo/Y+hrK05TialjrnPwKhprVlBroppPAb6aa2TE0uyhkNStidbso+AvGGlLFB9TcNGVCj8CvQqjzdELk6GnZVq2oYIy1Hj16ELIwfkJr7WahWvbG0YK1ZaiKK1goAzJm/Azb+wjlVKrrjYOLCNOUmG7HTwarEauqIFbXCZL9+5nrLZ232ljXvmkLdRJcMePrDnUdoXNdd1/nKEsrsvsWNQp3L/aCjMm5Kqy0hS++UTprHoZwVq5Qb3ejKu5qSpXOmF6asjiNKrKtTI6b7jSRsayI/M2iKnydMb+irzatMR9jSAMAoU6cLcUVV/c1ZAIUXppS1JtS1A7Jpg3m05nrpSk9yJPEvBZh6KUpU5kcZHN5wgP0NYY+0pRc0VcOb9PeDsmbVly+yGrYNh+MYSqGx9XBZdjkGcvyUY8JNZhCa50m5FrZQC0mkOEFBmYsZg/oCusaioeCQIGu6z8YMx5u0buHfC8m5RcOn0fgdy/iboPHO7MfoGt7nk0Ri1m7FqUj3Yvz2qKv+o7cTzDGzuQrRU2CVaiKKE2po96uUv4OIk3JBADEmXMcSlThyGl6p7A9rwR+NbpptkTyhYxl5H0pbeRvQSUeqzOmbDLNlydROvJEVKslmR/RV3IOojE0Xk72dkh0DNPBpCkZVBLTxjUV8RKkKQVFGJLelM40pd9Cmnw7q6b0fJaooI6k5S+++ILc5PhBfSVchgKYqCeFIp5Yah9aKzVbOpJTXacKRmSoim19BYHfZ1s8KxgTRmOcY6HfULI+51yFgZtj65LqS3b3fp2AbduKaMxN4KeHoMEZi6ikLWTkb4Ov4seRG81/MRgQio2KiMMiWQRJNWXMVzVlkWlKbMFkIiveehvSa0KVy0Xkbxuq4rFReLHSCHrImBzdtHdQYM6LG1A7xlBRTWkG00XwjXQqYmkBgQvdNLXi3EUY3rXi+GOI1bDU/KQqi0lT8ntT0gmRIxgTib5S4V4FuhkJgzG+Yek8Il+zZ8+GZ555hnxQzBMbKQ8ePJiIdh511FGkqXNordN4lYTMl7xfuNa1BTOuoCtSYgI/3Y4oGLJFko6veKgVJ7jioIC237s37f5tALEY7c3m/l5O4HcPiY9qSqnOWNx/MGYQmLUcuaYsgqXerk5TWqhKQi0YmiidM7cI/HydMRZVMQMUpBYwKb2iqimL4BzRgFqKxnhKcWUVyJhzDOW9Kc1gWoS8ekDGZEUYFF2lHDZreUTM+wuopRUG7cW0JWv0lGpWV8SaEyLHc0UDanc1pWIMM1Repn2kKT2/af7zn//AGWecQSorzY1Eo3DqqafCfffdR5wECnx+952hNRVaqzYhssILOoQomiigEwRjUTtnzTcyJrx782oUkJOTdGVpzU3wgzQROqhC2oKQthBxxlQEfvsWFNWUskbhRaAqDSYyFveNqriRMVk1pRNV0dcZKw5ZUehUCQj80mpKhzM3yd8GYugrTelnDI0Ulx9UhUfgNxE/zLbwgjHHw65McRXJ+dPXihMVYXB4f4L+osWkmotp+K6VavbC3RRVUwo4Y5bOWIiMkevgdQAxFfnTTz+5luMyCh0jd6yoFE1oJTWaXi6Yhr4FJyUWBDLGMLu0DY9BmaYUIGM8aQ7b+rztCcn7kjRfAMgYfTJFwapQsNUM0vjLtSpiS1xNWdSMnMc3EszKswq+kdCRI5qRoZV9xSArxaUpeQr8xDgK7l5TXKwjX1PEGNbojKGgybRNvZ3D+ZMF1MoUV5GcP13OGFXhFxZhsGNIpS1E/UVdAbXGGBbxHBaTauZxxtRpSicypko158jfME0psH/84x+kYhJ7VL7//vvkg/+Ny7DtDNq7776r1FEKrZVrjfE4Y4LISSxvoQgknDC+wLDn5W233VZYn1ldHYzZ+0MqAykOZ67ngDp47rnn+PspC2dM/r372jsOghqDRlqrCvahkaYspkkxRVWkTkBA/uaiKp6rKfXI3yVPU1K+kQhVEQRjLLJSXJrSf0WshYz5T1PyHLlX8reawO8/mDa7L+QwNSxAN80xFKQpubw/PmfMa2/KYgNqrWCM3leOoJc/hm55Ga1UcwkD6jZdTYmBF/biQ+HX343mw/hv7D9IeWK77LIL7LbbbsEfbWiBGQYKzuq6whe8WMwdXFF0jTh3Y/HRRx8NK1asgOfuu9ZYXUzgp7/1qsLP8szEldx8pAubj1904UVwxPFHwMP3PMwP3pzbgBZCxjipYdaOGzcOlixeBI8+cL+Xn/GrKV3ImD7521dfQ9MJFJEecSJjnEouv9IWbPBUjMaROk1JkTEHZ8xIybEpLhYx0uOM6fD+iijC0ELG5BpVLIEfTEdu317W5xhaTcKLR8boGEY4PThjxvHS1LcsGOP1pix6DE26QKaIYMz7c8gVX6ZpSo+NwtXIWAzag3kOxvDmu+iii8hn1apVZBk2j2ZtnXXWCe4IQyuNmVkrXorRCrAcKzvWxICu8H/8jUvg/UhBINsriZ9NUSqDISYa+vTTT+H+++6HocOHaklbCBEplaxFkZwxVPRHQVhxGpJum+5LI80sIvyLDo+tpuSq/1rl8H4cuRYypkBVbI7cxhlTS1uYBH6NKi6eWKvnRtOiYIw6cpG0BYuq4Bjg+tmsTcFdiaro8P6KrIj168h5BH5RKx3XGKpEX82+hkU4chwH3G3O2F5lXCz66iDwY89K9vj9ccbUyFh1UciY4jnEZ9+H6KuzaILex85nSdVfNN/OFPg9nyX2pqSGQRgbiJ177rnBHVloJTUrRSUigIsJ/E8//TRsvPHGsHm/zWHM0DGw2y67kbF/+OGH4fnnn4dIzw0h0ncEvPPee2R9RExRd666uhoGDRoEl1xyiemAaHCF3Ru23HJLwjfEnqeoZ8cznGQ9O/kRGL3hAHjrrbe0kLH6+no4/PDDYcI9E6BjXUexjAe7TLDly6+4AjbdZgz88NMM8u9FixbBnnvuCVVVVTBw4ECYNGkSDN1yQ7jjgbu1kDE8jgkTJpBuADU1NXDNNdcQ7uW48SfA0NEbQ4e+nWHYsGFw++23W8dw+eXw6KOPwevT3oKeAweTbbzzzjvku99++w3GjT8K1tuoP3Tp0gX23XffQqN1iXCvkDOGy52q4IbR2TQtjw+eM5byJG1hahxp9KZUz8iDSY+YyJjgGlmir+oUF9kePV4GSaPIhD9HHvcv+mr8Rq4zxk9xeWsy7bMdUhDVsDjhS8grKi3en6Ai1pZqFsiTFDGGtJqVBsd+umAIizDY4/Eg+uocb1URhjhNmSN/wzSlwE466STo1KkT7L777rblmKZEjbEbb7wxyONrN0YqCxsbg9teUxPkEV2IxCG3Zg3n+2aS4882roF4RYUL6eHqjOXzJPg49NBDSZp6kx02IejovK/nwbHHHAvz5s0j/55448UAmTXQZeCm5Geocv/QQw+R/qXffvstjBs3DpogCf844VQiU/Hyyy+T4AvRVmw6n0ql4JVXXuGe18033gi333QjPPDEVNhppx20kLHx48eTgGnHnXeES668RNwR3FY16dxkHk477TR46cUX4bnJk2Dw4EFkOfIkly1bRoIhRLTOOussWLJsqbE5PVQFg6t///vfhBeHbZhyuRz07dsXJk94GLr26gGf/vQFHH/88dC7d2/4+9//TlqN/fD997Bsye9w+43XQ/d1BpLAC1G1PffaAzbbeCQ8P+U16Nm/Dq6++mpCGfjs5ZeBvDZ5VaIuzhgzC0bHyXlZUmTMT5rSrKaUyiIoUJVoMWnK8qRHVO10xBpVHFkE49xI0QsTvNHrIK6mFCNj5hg2+0hxGb8pRmfMlmo2deJiAfGNgnHk+Pt8M6KRcnRTzBljqyn5aUpxEYY+d5OizbrWlM5ZXTBEATW7X2cRBq+qmfMMEipKziddIBVyxqSGzZXRGb/00kuw7bbbkmUoa/Hss8/Cf//731IcY7swDMRmjBhZkm0vl3y3AgCGffE5RKqrCwt43HummhKDMayoPeCAA6CpQxN5gew2ejeoilcRdKi5uRl69eoBkKrHfkXkdxdffLGNjI/BxMOPTSoEY/k8QYMOOeQQuOKKK8z1Nt20EMixhgjbI488Cv+Z8hJstNFGkrOygiucIKBAMaYpzdNxl0jaTt15AfB8UUcPxY3/+/bbUImOLxIhFcTTpk0j295iiy3Iuvfff7/VfULzHYK6fcccc4xt2eWXXAbZP5sgUhGDoSM3gI8++gieeuopEoxho3G81slkEnp06w49e/Uiv3nsscdIIHfr9XeRQKvHgI4wceJEMnl69+OPYUdyTb0gY4ZDTVS5jpkiIulsnrRjSXrgVpk6Ywn/1ZTiRuEe0pQCnbGg0iNUH0lE4Lcq8ZwpLj4yBpyWSH41quzoZhF8oyICajsyluFX4pnCvVF/oq/FBmP0vs4EEFALgjFxQK2BjFF00yNCzY65sL8ou19RFwW2IpZTTclO6tlgLJ/Dnq3G8xlyxvwFY4gw/N///R9Jq7z55ptEdwxTUxiIhS2Q1n6z5A5sC21B0k477UTSlKN3GA3bbL8NjDt8HFT1YB22PSX25JNPwh133EHEgTFliMFNTYcO5DsMxrDZN6JlMrv55puhoaEB/vv+RxDp2FOivm9x1X5buBhOP/10cp9i+rM50yxY342MsS8RRH0rKirg448/hrraWvhjwW/kDGfMmEGQrBEjRpjrYq/MznWdXNuTGQ3kWJtw7wR4cOJE+G3hfGhsaiRo4WabbcY5dKsd1ddffw2zZs2CQcP72nbf1NQEs+fOLQRjOr0p2VmwYFbOIiKIjiXj9pe1Ft9ISzBUDxnjpilz8p54SmSsyAbFSgV+w5E7OWMxETJGnTmHM+YvxVVCvpFGFwW7An+WLxgqajKtrTNWJLqpqIgVir5yAmpz/JzN3otpaWWMYYNHdJNSBSoTUXUXDPZYHKlm2xia8jLuCREaux8aTJNNqyZFiRAZk87ksWpuzJgx0L17dyJlIWzYHJqWRaqqCEIVlC2dNw9y2TREInHose4A1/d/LpgP6VQzdOrZm+zbZbyqwXyeFHBgcPPhhx/C5Ocnw+MPPA53XXcXTP9kOnMyFryGiA7ytRD12nXXXUk7LZLOvulmMxhDlEdlY8eOJenMZ59+Gv72z/GSSkrr2D//+kdYsmSJLVjCl8DnH30Okx6YRFA8Wg1lP267/fWvfyVcyddffx0OOuAA6bp2RBG0DLlirOH1OffC8+H6i6+BrbfaGrqs24Ok/z/55BPpsWKgO3LESLjjxnvIv7v0qTXHri6dLpC/OcfnQsaQ24EOAp2DIBhLxKIEDUNUDHljnQxgteT6RgIFfpMArqPerhB9NdMjxTpyU2fMmyO3RF/tQZx5bgwKI+Yb6aS4DGTMT5rSk1acRkAtSFNSzhW9JtbqerIIpjyFT6MBuShNqRZ95ciT4LPIGB1DPy2taopExujvlV0wHO8bbprSfAbdvE2yGWYM2a4TFCF2WihtwTHkwfAMAzF0dIiUUbvllluCO7p2ZIQsSlOFQWwPhXezMRKMRTnbxX2R/nlVdoFeKZjDVBJiIN5jwx5w/NnHw+4jd4epU6eStBmZ8TDBGwZtAwYMIHwwanPnzjXjFPQ32MsUyfjOVB1ro0aNIp0ddt1tN6hP5eDUM/j3pLFj8r87/WUbwlGj1pRpgqOPORoGDxkM11x6jRWI8URfmfgEUeC9996bTELQkf91zGhyDZBYjygfpi9HjiykmGfNnAnLV2Ly179hX9fRW28DJx41jjiDRK8agiqyhteaOmuKjOGziChkt67doUOHjtC9fwcz5ZVauBCyf/7JTVNyqxXQEZBgTJYiiZFgzCvniKIqNX5QFeoEnGlK6gxZR6AoqddpMl2M6UpbuAVD3ZV4ZHucNFdRyJhPR+5ZFkHUZNrWSodfiWemmv1W4gXAGWO3J0w1i4R7uY3CA6ym9ImM0fHz00EBn0E6gbMR+CUtycjymAgZU8iThGlKy9DZ8AzRMCRs0+9D1f21x6x4SaSnxV2ZoDMYOKGW3JqKNfDZ9M9g2dJlsMEGG5B0GKJHM2bOga41Eair6glDhgwhxH5Ee7BaEtEtDNyoITJ22WWXkdQn9jZF7hgGOEjgd/Y3HT16NEx6+jk45IB9oba6Aq648DyQHXyH2g6w0UArdd6YboSq6iro1KWTnXPG69foWIYFBo8++igRPb7zxhtgv/32hfXXXx923nlnQq7Hikgk8J991tlQVVkFkUjU9/OA1wwLGd54Zxrh2D1597OEl4bVmtRw+auvvAKzZs+GaG1H6NylC0EgEUE7ctxhcP5ZF8LwzFD47bd5hM955pFHQq/KSr00pU3eQo6sLF+T9lxRaTmCeDDK36QE3+3MRW1Y1BpVQVVTqlAVgQK/oJrS4hy5Cfz0upQjxYXXu5iAmoeMmalXTcHQcoi+2sZQwRljg4vC8iinN2XwacoanwG11UHBezUsy22zPYcc3iZbTco+hzR4xfdk1Ek5MCyUtuAY8sF0Pm+//bbnA7j77ruJY0FOz1ZbbQXTpzPpLo5NmTKFOEFcH3lLzqo7fFFceumlpPIM01/oLGfOnGlbBwnj6NhRagHJzTzDAAL5cbhOjx49iHQDBgltxlSNpgXropTJe++9B3vssQf8dcu/wp3X3QnXXH8Nqa5F3heiRVvsvC9033gn+ODjTwiqhJwrRLWQ84RIGUpbsMHY9ttvT8b1hRdeIOvsuOOOwvtg1Naj4a6HnoCbrr0S7rzzTk+ir3Q2FxE2D5cHTwceeCDcf++9cOo558LLr75GlmHQhKLH2223HQnYjv3nsdChtpbcn37thBNOgP332x+OGH8MjN1rR/jjjz/g5JNPtq2D13rwwIGw2/5/IwR+RNPwXkXKQL8+/eCfJx4Bw4dvSDpjYJBsStAI2iG5gnIdR+CzGk/PkXtoFM42mbbxVfgpLm2dsaD4Riryt6ASj3VkZHtmMJYORDC0hnHkXnrENmdyplizH2SFS+Dn8I20eH+xlkU3KbruRDd5qWarHZIAGXMF1MmSVVPSALyY8RNWxLLPIE0zYxaGeb9aTcLF+8+HacryGaZUMAV6zz33kEAMS/uRV4TEaAyAnIaOHCs5r7vuOthrr72IptN+++1HquUo0oGSC0gWR80rRBLQ8eM2f/jhB9NBIhn6oIMOgm222YYUIDgNZzkYiPXq1YvsEysIUcIAkY9rrzXU5ddyE6WouMsZCQREwF57rRCIzF4xGxozjbBOx3XMtPUbb7wBsHwuQOOfAB36mGOCH9YOOeZEWLK6yXypY3UmfnhGdLKY4G3k1mNg5vyl0KeTgGvGVdQvBB0PPf8QJB0vF9d5Mqf/56J66NzL4nQdeMABsPOYbSBRWdg3Bv3shGDe7LlE2mLwwIL0hcp4ThCLBSb+50G475o7yTEl+9aS5XjfU8Pn48mHJ5L/7j5goImy4D175y0FzljXfrVmFVp68WLILFsmPA6hI5CIhvrVGqPSFlXFoCocwdDCFzoE/jKluBR8I4szpu5raNcZC5bAn8nlSYBFuyqojEXS5GlKPmeMm2oWNJkWB9TUmat4f8WOYUQeUCu04uw6Y9b4UWoBO4b0upRDZ4xqjBXTl1JchMFr9O4cv2xZ+sOuTaZ1p5544okwf/587QAL5S90DPllOMNHrtCGG25IgjKc3T/44IPc9VH4EjWTEKXCoOCqq64iPJm77rqLfI83OAZ0KKWAYpfIRULkYuHChbb+gkgmR7QGkTWeYUCBwRtKBSBSg6gP7gtRPAzk2oSJyNu85YI+iCay4kLXePoYdqP6fzq9KVmjq8urKQXImEg9n7dccFgmumasimgwInpz5swhgfthRxwGA/oPgLHbFGRffBsjtKtuFs4ptnCdg1j0le8I4vo6VR5n5dQRUEfCNS/K30x1oc0RCCvxFI486DRlRlFNqSn6SiUD2OAzEVFIW+ByQ0LAaWwg5SXNRdetiEchJqukMfuLxj00mXZwAXN+pS2CSlMqkDFhS6uIrZ2TK9BkW1opizBSgSNjepw/+YTI3eydpjXdwZi7AEMhL5MJpj/s2mRaZ4mIBzb+xtQUcmOQv7JgwQKSPsFSenRG5513HmmDhL0rRUEOaxjUfP755ySNaB5MNEr+jRV4PMPl7PpoiHrR9dEhLl682LYOVu8h6ibapmg/eA6YfmL3g/y477//Xvg7rM7DddjPWqfAT/+D5/857ZAKqwqCMUk7pJixjud2SCbaUUglo+aW69NzHagdMgbmLVjE3QY9bpw04PpdN9oIuo8aBXV9+5rbGLHFptLAjZ4jCq1eeOGF5PnANGW3bt3hzadehmQyYW6f98H1paYRGIqbhUekwZ21miwY86BT5XFWbqZIZI7SdOQ6aUomGLM5Akr+FjhyBwoTeJpShYyZOmN6nDGznY6WtAVz3QToJgZSKG3glTdm9qWUBdNeK2IVoq+uVjpKzlh5eH9q0VdWZ4xFkTy0tJJOiPxVxNL1q4ugCkSR7xWJcoSX3ZwxKtfi4m0Kn8Gs+d/FSsy0qTQlokLI+XnggQdI5SSiRqyhwjoGQPfdd592g3BULceXIhvwoOG/UUyTZxho8dbH5fR7uky0jo6J9sPug2eYRmKFS1u1maiWczkvSynglxnmRm6iamTMDMbAd29KVPRHjTKXNfwBUL8Y+vTqKeWMIZ8NA/XU3LmQa26GRO/eEDP0z7Ip+bnSbWCQjh/z+BozkPmjkVxfun2eYcpbauy7i+zTHWDhJSRHwwE3iVK7rQ+le7xtyJhQcFLGOfKJjOk4c4UsApc4TL5gl8ulLYScMWNWXrQT8M0Z4zQKV3HGRGlm6lTjFdxjqEnGoSmd8oiMaThyRONMArhGb0rqyAWir16LMAJPNXsVfY1y+osyGnjcilghZ0wHGfNH4PcjTSKqaAaapmTOM2vcw6K+lKoCDIgX1x+2TXLGMBihDcKXL19OUInGxkbSRxCr4MJKSoB//etfNhkQRMb69+/fMgejCHK4PSgL37gXC9rmsARw3iZEwVtQaUoUXOXq29V3AFiVBEgkBUR9axKBn2aIQK6pEZIDBpjBWOPqFKz+s0ndeNthbABEt+/HyPbNqEq4lmuf5mLXb9ypYxsy5gzGaLAjIw+bs3J9R4DHqtco3EOTabMSD6VcIuo0JXUEoll54Jwxlc6Yg/wt4oyZOmOcakpRmlI5hjH4o8FbmktLY4xFeTTQTWFvSmGqOVseWQRdZExUTclph6TP+/NQhOG1iEant6iHalh7NSXzbBYrvJxoH6iYbwJ/586dyacYwyAOIcrff//dthz/jSRknuFy2fr0Ly5DYjW7Dk+9XGS4HWc1H92v6Ngo8Ro/a4fxHTm/UTifAyZMU1JkTBaMGdvM+kxTOt7NdnMEXapqSuu8OOiTa9P8bSt/6McI9GUo7HO/Fo2LGzGzVuWPoT+dKu/IGFuJ56dROI9v5DnFpQrGAkLGLM5Y3ptgqKAdEq8aT8g3QkeJKSSkCuhII3gIqD3xjcixqJu9m9WUTmkLlVacAN2k7YtKjYwpRV/ZgJpJlwelFUflSTC4wn0J1fQD7C3KfQbJ+u4xLLa3aLQdBWMtdqYoWolCmahZRQ376uG/scqRZ7icXR8N1eDp+lg9icESuw6iU6iNJdqmaD8oForq7ex+UB4ACw3agqlTj+qFRRH4/XLGaJpQLsFP96IXjHECLKsgU4Psz91WANGY6jIKr7/9UGzHI6ieLa6a0juqwv7el+grL02pi6popkhKjowpOGNOaQtTZ0yHM+Y5zeVlDD04cvY4NORJnGlKmuZjn3fSfDpb5pZWXkVfeQr8+AxyWiLRgNpXNaXxDOGz3uRId5dK9NUcP6fwskT0VRRMK3uLJttHJWWLS1tgSu+oo44ivflQYR0rIbH/IFViRzmJvn37miX92GfwL3/5C+lTiNITKCT62WefEa4avdnPOOMMuPrqq4lwJpW2QG4RSmBQwxTrn3/+Sf4ib43yjjDlheRqFDTFoAsFPlGSAXliWKE5fvz4tQj5UpgqxchZV4SqcH7AXZ8bjIk5/lyj/okWAHgKiMzFzipLetg2opZg02IUzb4PCMAMjEtwGcUK+pw8pSJAxomQ12rKWh9l9dSRKyvxPDgCi2/kcA7CWXmmvMhYWoCMKXTGXMiYKRrqlhZwBdNkB0mATJMWAdwLuukNGYsUUDoeMsaOoVD0lTZ7Z9LPTCDDC6hJv9agkDFFb0pRRaww1RyPF+5XLc6YOk3JFsEgXUA6Jpw0pVTrTyH6KmpJZqumNCdEUX8dFOLtBxlr0WDs4IMPhqVLlxKRVgx4MJWIGlaULI/BElsJRRTYJ00igRFWsGHAhZIVrJo6VnViQIeq6Ng/c9tttyXbZEU4cX+oQ0Zt8803J39RuBYFSDF9+tJLL8FJJ51EUDLsHYhB45VXXgltxUSUMZnOmCi0ElfzaXDGfCJjOr0peTpj0jQlp1G4K6hSImMQWDRmEfSF0ZixS36qmSuJIUA3i2rFEjTfSMZX4aVIMoI0pYivYlZTKlJc8aBSXHLOWFa7mtKDzphXaQQPAbWnSjy8jxzPAq0a5MkisAE1IoP0drX3NWSkFXhjiNeNPr/xltGKiwkD6liBBsoiY0WkKfHexoAKCfyFgLrCY5rSu7yMmDNGx5BtHs7PZKh7i+YKv2tHacoWDcbQsEoTPzx75513XMtQrBU/IkPngkGTLHB66KGHyEdm2E/Rqe7fpkyV4uIRjrymKXWQMcqJ0gxe2GpKsfEjKTe3jX4hCtJ4W1ZAX7qcMh1T8tLU11m1Lj1nf9WUloJ7oKgKu18NR2ClKXU5Y1QWQYGMBYSqoHgl7x6nqE4+l7N9H1FyxhgCv1HI4EpxeRUN9RBQW9WwOtIkboFleZNpBlVh7lU2oGb5WVxkjNWoCoz35030VTSGvJZWamkLubYlFtJgMOYloC5FmhI8iL4q05SZ9heMtZ8zDU2L/G0aG4uZy3QJ/OoggU0zqgoqsV0WprAJVyRXOtFXu5xE4U9d92qbYLAo1encVGAEfttGHV/LqimZY2W3JbrUvnobmqiKB2RMB1Vh96sjbUGdgKCvoVMwlKYFlbPygFAV48Bd37NpUhZZocfrqjSmaUrPyJh4fGp8aMVRGYUqRsJAHEy71+Gnmt0BtY1vxfY1ZM6Hl2q2BU6Ggn7p+4umBdWUbmTM+IF6DDUqmv0W0lhacf67YLjSlPS+5KYp/UtbtBfzdKaIFB133HEkFejUAkO5C+wpGNpaYoJYjOv/bem7vDAYO/roowvcPI00JRvL6KYq82yqUXrnWhHR5ZdfTgIn/HSr7gYbdd8Idhi5g2B15jxFW1YdawkI/Lxd4rX+x3HHGSs4fsYLvBTopgtZ0WgUbqEqPpAxpWCogMDP4RvxeuLZ+uIJdcbKwxkTOXM2xcaiPTTwKKTp8v50xrymmj0E1I20t6jUkfODafZY7QF12i0YygQyrDNnKyl5kyKbRlWRz6FaZ0wu+oqop217xvpsmlKIbuoiYz7aktUb412jk6Z0ir4Kqil5FbHialiFTlym/XHGtM8UuVooYoncLlSoR54V2/YIFfWxSXFoa4spUBXbMl6ZIVuRCZ6RMfytqcKvqTXGrucFGUO1e+wv+t3s7+Cd796BqW9Mdf7Atr702DU5Y359ACr6mya8vs5dyo9Vucy3Ar93zpipMabSf/LQKNxS/namKXO+OGOB8VVwv3QIecgY21CZceY2fpStt6FbZ0yY4vJYjefFkTcUkeLK5VHaJOfmHJnVlG5H7iSAa6e4AnDkagV+geirsKWVuyJWWITBVjRL3qVmWzIPATUNxmor4/5FX6Nq0VfRM2gV0YScMWraZ3rjjTeSXpJIbP/f//5HCPAnnHACt9F2aK3fxBpV6gDg6aefJu2iBnYbCGOGjoGD9jqI9AvFe+L555+HSE1XiPQdAe988DFZ//zzz4ehQ4eSvqODBg0iFa4YdJh6Svk8vPjii7DllluSQgvUoMPWQk6jCNrUyY9Cl86dXTInppltmArbR3FYlDzp0bMHdOvZDbp06+JYX7+I4Jrrr4dNtxkD3xldKDDIw8reqqoqUr07ecoTMHSbjeD2/7tTexywxRhOdLBQ5JprriHBwrHHHgtDR24Adev1gA03G076slJDtA+v9auvvwG91xsK1R06mvzK3377Df55wj9gyMbrQO9+PUmPVmy0LpIyMQn8ojSlRNrCT5NirfSIrDclT9pC0ddQpMDvDN4C54whIitx5qI0JXu8LDqkkrZwTaw0qvGqfaW4dFAVuTQJe+xaaUoWSdeVtUgEUERDe1MK+4vSIgxBRaxQuNeD6CtZX0dixnsRBq2I9iX6yggvC6sphdIWimrKTPtDxrQJ/DNnzoS9997b/Pff//530rMSnQg6Vp7zDE3f8EWaMXriBWG4LZQriERykOY4y3Q6R9bB72zkYhmBH4OPhQvh0EMPJZIf2+66LcxfNh9++vwnOHXcqaT6FXXdJv7fbQAr50GX7gWBXFShx4IJlBhB/TZsDo/L9j3yJDP9ffCBB5DuDtjYHVFWXvEEPtcTJ9wOD024gzRzRzkUHXgK713cd6IiARuP3Bguu+oy6LtBX2ttXprS4dfwGp122mnwwvPPw3OTJ8HGRgUvyq9gay8MhrDF0ZmnngFLli31xBnD4Orf//434cVh4Ijj1q9fP5j84GPQuaoOpv/wBZx4+slEyBifu3POOQd+/PFH+GPpUrjl2quhQ9fu0HfAAPIcYmumEZttCc9PeRU6dauBG2+5nrQo+/L9922XRk3g13fkXpCx+iYNJyBxBGYlHusIFKKvrlm5qjdlgHwVdCbY65LnzPGZw4AMj4etqLTLOOTdvSk50hZ0DG3pWw8Efi+csdU6Y0jHT5DicnHGZIKh0QLNwNy0qi9lkMiYsr8olSfRFO7l6YypqinNllbulK8NGdN8DjFA1Oov6lH0lTeGdELk7i2alo4hmGMYBPm2jQVjKHiKKvQ4+6e2ww47EKRsr732gvnz55fqGNuFYWB03+mlSvPOlX57/O29IOFEKgScMQzGMpkMHHDAAVDVvQqqe1TDViO2IvpsiA5hs/Re2P2gYg02YCS/QSkSloyPwQRqxO1/VCEYu+Hf18Ehhxxi6+u56aaFRt2sXfSvC+DxRx+DR6a+IgnE2EgqSnpDYiA4bNgw+GHOD/Dva/4N+++6P/z4/Y9MqyJemtL6TzzfI444Ar788kt49YXnoUuHWhLGIG9y2rRp8OmnnxKtPLR7bv0/2HCrjT3lKQ877DBTW48aXovMn02QW5OG9TYaBp989Sk89dRTJBij17oimYQe3btDx+49iIjyY489RgK5O275P8g0Z6FjtyqYOHEidOrUCd55/33YnrSOElRTFiE42ZTOQTaXl+uGObkqqmBMUI3HVW8X6IyZ1ZReycNlTnPh8djSlFFBmpIGj6y0AxOUkmCMfaWbvL9UoMgYRVV8OXIm4LDLk3Aq8Qy+lVeduKDU99ltKIMxV5qST+CnyB+vmlIZjKmQMc2Amp08yQPqlCdkDHyIvpaat9kmgzF0fq+++ipsvfXWtuUowoopJgzIQlv7TRVDYJC00047kTTl9jtvDyPHjoSDDjwI+tT2cW/ECIqefPJJuOOOO+CXX36B+vp6EtxgcE95X99+8zWceMLx0v2i0G99QwM8/uLbMGS9wYqzsIKr3Xff3Vzac3BPGLDRANh1xK4ksMFUIEntcHlg1kv0zDPPJGK/H3/8McQzaWhqqCenOGPGDIJkjRgxwlx3vYGDoHNdJ/BiNJBj7e6774b/3P8f+O23edDY3ETQQmFLL+P4v/76a5g1axasM7gnOXp6Ok1NTTB7zpxCMCbgCLqDMQ1kjAng0Zl3qEwEw1XxWU2p39dQ7AjITJ4GcQHMyrUJ4Iwzt1cO5t3SFpw0Jb02FbEKX70N/ZC/O2jxjfiO3HnsZiWeQ2eMF0yrWiEFKRhqbkOYpqTVlFk9ZMwUU9ZsaUUFnKVj6C2gpuOHkycUX/abamZRWRbt4/H+hKKvIWfMezCGDunDDz/kfodCqRiQYYopNH8WT0bh+Nv/Etj2lv46F3K5NEQicegxcF3X9431q2DVkiVQUV1N9u0m9jubVhf6JKIIL7aGwnvhuZefg8cfeBzuvPZO+HT6p65t4PpY7HH44YcTpAdTaHV1dQQVw+CKvrAqq6qU5zN27Fh46eWX4fWXpsKws86VryyStoA8dKzrCIPWG0SCFukmmP/+61//CpMnT4bXX38d9tjJqMRUib56MOSKsYbXB9HDG666HrbaaAR07NkFbr3ndtLWy2bmZS7sFANdbDE24Y4HIN2UgZpOFVBZUwhmuuA1Xr5c3JsSnI5A7ciTsSjEoxHIGGkPnWDM5KrI+Eb4sqe8P1FZPTfF5eCwCERfrd6UCo2qYptMe0JWsvb0ZTRCHJnNmUtSXL77i5q8Py/ImP8UF0U28b6LMiXRqjQlazkjGIipdOICRja5WnEC0VcVZyzPa/bu5G3ivvD6ZZsVFbEekTGGLyatNhWg06o0JXgYQ6XWXzwMxlyGCBh+RIYpS/yE5s/woXClCoswDLByOSztjnK3m0nFyTqxhKP82xIV42/YeCGNGTMGho0YBv84/R8EaZo6dSpJlREiK1McgEEbCugiH4za3LmFtCl9PjccvhEh4ztTdU5k9shjj4cD99sHaior4NrLLvSlwL+mfg3MnTPXaiRvjzrZlU1DXiTyJTGdeOctt8Beu+xMnAmmPhHlw/QlBkFos2b/AstXrihK2eKDDz4g3SZOGncC5FanIFqbIKgia4VrnbMdLCJ0iEJ279YdKuLV0KFLJVR1KLxIsw0NkFq+nKMIF/HtyPE+wDTXqqaMtjTCaq0qLravIV/aQlWJJ02RmARwzvMWoGAosbiuTpXbmReCMeZ4TJ0xK0BmU0V+REMtvpEXzlhaneLKedOo4vWmFDeZVujElSAYKxx8HsBRFCAUfTWrKR3jHveqFacOxrwjY1lN3mZKiow5Ffhloq9uzpgC3czk2x0ypn2mSMzW+YS2dpgVLDiREu5iM2D7ZPp0uPbaa0lP0AW/LYBpL02DP5f9CRtssAHhg33zzTcwY8ZMWPbnckinUqRlFRL7Ee3BgALTlRi4odE05dkXXESQp8suu4wQ05Hkf/3117uOeeSobeCuh5+EO268jpDdxWYhY4gwoeQKVhRO/2g6nHb0aYS4jUUIsmDMmc3DApVHH30UTj3rTHjp1dfIhVp//fVh5513Jq23pk+fToKyk885Baoqq4rSN8Jrhtf3jbfehJ9nz4TLrr6C8NJYw2v9/Y8/wKzZs2Hpsj8IeR8RSKxEPeyog+Hj6R/CnF/nkMICLDyYv2Ah/8RUaUpJNaUfrTFPfCPdNCVN2+kq8Gc0kLGoOz1WEgV3U6cqw3fmNmkLtyPH+0xZjadViafnyBEdoinNYirx3IKhkr6Gog4KwgKM4Bw5G9Dx+lOKRV8trTguMpbhSFtIhXuDq6a0nkHdlmT2Z5AG/a5G4RzRV1FFM60+VXHGIETG3IYkYJmDoRCus8Q3tLW1HRJ//Y4dOsB7771HgiEMvnv36w0XXXMR4WYh9wmd/xajx5KU2X+f+Q/sc8A/SYobW14huR9lIFDaAisIKeF7mzHbwZQpU+Cqq64iVYXIJ9tuu+240hYjRm0DDz35DBx98AEkqDr11FOlyBgWlmDg9ccffxBJi81GbQav/PcVUgns1Q488EBYtWwpjD/jTKjp3AUOPfxwkppH7hkeL8pnXHX+ZfDDjB+holKdehUZSsZgYHfYP48gyNXBB/wdTj75ZMLZpIYVqdPeeAN22/9vpBcr7auKY3Pm6efAP088Auob6qFv376E41fXsQPAsmZhmtLdKFztBPyo8NNqyg46jlxXZ4yT4mKdOavAT7o4SJy5xTcKBqVWVeOJGk3zdKrMY3Lwk9ApYppZ3NJKAxnTTHE1ZwrFGtropmYrHasII6FfgCFEVShCE4Ajx30btC2K1nB1xrQ5Y2KtOCEypj2G3jhjyiIaz70p3Qg1Re9F8jJho3AfwRi+7NkX2h577AEPPPAAedmH1jotEa2AvEBjwdIT00PGqG0wbBhpvI62vGk5LKxfCB2ShapEDHBQcgLSTQBLf8Q3D1mOMhj4Ye2MM86AxSsbzSALqzPxwzNEtdAWGeuPGVMI9sRmOL5IhCBy1BbUL4AVTSugR3UPa1VhmrKwfM2qZjPVh7bv3nvDHn/dGTr1LKQ5Md3JynDM/nwGkbZYT1lkQHfjvtBYLIBVkA/ceS9kVzRDtCoO8a5VcN1115nr4LV+7ukpsGblCqjp3Bk6dOlGlmNAeO/d90NTQxpqO1dAdccCoTvX2AjNy5a59mWmKUWCkwr1b1MawSN5uEZLFiFudZR38lUi8r6GNgV+BllhFdFlfQ2D0KjS0akSco4YFX7TOMgYWYzXKeuz2buBqqSyOUhlcpBUOD8qa0F+K+PUiVJcnGrYwhdu3p+I80fTzEK+kYGMQRDImKEVR+RJOMiYmDMmqKbk9BcVEvg1e8TSMaTPVuDyMo6xEo4hp6pZyNs00emQM+aLM8YaohJYWYkinqG1PotGYtAhLqnqE4nki3oYckRDhb0pNdohsQ8onWmrLCt4sMUE/qiyN6Wt3YxGOyQrBVr48/bbb5PAEKtLUQD23DPOhgH9B3CRPf/opfRrGb3PvbIoTelDZwytxnQE3srq/aAqStFXR69EU/2bbaXD6nk5OS8lmJHTiky1TpUaWeHpjKEVk6akfCPKOUoKtKx45G/pc2iSuTVRFYnoq6sSjwqGloEzptKKM9OU2SKqKbX6i4oD6lqPEyLzGdTW+tNEN3nN3kW8PxOdDqspqbWfM21nFmWGlttP0ZMn51cPmj0Q3REdfxsOM9shaSrgO5uEIxcNNbdcn0FbQu2QMTBv3m/c7dAgEtt5dezcGbqPGkU+7Da2GWvITThP2xHQIVfrwgsvJC2XkFfWrUs3ePOplwnBHrfPPb7aWrK+0swhEl0feaqZa6JqSiGqIg/GqLwBJXUHMisX8I3Y42SJ67y+hmQ5xxGwVWw8ZCVwR+4XGeMgK1aaUjcYUyNj8VgUKg2Hx6JeamQzuHZWdkfOVuLJU1zOIK10Y6jRRQHT3wzvUllNmdGoptQcQ+sZLE+aUoSM8eRJxMLLOT2tuHj7CVG0kbHQ1jZjXgJEdMr+rYlqudrjiLYnDrCkyBiuL9ioV2SMBm30HYyq+l999ZV7xaUzcPoMfRwpdLPJuHEuWCW55eabQwrToJEIVA4ZYq67ZoUBuTsrMs1DLSxHuQ78FL7LQ3qBkT6NFLaPorM8Q7V+laniZWGLIx7xT9DnUpim1BAMZREuGmSpjJbf64lNcppM85w5Z0ZeaLINLkfAIhg8ZCXoGbkKGRNxxnjVeCaBn9EZ00PGFGNYkYCmdLNWmsvUifNZiUfvM1crHRpQ20RfBQUYSs5YwGMoCahZzhNWxEYNpDGqqqb0jIylA3wGixtDk8AvSlNyijDcvL9Q9DXQYKyYirHQSms2n5vnRWPysRODXV7SlPRIIoEgY1ljPYqMoeDqekRV3mE1a/BtB8CQgW3HbhwOKvDXDB4Mzdg2KhqDSmZbyxc3FNpIuQ6dImOcA3QEP7h9S+Xfj4mqKZxfC4owOHw457rFEvgpEV9nVt6cyRJuknY1pQNVsTlzJs3FTXGxVYisiCpbiejgo5WiisvUKsuo0pT26xzjIStU2sIRuNF0kVjaQj6GHSvjsKy+WQ8ZawomxeUUDLVkEdyoCr0W1nI53wgCTzXLkDHmePEckvJG4TwCfyIiq6ZkmoULjOr76SJjlk6cbjWlQNpC0JvSxhkTpJqtasrypJrbVDDmJFejqveJJ57oEqx89tlngzu60IIxaZZSnY70naak2xds0kLGQMvM6jhl2x2x6Gvh6NxEfd1eklZAx/mBLfiB4k1VTaHR1N1lgsBXSOBXSFtQR6CDqrCilMWmKVlnblZTspV4TBBj7/VoOQHeZLIUfCO5zhi/0TQNIPnSFunA0pQ2ZKU5HQznz2Ojd3uTaTf5242MZcrryGVpShvHjQ30BWlK2g5J0OzdZRpjSJ8lnOjghKdCUQlMgza/Lcm4Fc04maMTOp00pTEpEgr3ptsfZ0w7GEPldNawV19ordciTtkRwRquNCXzG/vySMHn+0LG+EZ9JEW8vCJjXkVfzcPjLXcGbqKYi3LGAom2iiXwC9KUER8EfmE7JD1HvkqDM0ZRlapETB5Qywj8PL4KJz1CZ+TuYExRiRew2KRaZ4wiYwIFd047JJe0hXEtxEUY8jH0wjkyHbmsg4LNkcf1+hpmvPQ1VPQWDTzVLB5DUgRidCdhhV9NOZV8ISAzgxEOumkGY3mfaUomqMLxqaiNlTRNKaMKiNKUngn8mVBnTGhYah/a2mQs+sP5VkRIEvGUOEgal5vk2rc40DIrjnIeCfwyR072J0DGeD0oZUgXb/P0P7jImPVdICl8FYFfkHrkx5oMiZ1p62I2CvdZTdnBA19Fuy+lYEaey+fIx03gl6cpbZwxVSWeIV9QLmTMIvDzq/HYoJKKaXKlLYoowqBOGTspqMx05EpkzGsrHYnoq0ijSsU3CjqgFvL+YoQvxnZRYDlSZAyN8TRTeBzOGL2/2TZROsgYTmywKhZFX/E57FbL9CctQTUlb0JkEyLWGkNdaYsItBdrP2Fne7a8d9RFtD4vFcdHxsSEfx5nTIc3ZhL4pc+nmyellaYUbcYZVEmO08lJK9q0CfygT+AvHKhr3WIduZdKPH0nwOeq6Ii+2hAlW+PtjB7fqNzImFY1pUBnTKRT5TXVHOgYehQM5WhUiSvxFHyjMnLGyHEY6XEW3bTLqbBFGO5qymL7i3qlCxRbTUm5ibYJETuZYIqTaAGDMNUsQjcz7S9N2X7OtD0bJ4Cw6EjOFJcgSONxxkRpStv6amRMBx1jAzZpmtKem7N/xTkWEQfMDNyEBH4ZMgaBmCjYcu1W2EUhr70PV5pSs5qyoyfOWHGOnCWo29JcCkfOjpXpyIVOIF8aR64g8FPEzlwua4fkWWdMN02pkWoOKsXl0qgSj6Gz0MLqa1hmaQvBGFKEzq5hxyBjtiIM2ig8w72X/WjFeaUL6D+HVPRVQ7hXgIzx5GVs0hY8rb98vtAHtJ0R+NvPmbYzU6bJhOR7aiLEiHEO0m2okTEMqmhgJUPGsA/jrbdavSjloq8SZIyXphSsSzczdNh6tj6YFh1NTOAPrMqYSVPyrrEw1Wwej21l13HKCfzenICOI1/tVaNKIIvgIvDzGhQbOW1hKx2OE2ipFBc5LkFvQ560BQikLdJ5f9WUtCJWC1XRJX8LRF+pIxdWU2r0NaR6XuXiG5n3kKDSiNcs3DbRZNFNU/SVqaZkroXfThie6ALaY6jfX9SGjDHBc85PF4UMy5NsPyFK+znT9mxSR+5UoacLXT9wr+tAxo4++mjYb7/9FBuyGw3GVBWVbCDlFRlbsGABKTjZYtAWMLL/SNh6xNakEbcvQr65Pu87226LN8l5Ym/PrcZsaxwSn8AvXMgZQ2FfQ2WKS9+RWzPyRNFpSpu0BacST6n8rariCmpGrouMiRTcuchYNmBkTF8agfKN6Lj7FX0V9TW0jaGKbxRvHQE1r9k7puXoI2cfw9KkKf3RBWLFVcQy6CYr+GpHogVjKOFu5plnpT0hY6HoazswJR2LFWYVcvLFaUp+vKVGxij5FJ89FWcs7+CZiVdkIqJIBJYvXw5jxoyBHXbYAR546gGo7VwLzYuboXPnzvb1NalhcmkLumv/0VgqlSLq/dxtR0SpZufK+nxAYZpSWzDUB/nbpxOgjgoJzjaSs4e+hlZPvPLIIqiRMRFnzF1NaVbiOThjpoJ7rgzopm41pZdKPFb0lWlpZaWynNWUmfJyxox0qK2YgtcSyVURG4VsJqccQ3wGMVWJEyK/Y6g7KcL3FxL9i5kUcceQU9FsD6gdqWYJdzNPgzEcdqWMUdux9hN2tmeTEPgLX3NWEHHG8nl4+umnSS/GTh06wZihY+CYA46Bc889Fx5++GF4/vnnC811e28M73yI6FMezj//fBg6dChUV1eTXqaXXHIJaSPEItovvfgibLnlllBZWQndunUjrYVsh0P5YlEgDeo7deoEb731lvhkjeO9/vrroX///qQaeJORm0C/Af1gp112gsGDB6s0LIzl9mN4/MmnYNjmI0lPSrTVq1fD4YcfTvT2+g7sD7fffxfsvP9upBG6jmEK9qqrroIjjzwSOnbsCMcffzxZjtds2PrDoNOQnjBszCa2a/bQQw/BFVdcAd98+y30Xm8odO3XnyxDW7FiBZx86omw4YhB0H9QT9hxxx3h66+/LgRdkrSyOBhTpbgK62GTadQ40nHkfivxTK6Kk29kpO3sjlwgi6BZiRdYikuJjPGrKU2dKo60hVNnjIqGusfQW4prdRmrKd3SFuK+hiIF/nJVU8p0xuRFGJwxNEVfvVbEprSeQ1VAvSaVNTuedKzyGVDzhJc5gq9+izDyTDDdnoTlQ2SslRg6yExzc2DbS6eaIW2kCHJNecjFsu79pZotFMF4b4lufroUm2EfeuihcMMNN8Ce++wJ3y/4Hr745As4/6TzSa/IVatWFWRQls2ALrVVJNhBFXoMFrB90bfffgvjxo0jy8477zyCdL331utwxrGHw0UXXQSPPPIIQYdeeeUV2/4p0v/g3bfDgxNuhzfeeANGjRql1Bh74YUXSLuigw46CN5+523o0asHnDL+FBh/4njHCTr5Ze5N4zlff9NN8MRDD8JOO+1Elp111lnwwQcfkP1069AFLrvsMvjym69g8y1HgK7ddNNNcOmll5LfUqPXrFu0Dr778Xs4+V+nQce6juSaHXzwwfDdd9/Bq6+8ApMffADiySQM3KDQ6xLPM5mogEkPPQ1du3eByU8/Qo71559/hipZmhJEjlwPVaFcFJnGEXXkfrkqZhWXToqr2Eq8sqW4RDpjUbEjF+iMlTfFFZxgqCpN6Vbgl1fiBa7Ab+w/n/UoT8Lj/ZkBtXsMm7PN/lta0YBagYxRgn88GiF6f4GJvpryMvxgTFxNKekPm2hfWFEYjLUSw0DsjqMObJF9j//PExCrrVVU6BUepkWLF0MmkyEdGfr06wPpujQM3XAoaX5dVVUFzc3N0KtXL4DocoBME0Z6cPHFF9uQoHPOOQeeeOKJQjAWjcADd94M+x94EEF7qG266aau47n12svglWefgnfffVfSaNuOdM2ePRsmTJhAgqbDxx8OX33xFZxz5jlQW1ULRx11lLa2ByJVjz76KEx9/HEYNnQI2T6iYogGTpo0iQQ82YYU3H/z/8G6Ww4DL4bo1dlnn21bRq9ZamE9rNtvHfhlyVnw5FNPkWuG1xmvN7aD6tG9O8STFWTZ+++/D9OnT4e5s+dDqj4Pyao4CfSee+45gmYeue22wspLqSOX9BfF8atOxsiMGx11V4nGEXUEtAIzKPV2XppS2RNPxTcqFzJmVuLxHbmtEk8kbSESDdVOcelXxNKATT2GfNFXHt/IXk3pTjW7xjCjWYQRkEaVeS8wxHJ+SysBMqaopgxCK06XwE/HD9eXok44ToamnzAYs3HGjDSzA60kyvwy3h+vmjLd/gRf0cJgLDRhGx9WHJQ640032ogEHpim3GWXXWDjMRvDX/f+K+S78oM3DI6efPJJuOOOO+CXX36B+vp6EsxhSg4Nyfgzvv8Ojjn2OOkh3nXHbVBf3wAvTvufJBAjT7/tRLCqbosttoBrr70WZvw5A4ZsNASWzF4C99xzDwnGhBww5nRuvvlmaGhogOmffAK1DIKIgR6mDk2ELg9Q17EOhg62Go7rGB6f08xrNnMW1Dc0QCZrXTPOSZP/xXQkXt9+A3pbXagiAI2NjeTaw9ix+jpjZsCDEuJZl1NlDV/sGIypkJVVjYYjr0oEK4vAqab0zRkrUaNwUW9KyjfSSnEZelb6BH49ZAx7U+pyxlY1pj2muPSQMVohqqMzZlbiKdOUCuQnoIDakrbQSDVzqinZtK3fakpddNMaP81nkByDhrQFTVM6OWNCuoCRauagm/l22JcSLQzGWonFKyrgtIefDmx7y39bBDXRAtoV65iEWAc3YrFk7i/EacUqrO/Ec6XCN7FoFN5880348MMP4bXXX4PHH3gc7rj2Dpj+yXTH+oUH6aOPPyGcKkS9MF2IbbUQFcMAp7C9CFRUVtoRAI5ttc0YePP1V+GVF56F7bbYSLyiI7jq3bs3bLjhhoWvjKBl/fXXh+enPu84PafOmGVjx46Fl19+GZ6aMgX+efBBkn3zt6UyZ3/Xjz76yLxmO47cDjrW1MIz016AW26/1XHMxm6Nc8ZADM/39VfehPrlTRCviEFdt2ryHXLsYOlS+gMNAn/Snq6QBGPoCH4HdaNpCxnzp28kVG9nKrlc5G9Xg2JN9fbAkbG8tzSlWU3pFgwFgzvokrYQNgrX7U2ZsU/AHJbJ5kzyt19005MCv6DJtEwrDo+/ZKKvGX3RVxG6yaumDKIiVlfvzzM67TVNyfA2ZdIWllacJE0ZD4Ox0FrA8AWYqKwMbHuJZAUkYoXtRZNJiFe6g7FEspK87CNCCQQmOmM0r/BYsUJx6222hoPGHwS7bL4LTJ06lVQBmrNDYzsffvwJDBgwgPDBqM2dO9f8b0TGhmwwHN579x04Y/wJwvPZbMQWsN/h/4TxRx4E3TpWk1Qn32gwVniQ8ThnzJhhHHrhu1kzZ5FjoudTOFxxOSUiX6eccgrstttu0Lx6FZw87jiyPhYjJBIJ+PTTT2GdddYhv1m5aiXM/GUm/GWHv4Bfw0CXXrP04gbycpo7z7pmaIVrnbMd64gRI2Dx4sUkfTlw3cGQqIhB515WoNe0bJl3zhj5MgWQMBlnEmkEObKy0uusXJCmdHPGxAr8ovSIcwZfsgbFKlRFIPpKU3NaCvxKR66Xpkxn89CcyUGlAFFig221tIW8Ek/E+7MhYyJHLiPw42/oKyDgNKUX0Vf2uLnVlI51qdaY704YmuimhU5rjh85EcEYskUYnGdQ5znkEvgzIWcstLZqItCJqx1m/1nEse4nn30O7375xf+39yVgUlRX26d7VhiWYViGTTbZRJBFFkHEJBLFFYxxJUaJEZOYRY3EXdR8iQajnxG3+BmjfjGi5HP7VXAB9wVFRQQUN5BF9mFmmLW3+p9zu2/1rap7b1X19DIzfd7naYauvl1ddW9V3XPPec97WIiyR88e8Morr0DVvirmbQo1h+DFF19kxk93qIGupQDDDh7CiP3oDcNsSfQwoeHGgYveX1x6Bcw/azYsXDgczjrrLBbGRAI/8rQ4UPpi3MQp8OjSp2Duj+cwg0OasWgj8F966aUwbdo0Fqac8MMJsPajtfCPB/4B999/v7W9QneNA/eBJP2TTjoJCgsL4Lo//omR7DHUiZmkFRUVUNGhHG78440QDLYsC2jYsGFmn40bfCi88OIyePpZqycPuXebN2+GdRs2QL/+/aBL774wc+ZMmDp1Kpxx1o/hmgU3wPARI+Czb6pZn2N26ujOnR2/ZRpjqmzKNKbV81V51xTDlNzzYw9Tmpl4ktqUfjPxeDgx3V4VNBLQQ2I/niT52y5XoZvIo/7KIbl4VToWFfBa12yMVMYYN6axDmKhQv3eNZtSEWqWSSOY5G8fRaYtGlVpM6gDnrTinAR+XRJGmrMpPWbEeveMJcYPDS5bBQSZd9NwCVP6IfBDurX+2gjy62zzFgprTCbMGtALqHbu3AneeOMNOOGEE2DkiJGw+ObFsODGBTDr+FksS3LEiBGMA9Vz5BR4+4NP4JQTZzGDCD1L48aNY14flGkQPWOTpk6Hu//xv8zYwTZIaEciugju6Z925HRmXCDBffHixepzTZwbGoBo/D322GMw+6jZcN9t98Ftt9/GwoDOc9Rj+pHT4H//53645fY7zN++/fbbmQGERtqsOSfA1IlTYOTwkUyiI1WccsopZp9NOmYavLd6FVx75dWWNqeddhoziH/8k5/CqAmT2PmhAYhG7PTpR8HvFlwMk6ePY8YteiIrKyvFuKa7MYb9xx+26ZoI+KrcbSLgE5KHAsXqMKXKq6LPxEt/mFL4fUk2XlIWQeEZE0NcPAQUjVoWDC2dyLGPOOdIRwA3J3I3Y1r8TS+ldEQDUxgXwy0jVpaJJ2atuhmMaU7CUBL4xXFXhSmVBrU/vT+3e9B7AobcO61KpOHyMvz8XIV7PYi+BsgzRsgbW4x/7EkcNP73kGHDYPny5eb29XvXJ/ZhQM+ePZnkBEPVNwBNNWznKAmBLxHcq8U9AD888RT4xfnnSH8bPUDf7KljnheUwpgxYwbjR8nP1SmDj4YSvvixDq8Y7mxvD88m8M03m5KTgQEwdfIk2LT+U+g1aAjbhN6xRx99lP0/Ut0EB3ZXw5/u+Atc9Et1yNV+bjLwPgvvaQCjOQoFFaVw6YJkxmVJSQk8sWQJ7N36LavdVzn4YPN4br/tDlh4xZ+hsKgAKvoKYcovvkicsnPAHcRh/iDGycFjsXCdZwwfyjyEkm7yt68wpUngz5J6u2AQIG8sIQnm1BnzIm0hGpDYPlGQmfeHs4qCtzAlL4mEE7VuMufGtKtn028pHbwedWFKxxjqPGOJ/ioMOLwxmcqmVIu+pqOKgtdsSo+csYR303uY2WmMSbMpzWxY63gnS1rJuZvEGUuCjLF8gEuYUkbotm0W2tp3EYiTZp0qsZKdOCEr+yID/5gbb2rIsyNlZZzUIrjCZsU+OD7++GP4/PPPGa9s39bd8F83/4l9afbs2ZAW6IqFS8ZPPGbHmGj25ZgELMXC3YyxItcixXWhiDmG3lfl8nJIjkw8XTaljxAX+166QyTC78s8K9wzoCqHJKq+WyoMRCIQsBljqXrGzMm8pkk7mXsOcfk1qBVFppNJGPJMPOlEHo6mfSJ394wpMmJ12ZSe5Un8hinD2iQMz95NxT2o5P25ZVOKhdNxvjAlL3TGWADyCWSM5QMUBpGy0DQnkNi3SdqiYSNV8PdYm5KXN4q6GG1cNVq8qZFXxTMlHfIWgQBs2PBZnFhvM0y4Mfbmm2/C8bNmJXW0bIbopg3f2dJL5WR/1PJCnlxxUTGMHzMOXlu+klURYPs//njlOSm9ex7dl0pamnJYcaysHyizKf1kciU8XXzVLQP/rLgwqOQkuXpVFOrt0kw8ZYHi7Kq3s/7FyTwSk07mQR+FwrknLH6cEe/ZlDh54uRn4/7IJnMvY+jq2WS/qeeMiWNo8RJJRF+VfCPpRG5kwBhz4Yy5ir5Ksint0hYtLGnFDWTsMsx4VYnyJqkCqanvq0LNSdFXuzHmNKgtBdWlCvwG+0ueMUK7g9rO4QR+51ZD9T2HF8aZBODHM4ZK0KKxpQL/XKxNiYr+a9assTZs2A9w4DuA4k7s8+RhOw0Q5LZ9sHIlRPftg2CXLlCMYrVswo5B9c56xzHINMnGjx8PH374Ift/ZF8jxBojUNC1xNy/4/h8go+Frv4nW2kKq2HX3AEvhcJ9FAsvT6yyOcG75SEuuVfFJPArOGNiiEQdpnThjGVAcBInc7QjpZ4xVaFwWYjL5hnzzDdiOwoDBNWCvF29jKEvz5hc9FVK/hb4U2JJK5Mz5oNvlO4EjMTBWo7Ha5gy4CObsqVJGKVFQbbQwbJk1Q0htTHm1TNm8jad7WT3YVL0VSFtYTHGkueoU+AHMsYI+YLkpK2wxizEfoVxlWirDIm5ecYEY0zlXsft3HMmhikxo3Lo0KHWxvV7AGoKAUq7Okpz2IGq9UMHDYZIWRkUVFRAccJ4w+K++0rjXivL8XBbTKPGlmiQ3L/9+PxCY1lZ+8qpQ+K0jwM+jTFOGHcxxjrGJ4zqBi8TuYdHjkuY0lnX0KnensziUmhUqTxj0fSHSNAwMFA6RDKZJzPxPNY15F5riWdMOZHzPi3UGGMd431drTHGPEuT8N+zH4Mq1Cx4BWVVFBwE/pg7gT+d5G8zTBn26xkLKnXGuMitd2kLvTGGzwJcFO0+0Mzuw/7d5O1q00Hgl9WI9ZFN6e4Zi+YlgT+/zjZfofJOKQpHS2003ta+Cz7xK/lJ8gcYh2hcqbxjeHj8GF05YxICv/34rMaUPPRoOQf7PgJuP51GroMuy0LJ7zO3Ktvb20o5Yx4nAnMi1xljviZyfYiLT1y6MGUqnDF2jfEwV5oy8cR9ySbzZJhSod5uuydkBHBXvpEXg7qDB4Paa4iLEfJdOGMW8rcYpizwkYSRHfV2c1+q2pQJj6ySwC9+zyyHFE1rSStEeUd37+aBFmr9uYm+ip5N1X0o9lNBlkLNbQH5dbb5CmU2pcbbpfqa3XBTGHTJS0vvGcPvi94xGbhXDFu5J0hxg8l6acvClIkPnHsQfs/2Ad+B4qf1xlpK0ER7rXQ20djk29x3ppS28JHJ5SVMaXpVfIW4PEpbSLMp/ZO/Rc9VWidzXixcK21h0xmTZFMySIRflZ4x5CHx+8DVu8nHUG14ew9xicaVgvcnkL/NMGUB6p0JHhRFJp6eM5aJMLPeM8YNCpV3Myoh8Ke7pJVng7rJZzalPVlG4aE2w64q0VeJZywQCDo81wx5mk2ZX2ebr1B6xhIfe/lAmbmn8oy5/LYAzgOLqIwxIVzhKqaqMJj48SmV9jVeI2Enic0qYwzSDy/ZlPb+V33FHEKvYcoin2FK3UTusS6lh9qUdvV2s65hkXf1dulELhhLac3k4mVxpNmU3usaxo8rMZkLJZGUfCNLRmzIkzGWFu+m+FsK9XZrXUOn4Ku+NqVGo4qHmW1GeFoI/FGfoq88I1amFZdm0VdrqDmUhvqwHqQtJBmxXmpTJu9BuflhkDFGaLdQRikVBpbEtaIygtT8qaB3Y8zNM8bJ+550g+RhStfjlXLD7Hv25vlqifq+GrJsSucxa7+iC1MaLZjIEw92zOJCArF2IvfEGVOEKQ1FoXAJX8VN+VteoFgkWmdCGkHDGfNQ19ByjpIwpd676WaMefGq+OQbib+vEww1OX9yr4pqDKUlrTKSTcmrKMhJ/O6ir84kDJVnzJkR6yNMmbgPVWPYFI5CKGFQes+mlBhjOu+mUvQ16KkUUqZ4f20B+XW2eQq1OaQKMSa+Z9nsEtL0KIWhNcYUxyHLpPTtGVMZhRKOmdnSYY1p+GWW34a0wa0bZQa1GTr20tZLmNIlm1JcZatClZ5LIWnU293qGlpkERITYIEf0VduSAadBkB6REM1nDElgd/2nYRnRSptYYRT927yiTwd0hbibynClBbOmDmR2/lGMZdsSo1GVRo9Y2LIUxdqVmnFecmm5CE/Z1kyH2FKF85YVX3IzGBXZVu6ycuouJtK0VdpmFJTCgkyNIZtAGSM5QPcdMacrHxJY/AXpvQobeHFMzZ65DD41wP3evOMuRD47YZUUq7C0tjcB7Z/+umnbafiEqZMK2dMR+ATEyskDbzIjWgJ/N4mchwXvtJWTQQ1DakQ+D2EuFTZlLHU6xqmk7wfPy5NmNIkf7tLW8T3VeSQg1CGuHx5xhITuSbUzA01z54xnKxt95uvMKVbEobMu8mNpXR6xsQqChLeGPeyOrXiZFUUeG1KrwR+P8ZYseVes2N/Ymy7lRW7e+99Evhl2ZT4bJVpxekqKFjuE/KMEdodlBM5/1hhYEk5Y6Ak8J9//vkwZ84c354xd62x+PZCjWilvS3/fSyojcfYoagDjO45Gg7pfgh7f/HFF1sPzyETIYvqqbYnPpXuq4VQGMG8r6WhZkt+gmS7ohqBsli4n4lAwVepSkwEFWXOh7tvWQR7mFIS5jJS4owl+iXNXBVtmFLlGVNxxsxC02GfxpjHbEqFMY3X0f6EZ6V7p+KUBF/V5G+VYGgKY5iJMCUag3x3Us9YgUt90ZgzTBnxKm3hPUzJvc4qzhgPX3ZLGN6p8DZjRsycLyxjqKmC4cimdBNejvKFVH6ZJ6Qzlg9Q8vf1oUfrBC83rtylLVruGeO7sIectI0Tv//BBx+wm78x3AhbarfApo2bYN5p8+D000+3nI+yDJRl126ur5Yz+MPhMBQJSutuxyT7XNlLEoNaNMZwVV4ABSmHSLZUqfkqfCKvSBhtKam3SwRD3cKUjpp4ER1nLENlWLi0hWwiV5G/FdmUAT/ZlD4Mak7+bghFoTkShRKbYXSgOWIm2HRzG0OF4KtaMJRP5EUeOWMazlEGCPzx/QVZ2FRmULvWppSGKTOQTemShMHDlK7jpxF9FY9PxvuT3YMq0VeV8DLkaTmk/DI98xU+dcb0uzLgP//5D4wZM4aJmk4YPAF+ftrP4bqrroOHH34YnnnmGWbYBDr1gtfeWc1++4orroDhw4dDx44dYciQIXDdddcxo4OjIBiE115eBsd/fzqUlpayUkKnnnqq0oP2wAMPQHl5OaxYsUJyhHzCi7fF4uW9e/eGyt6V0KOyB7z60qtw8MEHw9FHH63uG43Ndesdf4NDxo2HtWvXsvc7duyAE088kfXF8CmjYclTT8CQ4QfDHXfc4ak/sa/uvfdeOOWUU6CsrAz+9Kc/MePxggsugMGDB0Onnl1h9NETYPHf7za/c8MNN5h9jQXC+wwdDq+//jr7bOvWrXDmWWfBsDEDYMTYgTBn9pxkMXKJQS0aoWlZlasmAiFE0tIwpSObUiP66s+rkuEwpVZnzJtnjHuPLGFKXTal19qGJYWmbIwszMWN6Y7FBR7KWXkQDJWIvtrDlCqtOF5kuqAwO54xizxJJIUxlIm++s2m5CWtPHg3VVQBnu3syRhz0YlziC+bnDFnRrODM6bjbQJ5xgg5Bitpo9CxSQlhLMaafGBHmyNOvhTWywvHwLAJs0qdWomNO3btgrPPPhsWLVrEDKaNOzbCW2++BRf97CLYtX0X1NbWwj//+U+AhiqoCKKKvQGdO3eGhx56iJUn+vTTT+HCCy9k2/7whz+wfa54aRlcduG58KtLF8CSf/8LQqEQvPDCC8njFDxo+Lv4eumll1hxbgcUoUL03IVDYXh26bOw4PcLnOE9SaFw0WuE43PZ5QvghWXL4IVnnoLDDjuMbf/pT38Ke/fuhddeew1gfxj+cONVsHv3bvADNK5uueUWZsBhVQEMa/Tv3x+WLl0K5R27wNsr3oBfXfk76D9sAJxxxhlw+eWXw2effcb6+tY/3sS4KkNGHcoM3OOOOw6OOOIIeGbpMrave/5xB8yaNcs0Hvm5yODUqfIjOKkPc+2vTyVE4i4YaglTFrSMM5aJTDzL/qLeC4UHXDljfj1j+jHEyRIN6v0NYTaGvbqUpu5V8SsYqlJvj7UO0VeLd1PH+/NUm1LhGVOWQyr0XNLK3TOWuAfLWnAPCpw2C4FfEqZUesZ4BQX7oioBKodEyCnQKPru+nfSuk9ndUUFLqmwvpcpICSMlZ27dkMkEoEf/ehHMHDgQAhUBKD/sP5Q1qmMeYeam5uZJwoaigGqv2XGzrXXXmvuBzlcaEwsWbLENMb++9a/wHGn/Ah+u+AaGNqrE9s2duxYxzH88fprYOmSfzMv0KGHHio/F9OwdIq+rnhhBRyoOcD4VpITFBtb+gHP9yc/+Ql8+OFqeGbJv2HI4CFs++effw6vvPIKC4ViHcrQtgNw76LFcOiM8eAH55xzDsybN8+y7cYbb2R/Y41hGHBqH1i1ZjU88cQTzBjr1KlTsq979YJIOMSKlD/++OPMkEPP4d6t8XJOD/7jH1DRvYIZi9/jfabgjLVMcFJNAMewV11zpOWcMaXoK+ccidldqXDGMhMe0Utb+MumND0PQvt0EPi5Qc2MMZlnzBfnT13XUKrAr8imlHk3GSlcJ/pqEvgD2feMOcZQUtPSJUypLPbupaSVC2fMJPB7Mqjloq8ir9QibSERfbUYoTLPmKo+bCQ/w5RkjBEk5ZAkZP2EsXLYISPhmGOOYWFK9MJMPGoiHHXCUdCnUx/rToWQGBoJd955J3z99ddQV1fHjJsuXbqYTT9d+wlcefpP1AR+A+CR+++CUFMjrF69moU6NWfDT8KBJx99EmbMnGEpIO6qqg8Al156KZSUlMCKF5dBidB248aNzPs0YcIEsw+HDj4YunVTFIZTAA05O+6++2548MEHYcuWLdDY0AihcAjGjRvn/LIgLfLJJ5/AV199xfpWPK2mpibW998bPdr5dQwpJ3aiDFO6SFtYVuUSzxif3PF53KIi0zKvCiu9I1uVK2QRPIQpM0fg12VTykNcKp0xmWdMW+zdi2ioGWoOabwqxSlLk4jHaAk1S0JcKt4fl7uIb9fojKU71MyvI5kx5iL6Ks+mtElbJPrDMYZ+Slol7sGmcIxpitnDyekMUwYDQfZKfuD0TvNrFw0xS2UFjTHNQGFKQi6BK6++N01L2/5qtuyEjgVl5vvC3mWOi7tu3z6or9kPoJgfZXIJyO96+eWX4Z133mGhwofufwgW/XERvPzGy7aW8Zvv3fc/hLlzf8I8PWi8de3alXnFbrvtNrMlenkQEQUnAo9iwuSp8ParLzPv0JVXXqk+cdOwtJ7rt99+C++98R7c87/32Jo7z9Fun/3whz+Exx57DF5ZsRJOPOYHcoZ8C7j7yBUTgf2D3kPsoykTJkGHcBH89//cCR+s/cj5ZcHoRUP38MMPh0cffRT2bT/AtpZXlkFBYZBx5wL1DdYTtKFldfGKLeEs1Yrc7qlKKUwpSalXFpn2I4uQoYmce2l0XhUcEwzf8NCNlPwt6owJhaaVXpUUaxtKPWNmAkbqIS51XUPv0hacL5btMKWnjFgPtSndRF+VJa3Q4+9iUKN2GPJqMdEC77k+XePPVY4qnk3pi/cO/vYAAE4tSURBVLcpvwctfDFVmFLJ+VNXUMhnBX4yxloJmIeiuCB9+ysKWh5uwaICx8UdKA4m3O+2CVKWOClwrPBYjzzySPb62aU/gymjpsDzzz4PxcXFSd5EYtX0zgcfs3DmNddcYzGMRIwZcxisevt1mHPmXIgZBgQtmY14EAaMHnc4XHHZJXDySScwbxQaK1IoPF3/evhfUNGjAr5/3Pc9tRf7Acn1J598Mgsnhm/5M5xzzly2fcSIEczL9/HHH8OEcfHQ5Febvob9+/dDS/D222/DtGnT4Fe/+hXEMIttTyN8s3mTpQ3va1FaBD106IXs1asXdCmuZOfWvV8nZowhwg1yY4zvoyVhyh4JuYO9dc2Oz0y+kZdJwEORaWtKvXDMEvKwPROP63lJ0+ozHqZUC4ayY45EIZh4BqilLZyioekKU3Yvi4fA9tY3azWqXOFBMFSWTekMU8aUIS6VaKjZx+nOptR6N12yKUXvpiQbVittwX6gGCDS5DqGeB+j7Miu2mbYe8BpjCU9Yy3Q+nPLaBbvQe6dVlRQUIq+RjMzhq0d+WV65jFkHiD3ckjOje+vWQN//vOfWbgQQ2jLn10OVfuqYNiIYYwPhkRxDN/t3VfFCOXDBg9g7dDbg6EyDFc+9dRTll0vXHg9LH/m/+Ce226GT9dtYCT/v/zlL+wzNM44jpp+JCP2o5dNna3oNK6QR/WvR/4Fs8+cDUW29Plk84Bzm2CkYrLC/ffeDZdecRU8/f+eY9tGjhwJM2fOhPnz58P7778Pa9Z9Ahdf+Tvm6WtJSaRhw4ax/n3xxRfhiy+/hBtu/SOsXmP1ivG+/vLrb2BfVRVLTpg7dy7LRJ09ezasev8d+HbrZnjttVfht7/9LWzbts1VQLYl2ZQ9OiUm8jqJZywR4vIma+FeZFo6kdszuSQ18TyLvqbbq8I9bbJSOpbQasSztIUY5kpHNiWiR+d42z0H1MZYS6RJlAr8CtFXqXq7yFmS1qbMTBIGeDCo1bw/Q6ITF7E8k72NoZ/7UD2G3IudNu80a8/H0MM96Cr6auSlZyy/zjafYfhRb+feFudXOpeVwRtvvAEnnHACk6vAEOWCGxfAMccew7Ik0VuEHKie/QfD2x98Aqcc933Gufr1r3/NOE8Y3kRpCxHf//734b/vf5jJW0yeOAF+8IMfMOMGwbWN8FDxoTx9+nR4/vnnWVLA4sWLJefp1KVAkv22rdvg1LmnSmpTyrIp5dbKnJNPgb8t+gtcdPHF8OSTT7JtjzzyCFRWVsLR3/8enHHhXPjZOeezTFGU6EgVF110EUuQOPPMM2HqUdNg3/4quOi8n1va8L6eecKJMHryEfDOe+8y6RAcmwEDBsC8i+bCUcdMhvkXzWecsThHT64Vx6H2jLVsEkjKWvgIcYm/r6lrKBLZZbUplQR+jSxCOutSunpVhAlJzMZTK/AXqhX4ZfVFfRjUPTUGtS/vpk7aQjqGPMRl84xJwlxiKDAgEYHOFPlbW0VBUew9mDg+WTZl/INYWrXixPtwj+w+TIyrvySaIm/Cy4mwuZcwpY63yUBhSkK7hmT+VYnkywqF840jDz4Yli9fbm7+ru472N+0nxkwvXr2YjwyhlA9wN4v2D64HIWISy65xPL++JNmw/eOOwkGdS+zlMyJRA1Y9u5aKBYmyBkzZjB+lPZEBePq2GOPhf2N+2F73Xanx8pFZ0xcveL/TznxBDh77lzo3L0H29anTx/mrYuFoxDZ1QDbdn7HpC2GDh2qOD77zzt/H5MFUB4EX3y/yH5ftDjJs0MOGPZ11Y7tEGpogK69Ktl2zGRFDbK9Ww+wh2FFnzIoTIS+wo2N0nM2Cfz2ydxjoXB2PJ1LTL4RFgsvFh6kfBLwRRz2KG1h4d7IFPh9rMozlU2p44yJBoVoaKiMMVmYK11hStOglnjG/ElbqEVfpaFmzn9TFpkOSCdyqfc5Q+TvZH1R/8XeZWFKfu3yBYTeoC72fR/aF0X1zRGoD0UtbVISfU1BeFkt2uumMxaAfAIZY/ntGvNeKFwRdkuWTpJ717wo8CMK8eGJhodt8uHv2ede4FKbUtlecn7qckjJD1auXMkMw0NHjIJtn22Gq/98HQshosGYDijrh7r1v0YrTjVULcqm7FDEdOAwI3ZffbOFr7L7QJP3SUD04Nge+NIwJZ/IbZOzUoFfV4olwzpjMvI3HjNyjpBvJHKO+ASmkrYwfJdD8j6Ry7wquxMGmrcx9Ksz5gxxqSZzrU5cVgj8umxK7wR+Bhzv4uK0JmGYnjGbQc3fo2iva5FwDyXJHMLLkoxY5YJIU0HBwO/wOYA8Y4R8C1M6XWOSpgrjyiSQK91rHo2xxAPXnlEZTjzIiiSrJOSijRo1Sq4zFgjChg0bWMhOPD4xTIlZhxfNnx8/J1vIo3/fg2DV27bsRcmpIC/u6quvhm+++QY6l3WCIyZOgX8vXcJKGrH9X3SR9HwxqWH9+vXgCrMbldaY5ovexkQtbeE9TInhwO5lxWzStpOH+URuFxJNtci0VBZBlYmnIA/b2+dqImfHWBA3xkRpBD6BWTSqxOMW2ur5Rqnw/qwTORr6u2vj2yq7tNAYM2RjGNVzxsRsSjf1dlOeJIsEfi7cqyr2LuOM2by63FPoqA+bciKNtS03sD0Z05oxNMtZOYSX1aKv9nvQrKCgSaJBkM4YIY/ClAEfOmN8P4q2zr1L26tQmHhwYVhSBH8vKxKOemFr1qyxbtz7ZfxB0m2wRU+Mn6PoPcEsyXGVlWCEQlDUrz8UlHVk2xsPhCDUEHN4xsx+Ej5AuQ588axHfGgX9S4z9z9lyhTp+crqT7oBf98emlGOoaA/Zm5L7sgngd99EuCTOTPGbJO5aYxlxKuiFwx1hkhiGvJ3pjLx1BpVJn+t2UbgV2VTaqQtUKPKcY2kMJHbQ80o2NsYjvdzr86laRF9lam3c9kOp0Ed9FzXMFOldPQZsXLRV9O7qQpTZiDUbIYpbZ4xbkx7ugd1oq9uwssy3qZtLHSir4bgPSadMUK7hLb+pCrCaNmmCJdJJv3UPGNBhTEWsxhrlu8UFjq5WZ2a4mG1HkMdE3T8cJP7QaL9wQMGMGOsePBgKEjofdXXNEN9tTNUIwtT2j6yeKpw//hqEexZnoEWGL2q7NnEPhyrch9eFUQPfNDvcIa59tQ2eZ8IFFwVy0QgcsY4cdhR11Al+qpRb89UmFJTSid+LE7OkSqb0uSMiZ4xYWJEz1NRoCilUDPywWShZpRK4PUrO3iR3/Eg+uoWpowr7as5Y1KvSibJ3zqtOIW0RYHMM4bPObwP8R4U2pvSFkZmvJt7/FAFUsim5GFzSzalm9afTngZkWecsfwyPfMZOs+YG58q3li6I5OzpLbS/HnG7GHKxA0tC1MqDtp2vKAMU1qbS2Oz1qamwaUzxtL8ABF3p5MnUYWaPfD+TM6YkXqYUszGE/kqOKly48xXmNKjZ8xdvV2VTSmrTZmZQuHAS+lIpC1UOlUi+dvi3SxwcsZEL1NL5El4qBmBoWYH589LiFIzhjEjxl4O0VCZervQVXICf3ZL6eh4f3z8VOWQ7Lw/nUGdtiQMpXfaY5a3i+irQ9qChykF76bhSuBXS5NAgVW1Px9Axlhr9Val/9ecm9x0xmSHp/CqaDljHs6zKHHDhlWeMUmY0heB31ZvUvjEdrzCJoU1Fsj5WLrbvElD27LR0ZgfdwxiTvKwj2xKlU4V1jrkY8qNtZbKIlgy8cwwpUfOmJlNmcXalF49YxLOGPueEOaS6oyJnrEWCPdapRHiBpg4npW+J3JbJp5wbHLRV3Fck+ds0RlzFQzNDPk7mU2p0RmzccaSSRg+5EnSFKbcnwg128fQu2dMPoZmOSu7Ar8kTBlVir5yY0wyRpH8lLVA5N8ZtwJwvlADV0TPlS2m0RNzfEWRiafiLFm9MB6MscSNiYR9cV98Is+cZ8x5bOYWhxNNnXlpIt2OMfwtTUalKrFCL92R3IbXIBo5NZGaFnlVEH0TYa3vqhMSGizE1WRqG4lyF6mot5vkYclErsrE81OKxfR6pH0i13PGChKGhbXUjzMzNH5svDalk/ydDt5f3/K4wfVddZOTb+TVM6YQfRWPzWpQO8OUfCKPbw84+Ub2bD6+rwx5N1PhjKlKWiWTMLxyxrzfh6iuX5rwxO6oEe7DA2km8HsQfVVnU+ZAXqYNgDhjOQDyHcrLy5keFQLFOtPtkg1FwhA0kg/ggmYDCgqtD5LmUDOEo1EW8kBhUHN7OAThSIh9h2+OhcMQwhBiwICA0DbcHIZYOAaRQMSyD6akzic31LdSPDzN5hiOiYQAH7X1DY1MygLV98Oh+D4j4RA0yR5UdoTxHA2ApmaAQkN+nIXCueL5x2KMN8bLMDU3N0M4EoaCUPL8WZ+GIqy/QqEwBMUP8FnUFIZoJMQetNGm9E4EoSiyuwEijUFW1sryWSR+TM3NISgUxyXSDJFIDJqbA2AE4xNYJBxmYeAgyig0NjJDDK/Bzxs/h6ZYk9qr4oFvhOjfLW6MbReMsZ1++GIasUkledjkqtg8Y8oQidqzkouJXOVZsRhjFs9YkYP8jZmJaJTjYqElGbGIfuXxMdy2PzmGO2riY1jpJcysGUMxDC6GVmWir6I3UPSscIPVXTA0M0kYbuWQxAQKN2NMFqaUS1t4H0P8bRzDr/fUw/b9jTCwe5wHu31/g2V8Wyr66vCM+RB9NRdEGuHlQJ6R9xFkjOUIKM6J4AZZutGwrwaKg8kJMNihEIKlNt2mUDM01NQw/kx1g2CgNEYg1BCBotICKK1OPPyjUYjs2cP+XyQ8NOvD9VDTXAO1hbXQWNpo9b7UxNtDXYlZq1KHfTVNjDwMB0qYFwVDlLgqx2dxcaPHh0h1oj8PFFsMwNpQLdSF6qC+qB7qS+rN7eFdu9ixFmJt0MR5NaOLvzEKxR0KoGR/8mHUUFMNkVAIOtQ3QpFNYT/WHIVYQxgCRQVQkOizdCFa08wmp4K6YsdDqqmuDkKNDVBccwBKq6uTx1obgmg4BqV1RVCUIF3H0AtWXQ2B2looDCVKo5SXwyfbP0mLV6WfxBjbVhWfBPp36+jxZFPLpvSi3s62m9IIGs5YFvlGVtHQsCI0JwlT2rww2Cc4kbc0TMnHSRzDrYmJnBvbKYe4xFJGQb3oq2iAWvtCw/nL5GTOQ83SklaiERkzjS0/wr2mtEViwdGSMezXrSMzxrhBjQYi/39Lx1CWDeuaTamkCqhLkkEehinJGMsRcAWD6u1Y1Bm1qtKNlQ/9HUZ1Odx8XzalD3Se3s/SZvvGz+Ctx/4J5b37wqlXXG9uX//mdvj0la0wZHxPmDpnMNsWqamBb3/zW/b/Qc/9P/OBs3zTcrhn/T0wuc9kuPaQa63G2N1nxP8/7yWAsgrXY77t3x/BZztq4YaTR8FRg3vBB5uq4IZX18LAio7w4DybnpjqAfL86fH//3wlQCmWAIrjn+v+CU999RScOuxUmDdynrn9m99fDkZjI/R/8B9Q3KcP27Z62SbY+F4VjDqqL4ycGdcpQyy763bY+fUXcPRPL4DBhxxi+en61bvgwOtboWREBXQ7Kd5n6cLuv6+FWF0IKs4ZAMV94itdjtXPPQWfrngRDpnxfTjk1DPN7a88tAF2baqFI388FAaNiFcLqHv9ddh1y1+gdOxY6HfLzSxcjl7awg1JaYSWhCn5qhulEVAOAcUltyYmgYMqWjYJKLMpFUWmkyGS5EOdeUATBHI5Zyz7dQ1V5XQCSmOswCFtoTfG/BnUfLLeljDAEFsTBvVBLTSo+bEFA0H20oUpTc8mRuklnDFVNqUpT5LuUDNPwmCedyvEY0HPHb+2lPVFJVpx+kLhqd2H2xIGNWqONUfiUj324uF+Q80mZ8wW6TDHUKj965pEI1sQRbl3msKUhCwDb2RlmnYLEK1ugMJA8iFQFAo66iUWFxVCQ9VeKCkttXwWNIqgqSYG0caAuT0aDkNwxw72/5KiIggmlKONQgN2hHZAVaTKWY+xcVf8wYzhQg+1GvH72w/sh29rIvDD0lLYUhuG7QeiMLyv9fiUwHIfdVvj/+/YCaA4+Z3aWC07zlAwZD3XbdtYiLJDSYnp7Yo1Bdn5B41CS9um2mrWX0XBAsfxhCJBKDxgQIntO+lAcSgAEdx3oJCNlYigEWPHFKmvt/xuLBQ/h0A0eawhCLAxLOjX19JWyVfxGeLqXFoEXTsUQU1jmIVIRvTunMJEriky7Uf0VbIqt9Z+1KTVZ4gzZhoKHgpN42INJzE8DytnzOlV0ZbT8Rum5N5NiVelpQa1zJhWib6axpgPzybjmpoGdWaSMERRUg7xWNjxFasV+K28v/TrjFnoAolx44Z17y6l3nib4m/5zaaUiL7aa4jmQl6mLSD/zjhfoeE6iOERlXvdUcbDy0PEZzYenwj4wz85CfhckWvc60qxQsGzEnVRb5dmcmUoxBU/Nh15WK5xxMcwKvGq8AenK1/F5/hZOUcNlhDXgIoMhSn5eduzKXkml5iVKCqea0Ik6V6VmxN5xCpTYR6LQqcqKfwqktm5LIK1rdKzkmKYEqUQmsJR08spfpaqQc2vL4dXRSaLIPFsImKJUKf0HrRc6+n2jAWUnjHxWKKSULPIf7PKk/gl8Kfm3fQdotQY1GoF/mRZMnObijOmqaJg5HGYMv/OOE+hncjFYsuqFZ2twK0vsUIvxHsMfybIpl/viRcB37y33udE7l7X0JLFxVbSEvKwyr2uW5VncEWn4xwpM7lkEwEnDqu8Ki3MpkQM6hEfq2/21LP+/XZfwjPmdww16u2WMTRX5Nb2fCEhhrgs2YqF2QtT8hBX/CDUnCNR2oJtl4mGSqQttCWRfI4hZuOhuCti87569uIJGKW25BG/oq/qBRGfyAvTwzfKRBKGjjOGCRSJsKtMnkQlbeG9pJU/7yZ/Xn6TeH7y5+mACivFIZUxdA1TehB9NbhBrZOXKci/MCUZY3kCbUq2wquirKlmy+RKl3sdw1qIL3YdYH837oz/HV7Z2b9XxZadysnD1kw8ISwkhkgkZVji29Vp9Zlc0ZkPJp1308tEbnpVoh4ncn/ZlOJYfb7zAHxX0wQHmiKs7ujgHh4nAo16OzeoLaV0FGFKmUFtnSh1BP7MTOT+70Mn58gsh2TzbirvQ5/3IIZH+X2I9x+/B/m2dGTiOcKUEtFXdV1DD14V9ttpnszdMmITxr2lpFVi/ETvtIX3lwGdMfEeRG2xfXXN8OWuuDE2oncnT9+P/1akxaKvpnfaPoaJ8ebPLuuHRnw/5BkjtFcYPiZyaU010TCRrOjkBW6LUnqIYPmVnTVN5qp8pNeJwEuISyR/i4Rp4cGgJJ5GvMgiBDLnGYumZyJ3eFWE2oYtmQTEsdq4qxY27qxl/z+4Z6cUuCoSAr/GoPZSKJz3EXJYZFIy5j2S7jEUQ6U60VD7fSjLxnPzbio5Y97HkBteaFDji23zuiBiB6yYyA1VKR2n6GtKpXRE9XabAZAteRJLFQXunbZ70yShZuX4pfAcLSspNL1jzKDe5XNRm4JBbeh4f0rR1+w+R1s7WoUxdvfdd8OgQYMYqRgLK7///vva9kuXLoWRI0ey9mPGjIEXXnjB8jmGR66//nqWrdihQweYOXMmfPnll5Y2VVVVMHfuXOjSpQtL77/gggugri6+gkBs3ryZPbDtr/feew/aIqQhLhVXpcD5EGGTV0KsVsZ1kOvj+AuRYPYd5zX830fbAJ/HGDbxLlSormso5xsJk5/EGPNVxoM/RMSQVLqgLcVSJA81S9S/ZfpG8d2rPGM8nOLdMzaidzyDFVfjH2+pTsGr4oHALwlTqgqFy+saKmQRMhWmxLHg95SmnI7IN4ofp4QzJtEZS3eoeWSf+Bhu+K4W1n9X0wLPWLG7Ma3IxFMKhkY0Y5ipclaehHvVWnF2Ar8sm9KbZ8zHGCbG6/3NVfBNIkw5MnFvtojAb/gINSfGkF/HnkRfI5kRXm4LyPkZP/7443DZZZfBwoUL4aOPPoKxY8fCcccdp9Tfeuedd+Dss89mxtPHH38Mc+bMYa9169aZbRYtWgR33nkn3HfffbBq1SooKytj+xRFSdEQW79+Pbz88svw3HPPwRtvvAHz5893/N4rr7wCO3bsMF+HH56Ui2jznjFJFpeK/G2ZzGXudSM9D5GJA7uxv7e//EX8/aAK74K4Os8Y54yJIUZh8rOEYZVihZq0ejP7K5OcMZ1nTJWEIYZu5ORv92xK714VlCHp0amYpdLf89rXbNukQfExbUlKvWoiSE7k7jpjUbdSOhksxaIvp1PggzPGkzDkY+hYFKUwhuMPKmd/3/hyD3yweT/7/6RB7tI0bl4Vk8BvEww1Q1ySUjpK0V6dVyUDSTTunjFZmFLOGYMMhykRExLP0TtXfMkWtZgJ27urxyxvNJq5l1yRCGXnjIFM9FWVEWtqxenGMAj5hpyf8e233w4XXnghzJs3D0aNGsUMKFSkf/DBB6Xt//a3v8GsWbNgwYIFcMghh8Af//hHmDBhAtx1112mV+yOO+6Aa6+9FmbPng2HHXYYPPLII/Ddd9/B008/zdp89tlnsHz5cnjggQeYJ2769OmwePFiWLJkCWsnonv37kyglb94KaPWD9sDSTuR270q8gK3vst4pJCNN2N4z/hXEpPp9KFxjawW8400gqEMFve6MxPPTXAysxO5elVuejf9TOR2jSo3zhga0x5rb6JHjo8ZH8NpqYyhjsBvkbZwTuQq76ZW8DX+AxmczNXyFqpsShldIFnXUD6GDrpAChP5qD5dWI1KPuSYITuwu8cEDA+Coc4wpXMiN9w4Y9J7kIcps5tEIx6PlMCvzKYMO8YPqyg4x9D/c/ToxHOU//SRB/u5BwWDXjWGqjClpIqCkjNGOmOtxxgLhULw4YcfsjCieUDBIHv/7rvvSr+D28X2CPR68fabNm2CnTt3Wtp07dqVGV28Df7F0OTEiRPNNtgefxs9aSJOOeUUJsyKBtuzzz4LbRVSrwp/sBsxk5zOtvOQiko5OkNihYiZoyqhvGP8ex2KCuCkw+JCrJkWDBW9b2r1dvdVOWRiItdlcrlkU1pW5S5hSqe0Be8rI75a9ogzJh1k/h+9YsgZS2eY0kLgN9Xb7ZODMwlD51XJdCkWcwzDfjxjEtFQyT2ol7bwfw/itXP6xP7m+zMmHuSvXJsqTCkrZyWei4dMvFwUek8ctDfhXlHaQhg/UdJEF6ZMh1YcD1OO6ddVek+6QnwOtGQMTapAUJpNaV9A5bvOWE5FX/fu3ctWOpWVlZbt+P7zzz+XfgcNLVl73M4/59t0bdDAElFYWAgVFRVmm06dOsFtt90GRx55JHug/9///R8Lh6J3DQ00GbCmIb44amvjBOZcAg0tTLvWEfi51yCYKJvjWlPNr1ihj2y8LqVFcN9PDoelq7fByWP7QPdOHvliKWhUudU1dKTV61KysxDi0iZh2L2bMgI/5xt55owVW/tW5VGyYdrBPeCPc0bDp9uq4Tc/GObpO5bfsf+2Pa1eVmRaXJEbhnQy1xGH4/vKoMYRV3CXSlskeH/KrGaJzpgtLJ1OAj/itz8YxsqRoRF20dFDfH3Xr2fMFO4t9GCMxXScsWzIy6iyKYu09UVxYcu9PbKMWIsxFotASUFJi8YQx+3Os8fD31//Gg7rXw4TBnRL0TPmNZtSHaZ0esb4GKoNashDz1hOjbHWjB49ejAuG8ekSZNYCPPWW29VGmM333wz3HjjjdCagBNYITPG1F6VpNeg2BNnTFzR8YkxHWKFHEcM6c5evqGbyCXkYVkGkJbAnyOdMe5tS0X01Ur+lvONeNhPmU3JduSvZNe5RwxEBpmv71jH0MYBQ+9topSRZSKQjKGlyLTUGJOMXyxz6u3x49MY1ArvZpLAL8mItYWaldIWKVAFEB2KC+CaEz2UIPPh3VQp8Ce14rxn4km9KmaIK4NUgYSXy+4pTJa0cmZTsuOOGclSuZpsSkRLS1pxoJzMLacd5us7lt9B7TQbN8w11CyTCEqBwB/IQ89YMNcGD17Eu7BYswB8zwtp24Hbde35X7c29gSBSCTCMixVv4vAUOdXX32l/Pyqq66Cmpoa87V1a6I0Tw7BH4C6iZy1s3Ad5DXVZKVYlLIIKYZIWgQzpd4ZppSRh82VqY0HyCfzArv6ty7MlUGugy5MqZrIdVpxvkNc2RxD1UQuhEmlGbEeikybCRhZVm/3yvtTSsx4CTWnSfQ1LVBwN9UK/M5MvKROnO0eNPlGWaYKiNeEdGGr5ozFt+vDlOJzSZ2Eka170J17a0/CkFUyMVIg8AMR+HOD4uJilp24YsUKcxtmf+H7qVOnSr+D28X2CMyI5O0HDx7MDCqxDYYLkQvG2+Df6upqxlfjWLlyJfttNLhUWLNmDZPLUKGkpIRJZYivXCPGjSQNgZ+1k+nj2ImnGmNMLm2Ro4eIJsRl9arINaqiiocIN1hlYoWmoZTtTDzVRC4LNbuQvx0TOa7+eX/5XJWnewzF68tqUEuUv4VztkyIOs+mJRSY3Ww8X+LLvqUtsnwPir/lUdoiGaaUCS/7J/BnNBtWpfeXOHaLzpjCGJNlU6KnLZ1JGC1C1GdGM/LhzDClu+irtopCNH8J/DkPU2Io8LzzzmNk+smTJ7NMyPr6epZdifjpT38K/fr1YyFAxO9+9zs4+uijGZ/rxBNPZBmQq1evhvvvv9+8qC+55BL4r//6Lxg2bBgzzq677jro27cv43whMAsTMzIxixOzN8PhMPz617+Gs846i7VDPPzww8xYHD9+PHv/5JNPsgxPzMBsEwi4e8bixYgLmVdF9hBpsT5OiiGSlOEhE09W19Ch3i4TDGXp3oYHscLMeVV0SRjKEJckE08li6Dk/eH2rE8E8jIsdgK/lG9k8UKIE6KHBIwcZOMpa1Nyj6hsDBXyJEqvCm7H69cPET9VmPIkHjPxzDCljPwd8O+dzoRXxUW4NymgnRwXSyavtBKGcwwj0YiE95dl76YuEUpmUAvyOV7ClOaiVkPghzz0jOXcGDvzzDNhz549TKQVyfPjxo1jshOcgL9lyxZLRtS0adPg3//+N5OuuPrqq5nBhaT60aNHm23+8Ic/MIMOdcPQA4aZkLhPFInlePTRR5kBdswxx7D9n3baaUybTATKZnz77beM3I8is6iJ9uMf/xjaEmIQc0nJLmAPEC811WQrunRnU7YIHuoaSrMphRIeKuKplZgrS8nOHN9IK/pqcsZUBH7ng1JJ4FdpxYUbch6mFK8vMcwlC1NaOGOWCdGd8wfB9Ku3ey32rg41O3l/ZhapuXuXMCXv20KntyPt8C0YyjPxxIlcIS+j5W1mkCqARize21jsXTeGYok1XOwGA8wokYYpZYuiaHr0/lqEFlQysYhnu3DGss37a+3IuTGGQKMIXzK89tprjm2nn346e6mAN8FNN93EXipg5iQadSqgtw5fbR08TKlOyS6ECDR7EiuUrejSnU3ZInjJxLNoVDlDXAhpJp5F+iOYXc+YyRnzLvoq5RvxB2UsBkYsxsoCea4vGklmCedkIk8cWzAQZC9HNqUwrmKRcJForRV9zaQsgtcwpUIrTkykUeqMuZW0Yh+GsmSMKbybPBPSLhgqCXGpdMb4cyoXXhW8D9H41yVDyRJp4sZYTLuoTbf4csYWtTKDOiwXz1YnYcTcqygU5l+YMv/Mz7xBwPpwjhlO3TAxzGXhjMkJ/NIwpVassBU9RHyEKfnDwhLicvGMZTIlu0Wir2KISzxPyRimS/07PeThQldZi/gHmhCXIhtWNglkWvlbN4bKMKWUwO9XZ8xmjGUDLgr8zjCl8z5U8TZNHlKWhZctpc781PmV0gW4xIxP72bWubfehJfdavz6SYQyKJuS0F4hrpR1afXWbEo5ZyxJABeygISb0sl14BylVkA81dWmLPTAGbN4DjXlkApzwzfyJIsgyj941YrjnpQchynNidwe4jJFX72UYYloPJuZU2+PH4t6DGULovhxOhNpkhpVtjqWKokZdn8GWkdGrJtgqAf1dnMMBepK8gcyS/7WyZO4h5r12ZStyjOmK0nmq5KJS41faSJULLEf8owR2hnMbEqEjgAuI/A7yngUOMt4CDel0zNW0nq4DoaM68DDI9YVoIw8bIa4CgqkauSZ5Kt44ht5EH0VJTykVRS09UVzG6ZUF5mOKotMOwsUu2dTZixMyUVfNTVind5NmXAvX+B4nMjxWs3mZG6paygPNTvClBK6gIrAn6tsSq+JNGrupj6bUnw2paO+aKY8Y1KtOD53BIMm9UFf7J08YzLk3xnnCQKCAj9/o+U6eOGMmZlccs0n50MkR9mU9tR51WSuEn2VccZc6hpmVtpCJ/oq56okOWPyTCeRPJzuIsWZ0IpTZeLJ5ElcV+QFOdA34l4uHe9P4VXhRbPj+3FWwfAuMZOFMRS9b/ZQc+IetGTDqkRfVZ4xD7IIGfOq6CphKLibMpkgXTalnPeXq0So4pbRPVyzKWWJULHEvvLPNMm/M84zGK7ldGRlPOQ11WQrOnFydEzmhdn2jLk/RGQaVaowpTU1XbOaE9Xbsy36KoQpxbGSGtTiqtWrPIlJ4M+td1MZ4pKKvir0jbwof2cqTKnzjCn4RtKJvMhFZ0zq3cziZC7e64psSodgqCn66ifUnH2vio4uYFbCUCZhSBZFvrXisr2oVUtbWEuSOcPMWp0xTSKNQQR+QruGp0wuuVihaIvJVnSiWGGreYj4XdGpwpQWYyym9qpYyLkZFJyUFZm28Gxieq4KS893ZuPpS1q1jjFUhbgMPyEu7t3UkL8zod4ePz5O/lZzxsQi0658I79acbnwjHmsTSmtL2p6Vezkb7Xwcqa9mzrxZRV3U7ooSjmbMvcSQVLupiQb1pOH2h6uhsxzN1sz8u+M8w6GS5jLmcklM0I8EU9VRYqz5VVRiE1aVuUWaQt9bcpgCoKhmRF9VUtbiCn+nkLNkslc61XJGYHfWyYe6EJcCq+KrkBx5r0qOnkS75wxz1UUsj2Z83sQDXxFXUNHRqxO9FXp3dRpVAVywBlTVFHg3k0voq+uJa1yH2GQeahVNX5lnDH03vNFo2xRBBnmbrZmkDGWB9CHKZ0rOnUZD2c2pXZF1wrDlCJfJekZk3MdrGFKXQaQKD2QCQK/uzGtDjXbqijwMfQbpsw6gV+uwO9JMJSvyAPeCfzcY5UbY0zhVdFpxQmTmnhdO5Josj2Z+y1JJo6hqBWnDHGpPdQZ1xlLKUyZhiSMVuKddoswOMOU6kVtfDsR+EXk3xnnIZLudVmIpMB3gVt7Wr37QyS3mXgqnSrTqLRNzknByeTtwT2HMq8KX81lSr1dO5ELhqQY5lJlxMoMan0VhdYxEbiHuMRMUZcsLhlXJdM18TQGtbockkyBXzIJeqmikO0wpUetP8uiSKiEYS6IHORvdw91xibyFtQXtSRh8DClIsIQNhTZlPgMkxnbOc6mdCXwKyqZSPX+olQonNDeYAT8rcojHmqq8UnM9hBRco5yVijctkIzYuylLBQuTnCGIc+m9ET+zrR6u8SYRm9CwgPkpaSVTp6kdRD49ertjiLTEu9mcvyCclkEXTmkgtx5VVQK/FKvik35XF9FIQcEfklGs8oYM8dQ1MFTyiLovJuZDlN6SIRSjKGfbErXklatwKCW0j2UnjFhUSt6xjQEfiCdMUK7hIeU7KikpprvMKWSM9acW7FJYTVprWvonMjFhAWrMaaWRTC5XDkgDitDzbLxs4RIWqm0hao2pTITT1bX0K3ItET0NZflkEzvdMRXFQVLqFmlUZUrzxinKHjgjCW14gTNwlTKIWVQeFncr15ixkMSBn/e2J6j/NmkrGTSCkLNfsSz5YlQwoJRQ+APEIGf0B6hJ57qV3RWAr/PFV1h6whxiROUtFC4JRMv5lJkWvcAyf5ErhJ+deWMSbIpHfpGrWgMXcOUkmxKtc6YhjNWkINySMpi7wG9cK9ngzqbnDG1V8WXAr/SGPOg3p7DklbK56hIF1BoxRUFFHQBUWIim0kYOs9YIMUav3wBHLAKxJqgMCWhvSEgzcaT6FRJRF/VNdXkYUrXung5rk0peuwsgpOSMKWVIyczxrIvVGhOAobLGHqoogBmOR3nRJ5zr4puDF0z8Qo8T+Q5yabUaMUlq2DYvSpOg5olJUgmc2/GWLj1eVXQFZ0ItwY8eTdzuCjSjaGKMybxUPte1KLRwvssqwa1upKJNBFKkU1peY4mvH5y3qYRF8akbEpCe4UXnSpnWr2sSLFffZySVh6mdKZki9wOcTKP5lKoUDAQdKVYvIUpi6w1HV0n8pJWITgpy4ZVZlO6hSl1OmOZ4qpoyyE568P6lSdpNUkYPpNoQMgI9RdqVifSZCzExccwrEnCUGZTxlzDlNokDH7dZ3MMNaKv0jClkIChyojVcf4MS5JD/pkm+XfGeQidTpWa6yBJyU6VeJp1Ar88xBUMBNlLp8AvepJkDxF5BlB2yN/uxpgHAj9XcBfI3/qJvCh7BH70kiiKFJsTuRfRV65jpCR/awq956LItEIw1CxpZa8RKwk1txren0/BUJH3xq9NXahZm4RhliTL1BjqSlo5E6Hi2zXcW6+FwrOdDOWFwG9R4E/cg7Z7U1fjV5qVHsmsXmNrR/6dcb7AjGyh6Kv7is7OdSiQZQGZKzqPYoWmzliWPWM2ToqqrqFMFiGpUeW9HFJS+TtDkwAeB79TNcKvsjClOH7WiTzcLtTbzTClKIugCFMmZRHUE3lOikwrir0XKAxqzhuzlCVT1TUU+1I2vjkupSNmhFqTExQK/Noi0xmmC2g8Y9xjbqd7pBKmlNMFWgfvT3ofqhT4pVnpHvQaA/lpmeThKechvKzoFKtya5FieTalmVavyqbMNflbpr7PPnCGKdU18XTZlJnPANIZ1LIx5JMYz0rTZVPyyRENdy4B4iTwZ8GgFichxRg6DWq16KuKbyTljGU4TOmllI5TZ8zpnVbJk7SaklZ+OWOiZ6zAg+hrwuspLYdkGtQZLmklrRHrlgjlnk3ZehZFzVaKguw+9JFNaVnUcmNaQt43zHsw6BBszgeQMZYH8LKi86Nx5D1MmatySB4z8SRhSlPfyO5V0a3IzSyuzD1AdEkYQR2B30M2pdgvOdWK0xWZVtWmNMnDwuQgqaBgFX3VTeS50BkrkBZ7N8OUKoPadxWF1pdNaQnViYk0Sp2xHHrGPIm+KugesmxKhV6j1rvZSsKUXmr88vuwQBiPJIFfzdsM5CF5H0HGWB5AnwXkfVXue0WXs3JIXsnfalmEYCuSRWDQhpqLPHPGzGxKCYFfm4SR1TBlQFnX0JPoq4tnTC76msOJ3LXYu91bqc6m1Ie4Wl82pemhDWD1iqCPMdQsinIgMZN8jkblWekyiSCb4dYWkjCkY2g+R714xrzwNoOQj8jPs85TzxjoOGMeCtyqVnTuBP5Qq6hr6KlAsaIMizYTL9OldNySMCSioeYkZth4fxICv/hgdUzmJoG/ObuTgC1M4Sub0pUzFsy+d9OD8LJ4jPHjTCEjNtflkBTeaZVwr+HCN3JqxWl4f5mua+ilULhKuLdNhSlDUuFepDAglUFVVk6twO+1kkkssR/yjBHaKbxkAanS6kXOmIp4qhQrzJUsgo3roBYMjXoOU3JjtSAHBYothp5HArhVsFacCDj5Wy6E2yrClH7qGsq04hTlkPh460taZVgrLmpYQpHseMQEEh9JGNwj0bq8Kj5DXBLBV/Ga5UkMZqkyjWcsKW2Ri3JIikQoWUas30VtKwlTisflqVC4JNQc9cC9BfKMEdoTAqbsq6HljHHjwteKTliReysUHrLWGcoUODfNYyYeN0i8hCn1KfVZ9IxJOEfJbEqxULhYD85ZaFoMcSFZtlVkxOrEJhUZsTLvpkxsku1eQ+BPKn9nmMDPjtlQe8YiHpIw2qjoq6lRJY6hqsi0JJHGEsKVco6yw/uzj5+O7pEMU0oWRL6yKXMfplQaY4oav7KFrS4r3SDPGKHdw5P6t9wYs6zK+UQuhLi0IRKeiddKHiLOuoYSr4oqpV4j+mpyxjLpGfPAOZJxxpSFpm3jbdbFs5OHszmR81CoZCKXaVSpw5SKTDxtqDnTnjFBK86eVBHE7LGghvcXc6+ioDKmW8lE7uYZcxpjfAwVRabtiRz4nOLPqlx4xlQK/H64t618DMXnu5tBLZ6vtRySWq8RiDNGaO/QesaUafWSFV1x/OY0wiG5tIXKM5ZjroMsHVv08Fk0qpScMS+esSwQ+HXSCBIFfvYdC2fMSeDXezdzQODX8Y1Uoq8yg1qVEatT4M/Uqlz08HjkHCnDlCYBPOJeZLoVaVTJhHvNcxAEX9l2aV1DwVC1L4osxk4OteIUdI8WcW9bYZhSWslEovVnX9hqyyFFMltbtLUjP886L5B4CBiiPo4mJdtDGY9gSXxijoVC3lZ04qSaDXkLFYFfUsJD5RnjoRAlZ0wnVphRaQvdRMBX5YJmUzBgcuBlhaaV3k2lPEk2wpTNTo+qV9FXL6V0crgqZ7pJmjGULYrUJa3U8iR6An9ueX9SBX6XMKXFGBPLmtnGUPQ2ZmxRpKvxK1kQWcdQpAro70G5tEXuPWP8OaqsZGKhezizgq06YwU5oXu0ZpAxlgcIFAV8CYbGtzuJp6ZnzG6MKQvcFuCdlYOHiILAbxcMlRBPVSn1OuKpqcCfBdFXHV/FOYZBT5wxsW+U2ZStkW9kmQicSRgO72aCU6fXOMpkEoZOa0yShOEm3CvRGWutfCNlVrMqTCnjG4k8R5toqMXAzXSYUlvjV/4cjbbkOZp176YL99bO24z6CFNqFPghw1p/rR35edZ5Bp3OmDJMKSvjUcQfIh45Y9kkgOMDgavHeybwO8UKVTXxuKGj84xlh8DfwlCzJJtSz/vLIoHfTMBQe8ZU0haidzPqkoRRoM3kyvwYyjNi1WFKpc6YEGpWZjS3ojClbAyVmXhSWYQkVcCh0M7HDz3CtnFP+/jpavx6CFMGSxLP0ebmFDhj2QxTeqN78OtQFqaMe+idtSn1or0ByEeQMZYPKPJH/nbljNlWdJ4KTWf6IaJTb1fxjXg2pUwWwRGm1KRkZ4Hr4EVwUslXibkT+M0QiZ1z1Eo8Y0renyTMZdY1VCrwF6lDJK0pCUOm9WcxqL1mUxa3Ku+mVGfMS5gyx5l4pkSQVl7GvqiVEPgTdA9/nrFEf8o8n9lOhHLwNnkSjbggUtE93OVlgDxjhPaKZHhExzfykAWUknu9JDucI9FzYyfwq/hGYT/q7WqxQsixZ8wkf3vxjLVqAj/njElq4rmWtJLpjMlFX6V1DU2dsdzw/pLeTVGeRKJRJRoughdNew8Gcx/iUqu3KwRDJVpxsRxrVJmJUDqdMeU9GHM8Rx3cWx5qNnJcKNxFIsjhnZYtal2eo3LvdCy+H/KMEdortA8RleirLExZXOTfGMtWSSRx1W+bsP1M5NFEHxXYVme6iSAW5tlEEj5ZuuAhk8vTGKoI/IHWQOAP+yd/84SLxASnnQi81DXM5Krci3fTwhlTEPhl0haJfkGF9Jx6NzWh5lAs/lmJEP5ShykT42HRqMpxXUNu6MWc3kq+IIp64d4mPGMQDlsyKlu7d9Nd6897STK7JzRbEkGtGQHDLgdNSBtqa2uha9euUFNTA126dMnqby/7xV9hTPkU2Fb/DUy44kew+641bHv57IMt7fZs+RbWvryM/X/E1Onm9t2bD0DtvkYoLi2Erj07sG1GYyM0b9rMEjWLevdm2/BWOxCug/pQPcuwKSvqZD2Q5gMQwKdXsDhRb1D+sExutX1u54YYqpYG86wYKHdb3NnxEGmOhqC4oBg6Jz5DUdzIvn3s/4W9ekKwYxn7f7gpAg21IejQqRh6DUyO2aY1H7IfHDhmPPQZOtyy/8Z1eyGypxHKTx0Knab0gUyg+rlvoO6t7VBQXgKdj+5vOe0vVr0NW9d/CqWdO8PA0WPNj779dB+EQ1Ho3L0USjsmQsl790Bk9x4mj1DYq4fZdl9jFYRjESgtLIFiHCsTMYCmA+x/gaL4daBHQL7F8pRRTJg40SDJGyeloo6WlnXhOjZmZUVlUFpQmjh3A6JVVey/xUOHxusbYtvqZmhuiEBFnzLz2kV889H77O/4WSdDxy7llp+uXbmFeTh7L5gIhd29nKd/7Fr8MYS310HpyAooHdHN8tmqJx+Huv1V0HPQEOjWpx/bFmmOwLfr4ufX46D4fYXnF9q2HWK1tRAoLYGCbt1YP2Chmj0Nu1mLzsW2exANhHB9/NuFib5LFYZ6ExsrNJqRu4mLMJtR3RBuYG27l1ZAMBGqNELNEK2phWCHDlB8UPy6xhmpelcDm9D7DiuH4tJ42+aGBti+cQOUdCyDI04907LvSHUT1L+7Awq6l0KfBZMgE4iFovDd9e+w/3c9fjAEipNGQ6ixEd7890Ps/8PZczR+5dbuaYDdW+rYY4yPIXLOmj7/nP23qLKS8dwQTZFmqG6uZv/vUmybL8KNCc8xPny9jWG8dFEKxmm4KT6q+KwUdd5iUWiMNLBMyJ4deib7pfYAxOrrobBnT/ZCNDdGoHZvI1vUDh6bfM5Ubd8Oe7duhj7DRsDII4+2/GzzF/uhaeN+KJvcG7r9aBjk2/xNxlgeGGMTF54BO/+6Oqu/n4+omDsSOo5JPqTSiQOvb4WaZZszsm9CAgGAvtcdAcGE4Zpu7P3nOjbZEDKHov6doPLX4zOyb+Rebr/ubYumGSH96Pz9g6DrcYPybv6WkCcI7Q24WsSVXGhb3MMRFx/jOmQG1OzaCQ218RUZB27H1Q1PUOTrX3Sri2VJzO1Y/kK2bMatls3iG/eHmmWfjuaGx73EgVk9YpkoBlQ/F0JcbHsgwDyCQUvIw4DC4hLoN+IQKBAJ4IkmwU7F0GFkd8gUyib3gWh9GKJVTQ5vIWZRVm3fCuHmJuv2aAzCTdF4sXDhPFhoyLYGY6Mn2Wbd4GW8bItxT2s9++86dpL4GxD0jYSwD4Y8bGEPDG+VdMSsO+teOnbpCr0GDeG7s6D4oC4ZM8QQeA8Gy4rACEUdY9jcUA/7v/suoaWVPLdIKAYRlFIw79nEOLExtO4fvWPKu4FdA6kaEbLvJZ4fks+S95gM1uw6cyuGHm1yFehVKSmzT1EBKK/sDWXlVs9i/KMAlE2shEwBr6mKM4ZD4/p9cbV/23kc2LeXvSwwDAg3Rx3yJBheZyFK6X0Y/5/wyz6eci2B/TcUUQx23vYIhpP3x5x4xQVQaKNvIIe5R/+BUNTB6YEOlhRA2ZR41CXfQMZYuwV/WMZvHktoy4YeMCqLx0VIBcEOhVB+QsKIkKAXjMnq8RD8o6h3GVScMUL5ed+sHg0hFXQc24u9ZMjcUoyQD8hPplxegFzpBAKBQCC0BZAxRiAQCAQCgZBDkDHWbmHjRhEIBAKBQGiVIGOMQCAQCAQCIYcgY4xAIBAIBAIhhyBjjEAgEAgEAiGHIGOMQCAQCAQCIYcgY4xAIBAIBAIhhyBjrJ2Ci0NTLiWBQCAQCK0bZIwRCAQCgUAg5BBkjBEIBAKBQCDkEGSMtVuQ6CuBQCAQCG0BZIwRCAQCgUAg5BBkjBEIBAKBQCDkEGSMtfswJYFAIBAIhNYMMsYIBAKBQCAQcggyxggEAoFAIBByCDLG2ikoSEkgEAgEQtsAGWMEAoFAIBAIOQQZY+0WpC9GIBAIBEJbABlj7TxQaZBRRiAQCARCqwYZYwQCgUAgEAg5BBljBAKBQCAQCDkEGWMEAoFAIBAIOQQZYwQCgUAgEAg5BBlj7R0GEfgJBAKBQGjNIGOsnSJAsq8EAoFAILQJkDFGIBAIBAKBkEOQMdbOQUFKAoFAIBBaN8gYIxAIBAKBQMghyBgjEAgEAoFAyCHIGCMQCAQCgUDIIcgYIxAIBAKBQMghyBgjEAgEAoFAyCHIGCMQCAQCgUDIIcgYa7cg0VcCgUAgENoCWoUxdvfdd8OgQYOgtLQUpkyZAu+//762/dKlS2HkyJGs/ZgxY+CFF16wfG4YBlx//fXQp08f6NChA8ycORO+/PJLS5uqqiqYO3cudOnSBcrLy+GCCy6Auro6S5u1a9fCUUcdxX7noIMOgkWLFqXxrAkEAoFAIBBagTH2+OOPw2WXXQYLFy6Ejz76CMaOHQvHHXcc7N69W9r+nXfegbPPPpsZTx9//DHMmTOHvdatW2e2QaPpzjvvhPvuuw9WrVoFZWVlbJ9NTU1mGzTE1q9fDy+//DI899xz8MYbb8D8+fPNz2tra+HYY4+FgQMHwocffgi33nor3HDDDXD//fdD2wLJvhIIBAKB0JoRMNCNlEOgJ2zSpElw1113sfexWIx5oX7zm9/AlVde6Wh/5plnQn19PTOgOI444ggYN24cM77wdPr27Qu///3v4fLLL2ef19TUQGVlJTz00ENw1llnwWeffQajRo2CDz74ACZOnMjaLF++HE444QTYtm0b+/69994L11xzDezcuROKi4tZGzyep59+Gj7//HNP54YGXdeuXdnvowcuXXjrX0tc24Tf2Q/DuoyGzXUbYfpdP0/bbxMIBAKB0N5Rm6H5u1V6xkKhEPM6YRjRPKBgkL1/9913pd/B7WJ7BHq9ePtNmzYxA0psgx2KRh9vg38xNMkNMQS2x99GTxpvM2PGDNMQ47+zceNG2L9/v/TYmpub2QCKr0zgoLWVMGhdP+0LDTECgUAgEAitHzk1xvbu3QvRaJR5rUTgezSoZMDtuvb8r1ubXr16WT4vLCyEiooKSxvZPsTfsOPmm29mhh9/oYcvE4gaEYjEwq6v5mgj1HbOjEFIIBAIBAIhPShM034IAHDVVVcx/hsHesYyYZANufWHntseDMem/fcJBAKBQCC0E89Yjx49oKCgAHbt2mXZju979+4t/Q5u17Xnf93a2BMEIpEIy7AU28j2If6GHSUlJSy2LL4IBAKBQCAQWq0xhnysww8/HFasWGFuQwI/vp86dar0O7hdbI/AjEjefvDgwcxYEtughwq5YLwN/q2urmZ8NY6VK1ey30ZuGW+DGZbhcNjyOyNGjIBu3bqlrQ8IBAKBQCDkOYwcY8mSJUZJSYnx0EMPGRs2bDDmz59vlJeXGzt37mSfn3vuucaVV15ptn/77beNwsJC469//avx2WefGQsXLjSKioqMTz/91Gxzyy23sH0888wzxtq1a43Zs2cbgwcPNhobG802s2bNMsaPH2+sWrXKeOutt4xhw4YZZ599tvl5dXW1UVlZyX5/3bp17Dg7duxo/P3vf/d8bjU1NZipyv4SCAQCgUBoG6jJ8vydc2MMsXjxYmPAgAFGcXGxMXnyZOO9994zPzv66KON8847z9L+iSeeMIYPH87aH3roocbzzz9v+TwWixnXXXcdM6bQ0DvmmGOMjRs3Wtrs27ePGV+dOnUyunTpYsybN884cOCApc0nn3xiTJ8+ne2jX79+zMjzAzLGCAQCgUBoe6jJ8vydc52x9oxs65QQCAQCgUBoOfJKZ4xAIBAIBAIh30HGGIFAIBAIBEIOQcYYgUAgEAgEQg5BxhiBQCAQCARCDkHGGIFAIBAIBEIOQcYYgUAgEAgEQg5BxhiBQCAQCARCDkHGGIFAIBAIBEIOQcYYgUAgEAgEQg5RmMsfb+/gxQ1QyZdAIBAIBELbAJ+3s1WkiIyxDOLAgQPs70EHHZTrQyEQCAQCgZDCPI5lkTINqk2ZQcRiMfjuu++gc+fOEAgE0mqxo4G3detWqnnpA9RvqYP6LjVQv6UG6rfUQP2Wvr5D0wgNsb59+0IwmHlGF3nGMggcwP79+2ds/3jB0A3nH9RvqYP6LjVQv6UG6rfUQP2Wnr7LhkeMgwj8BAKBQCAQCDkEGWMEAoFAIBAIOQQZY20QJSUlsHDhQvaX4B3Ub6mD+i41UL+lBuq31ED91nb7jgj8BAKBQCAQCDkEecYIBAKBQCAQcggyxggEAoFAIBByCDLGCAQCgUAgEHIIMsYIBAKBQCAQcggyxtog7r77bhg0aBCUlpbClClT4P3334d8wQ033MCqGYivkSNHmp83NTXBxRdfDN27d4dOnTrBaaedBrt27bLsY8uWLXDiiSdCx44doVevXrBgwQKIRCKWNq+99hpMmDCBZdYMHToUHnroIWhLeOONN+Dkk09m6tHYR08//bTlc8zbuf7666FPnz7QoUMHmDlzJnz55ZeWNlVVVTB37lwmgFheXg4XXHAB1NXVWdqsXbsWjjrqKHYtonr1okWLHMeydOlSNkbYZsyYMfDCCy9AW+23888/33H9zZo1C/K9326++WaYNGkSqzaC99ScOXNg48aNljbZvDfbyjPSS79973vfc1xzv/jFL/K63xD33nsvHHbYYaZI69SpU2HZsmXQZq83zKYktB0sWbLEKC4uNh588EFj/fr1xoUXXmiUl5cbu3btMvIBCxcuNA499FBjx44d5mvPnj3m57/4xS+Mgw46yFixYoWxevVq44gjjjCmTZtmfh6JRIzRo0cbM2fOND7++GPjhRdeMHr06GFcddVVZptvvvnG6Nixo3HZZZcZGzZsMBYvXmwUFBQYy5cvN9oK8LyuueYa48knn8RsaeOpp56yfH7LLbcYXbt2NZ5++mnjk08+MU455RRj8ODBRmNjo9lm1qxZxtixY4333nvPePPNN42hQ4caZ599tvl5TU2NUVlZacydO9dYt26d8dhjjxkdOnQw/v73v5tt3n77bdZ3ixYtYn157bXXGkVFRcann35qtMV+O++881i/iNdfVVWVpU0+9ttxxx1n/POf/2Tns2bNGuOEE04wBgwYYNTV1WX93mxLz0gv/Xb00UezcxCvObyG8rnfEM8++6zx/PPPG1988YWxceNG4+qrr2b3CPZlW7zeyBhrY5g8ebJx8cUXm++j0ajRt29f4+abbzbyxRjDiU6G6upqdjMuXbrU3PbZZ5+xSfXdd99l7/GGCwaDxs6dO8029957r9GlSxejubmZvf/DH/7ADD4RZ555JntwtkXYjYpYLGb07t3buPXWWy19V1JSwgwDBD548HsffPCB2WbZsmVGIBAwtm/fzt7fc889Rrdu3cx+Q1xxxRXGiBEjzPdnnHGGceKJJ1qOZ8qUKcZFF11ktHaojLHZs2crv0P9Fsfu3btZP7z++utZvzfb8jPS3m/cGPvd736n/A71WxJ4Xz3wwANt8nqjMGUbQigUgg8//JCFlMT6l/j+3XffhXwBhtMwjDRkyBAWDkJXMwL7JhwOW/oHwzwDBgww+wf/YsinsrLSbHPcccexIrHr168324j74G3aSx9v2rQJdu7caTlHrMGG7nWxnzDENnHiRLMNtsfrbdWqVWabGTNmQHFxsaWfMMyyf//+dtuXGLbAkMaIESPgl7/8Jezbt8/8jPotjpqaGva3oqIiq/dmW39G2vuN49FHH4UePXrA6NGj4aqrroKGhgbzM+o3gGg0CkuWLIH6+noWrmyL1xsVCm9D2Lt3L7voxIsHge8///xzyAegwYAxe5wId+zYATfeeCPj3qxbt44ZGDjB4WRo7x/8DIF/Zf3HP9O1wZu0sbGRcazaMvh5ys5R7AM0OEQUFhaySUJsM3jwYMc++GfdunVT9iXfR1sD8sN+9KMfsfP++uuv4eqrr4bjjz+ePXgLCgqo3wAgFovBJZdcAkceeSQzHhDZujfRmG2rz0hZvyHOOeccGDhwIFuAItfwiiuuYIb7k08+Cfneb59++ikzvpAfhrywp556CkaNGgVr1qxpc9cbGWOENgWc+DiQvInGGT6onnjiiTZvJBFaP8466yzz/7iqxmvw4IMPZt6yY445JqfH1lqApGlcHL311lu5PpR20W/z58+3XHOYdIPXGi4G8NrLZ4wYMYIZXuhR/M9//gPnnXcevP7669AWQWHKNgR0U+Pq254Rgu979+4N+Qhc+QwfPhy++uor1gfoNq6urlb2D/6V9R//TNcGM3bag8HHz1N3HeHf3bt3Wz7HLCPMFExHX7aX6xVD5Xhf4vWHyPd++/Wvfw3PPfccvPrqq9C/f39ze7buzbb6jFT1mwy4AEWI11y+9ltxcTHLcDz88MNZZurYsWPhb3/7W5u83sgYa0PACw8vuhUrVlhc2/geXbX5CJQMwBUirhaxb4qKiiz9g+585JTx/sG/6NoWJ8yXX36Z3Vzo3uZtxH3wNu2ljzFEhg8K8RzR7Y6cJrGf8EGGfAiOlStXsuuNTwbYBqUgkJsh9hOuVjHUlg99uW3bNsYZw+svn/sN8x3QoMAwEZ6vPQybrXuzrT0j3fpNBvQEIcRrLt/6TQU85ubm5rZ5vfmi+xNyDkyjxay3hx56iGVuzZ8/n6XRihkh7Rm///3vjddee83YtGkTS//HtGRMR8YsJJ7OjKnhK1euZOnMU6dOZS97OvOxxx7LUskxRblnz57SdOYFCxawDJy77767zUlbHDhwgKVr4wtv89tvv539/9tvvzWlLfC6eeaZZ4y1a9eyDEGZtMX48eONVatWGW+99ZYxbNgwi0QDZiyhRMO5557L0snx2sR+s0s0FBYWGn/9619ZX2I2bGuWaND1G352+eWXs2wsvP5eeeUVY8KECaxfmpqa8rrffvnLXzKpFLw3RQmGhoYGs0227s229Ix067evvvrKuOmmm1h/4TWH9+uQIUOMGTNm5HW/Ia688kqWdYr9gs8wfI9Zyy+99FKbvN7IGGuDQK0TvMhQ2wTTalHPKF+AacV9+vRh596vXz/2Hh9YHGhM/OpXv2IpzngTnXrqqezhJmLz5s3G8ccfz7Sd0JBDAy8cDlvavPrqq8a4cePY7+DDD7WA2hLw+NGYsL9QmoHLW1x33XXMKMAHyTHHHMO0ekTs27ePGRGdOnVi6d7z5s1jBokI1CibPn062weOBxp5djzxxBPG8OHDWV9imjhqA7XFfsMJEh/c+MBGw2jgwIFMU8j+0M3HfpP1Gb7E+yab92ZbeUa69duWLVuY4VVRUcGuFdSsQ8NA1BnLx35D/OxnP2P3IB4r3pP4DOOGWFu83gL4jz9fGoFAIBAIBAIhXSDOGIFAIBAIBEIOQcYYgUAgEAgEQg5BxhiBQCAQCARCDkHGGIFAIBAIBEIOQcYYgUAgEAgEQg5BxhiBQCAQCARCDkHGGIFAIBAIBEIOQcYYgUAgEAgEQg5BxhiBQMgbnH/++TBnzpyc/f65554Lf/7znz21Peuss+C2227L+DERCITcgxT4CQRCu0AgENB+vnDhQrj00ktZceby8nLINj755BP4wQ9+AN9++y106tTJtf26detgxowZsGnTJujatWtWjpFAIOQGZIwRCIR2gZ07d5r/f/zxx+H666+HjRs3mtvQAPJiBGUKP//5z6GwsBDuu+8+z9+ZNGkS8+ZdfPHFGT02AoGQW1CYkkAgtAv07t3bfKEnCT1l4jY0xOxhyu9973vwm9/8Bi655BLo1q0bVFZWwv/8z/9AfX09zJs3Dzp37gxDhw6FZcuWObxWxx9/PNsnfgfDj3v37lUeWzQahf/85z9w8sknW7bfc889MGzYMCgtLWX7+fGPf2z5HNsvWbIkbX1EIBBaJ8gYIxAIeY2HH34YevToAe+//z4zzH75y1/C6aefDtOmTYOPPvoIjj32WGZsNTQ0sPbV1dUs3Dh+/HhYvXo1LF++HHbt2gVnnHGG8jfWrl0LNTU1MHHiRHMbfve3v/0t3HTTTcyDh/vBsKSIyZMns+Nqbm7OYA8QCIRcg4wxAoGQ1xg7dixce+21zEN11VVXMS8VGmcXXngh24bhzn379jGDCnHXXXcxQwyJ+CNHjmT/f/DBB+HVV1+FL774QvobyBMrKCiAXr16mdu2bNkCZWVlcNJJJ8HAgQPZftA4E9G3b18IhUKWECyBQGh/IGOMQCDkNQ477DDz/2gwde/eHcaMGWNuw/AhYvfu3SYRHw0vzkHDFxpliK+//lr6G42NjVBSUmJJMvjhD3/IjLAhQ4Ywz9ujjz5qet84OnTowP7atxMIhPYFMsYIBEJeo6ioyPIeDSZxGzegYrEY+1tXV8e4XGvWrLG8vvzyS0eYkQM9bWhQoZeLA/loGAZ97LHHoE+fPswDh146DINyVFVVsb89e/ZM81kTCITWBDLGCAQCwQcmTJgA69evh0GDBjFyv/jCsKMM48aNY383bNhg2Y7ZlTNnzoRFixaxMOjmzZth5cqVlkSB/v37M2OOQCC0X5AxRiAQCD6AMhPosTr77LPhgw8+YKHJF198kWVfYtakDOjZQiPurbfeMrc999xzcOeddzKvGnLKHnnkEeZ9GzFihNnmzTffZAkEBAKhfYOMMQKBQPABJNW//fbbzPBCQwn5ZSiNgUKywWBQqzOGvDAObP/kk0+yzMxDDjmE6Y9hyPLQQw9lnzc1NcHTTz/NEgkIBEL7Bom+EggEQhaAJH70eqEg7dSpU13b33vvvfDUU0/BSy+9lJXjIxAIuQN5xggEAiELwMxIDEXqxGFFYBLB4sWLM35cBAIh9yDPGIFAIBAIBEIOQZ4xAoFAIBAIhByCjDECgUAgEAiEHIKMMQKBQCAQCIQcgowxAoFAIBAIhByCjDECgUAgEAiEHIKMMQKBQCAQCIQcgowxAoFAIBAIhByCjDECgUAgEAiEHIKMMQKBQCAQCATIHf4/yWmy2RvpLy8AAAAASUVORK5CYII=", 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" ] @@ -685,7 +685,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "id": "3d89bc5e", "metadata": {}, "outputs": [ @@ -695,13 +695,13 @@ "" ] }, - "execution_count": 12, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -717,17 +717,17 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "173da9bc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "222.87990586395358" + "np.float64(228.07491340249447)" ] }, - "execution_count": 13, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -739,23 +739,23 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "id": "fc748735", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 14, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -771,17 +771,17 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "id": "89d3dd21", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2.087289702477976" + "np.float64(2.1510028292512295)" ] }, - "execution_count": 15, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -793,9 +793,9 @@ ], "metadata": { "kernelspec": { - "display_name": "electrolyzer", + "display_name": "Python 3.11.11 ('bert')", "language": "python", - "name": "electrolyzer" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -807,7 +807,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.11.11" + }, + "vscode": { + "interpreter": { + "hash": "a0dac1f70fdc281b4d1c97050cac2e7deb2e5a93625d03e31dc0baefa4755e69" + } } }, "nbformat": 4, diff --git a/examples/example_02_electrolyzer/example_run.py b/examples/example_02_electrolyzer/example_run.py index a90d333..bbdc823 100644 --- a/examples/example_02_electrolyzer/example_run.py +++ b/examples/example_02_electrolyzer/example_run.py @@ -2,11 +2,12 @@ This example performs a fully controlled electrolyzer simulation using the `run_electrolyzer` function. See `example_run.ipynb` for an interactive option. """ + import os import numpy as np -from electrolyzer import run_electrolyzer +from electrolyzer.simulation.bert import run_electrolyzer fname_input_modeling = os.path.join( @@ -22,4 +23,4 @@ power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 res = run_electrolyzer(fname_input_modeling, power_test_signal) -# print(res) +print(res) diff --git a/examples/example_02_electrolyzer/modeling_options.yaml b/examples/example_02_electrolyzer/modeling_options.yaml index d57241b..fc0501b 100644 --- a/examples/example_02_electrolyzer/modeling_options.yaml +++ b/examples/example_02_electrolyzer/modeling_options.yaml @@ -4,12 +4,15 @@ general: electrolyzer: dt: 1 # default + supervisor: + n_stacks: 7 + + controller: + control_type: BaselineDeg + stack: - cell_area: 1000.0 + cell_type: PEM max_current: 2000 temperature: 60 n_cells: 100 stack_rating_kW: 500 - control: - n_stacks: 7 - control_type: BaselineDeg # default diff --git a/examples/example_03_optimization/modeling_options.yaml b/examples/example_03_optimization/modeling_options.yaml index b6b90d9..43c435c 100644 --- a/examples/example_03_optimization/modeling_options.yaml +++ b/examples/example_03_optimization/modeling_options.yaml @@ -4,12 +4,26 @@ general: electrolyzer: dt: 1 # default + supervisor: + system_rating_MW: 2.0 + + controller: + control_type: BaselineDeg + stack: - cell_area: 1000.0 + cell_type: PEM max_current: 2000 temperature: 60 n_cells: 100 stack_rating_kW: 500 - control: - system_rating_MW: 2.0 - control_type: BaselineDeg + + + # stack: + # cell_area: 1000.0 + # max_current: 2000 + # temperature: 60 + # n_cells: 100 + # stack_rating_kW: 500 + # control: + # system_rating_MW: 2.0 + # control_type: BaselineDeg diff --git a/examples/example_03_optimization/optimization.ipynb b/examples/example_03_optimization/optimization.ipynb index 9bf110f..02e1fe7 100644 --- a/examples/example_03_optimization/optimization.ipynb +++ b/examples/example_03_optimization/optimization.ipynb @@ -1,536 +1,678 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example: Modeling Based on System/Stack Ratings\n", - "\n", - "This example demonstrates the use of `calc_rated_system` to test electrolyzer system configurations. Given a baseline electrolyzer definition, this tool will tune parameters such that the overall system matches a desired system rating.\n", - "\n", - "For a given baseline electrolyzer stack, and desired system rating, the function implements the following procedure:\n", - "\n", - "- determine a number of stacks by dividing the system rating by baseline stack rating\n", - "- tune stack parameters to achieve a stack rating that matches the desired system rating when multiplied by the number of stacks\n", - " - modify number of cells to get close to desired stack rating\n", - " - solve for the residual power rating by modifying cell area\n", - " \n", - "This approach is intended to allow for smooth scaling of electrolyzer system sizes for hybrid system optimization without modifying electrolyzer configurations beyond acceptable values.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import pprint\n", - "import copy\n", - "\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from electrolyzer import run_electrolyzer, run_lcoh\n", - "from electrolyzer.inputs import validation as val\n", - "from electrolyzer.glue_code.optimization import calc_rated_system" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Model Creation" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{ 'electrolyzer': { 'control': { 'control_type': 'BaselineDeg',\n", - " 'n_stacks': 1,\n", - " 'system_rating_MW': 2.0},\n", - " 'costs': {},\n", - " 'description': 'A PEM electrolyzer model',\n", - " 'dt': 3600,\n", - " 'initial_power_kW': 0.0,\n", - " 'initialize': False,\n", - " 'name': 'electrolyzer_001',\n", - " 'stack': { 'cell_area': 1000.0,\n", - " 'include_degradation_penalty': True,\n", - " 'max_current': 2000,\n", - " 'n_cells': 100,\n", - " 'stack_rating_kW': 500,\n", - " 'temperature': 60}},\n", - " 'general': {'verbose': False}}\n" - ] - } + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Example: Modeling Based on System/Stack Ratings\n", + "\n", + "This example demonstrates the use of `calc_rated_system` to test electrolyzer system configurations. Given a baseline electrolyzer definition, this tool will tune parameters such that the overall system matches a desired system rating.\n", + "\n", + "For a given baseline electrolyzer stack, and desired system rating, the function implements the following procedure:\n", + "\n", + "- determine a number of stacks by dividing the system rating by baseline stack rating\n", + "- tune stack parameters to achieve a stack rating that matches the desired system rating when multiplied by the number of stacks\n", + " - modify number of cells to get close to desired stack rating\n", + " - solve for the residual power rating by modifying cell area\n", + " \n", + "This approach is intended to allow for smooth scaling of electrolyzer system sizes for hybrid system optimization without modifying electrolyzer configurations beyond acceptable values.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pprint\n", + "import copy\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from electrolyzer.simulation.bert import run_electrolyzer\n", + "from electrolyzer.tools.analysis.run_lcoh import run_lcoh\n", + "import electrolyzer.tools.validation as val\n", + "from electrolyzer.tools.design.optimization import calc_rated_system" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Model Creation" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{ 'electrolyzer': { 'cell_params': { 'ALK_params': { 'electrode': { 'A_electrode': 300,\n", + " 'd_ac': 0.25,\n", + " 'd_am': 0.125,\n", + " 'd_cm': 0.125,\n", + " 'e_a': 0.2,\n", + " 'e_c': 0.2},\n", + " 'electrolyte': { 'w_koh': 30},\n", + " 'membrane': { 'A_membrane': 300,\n", + " 'e_m': 0.05},\n", + " 'model': 'default_hri',\n", + " 'pressure_operating': 1,\n", + " 'turndown_ratio': 0.25},\n", + " 'PEM_params': { 'cell_area': 1000,\n", + " 'max_current_density': 2,\n", + " 'turndown_ratio': 0.1},\n", + " 'cell_type': 'PEM',\n", + " 'max_current_density': 2},\n", + " 'controller': { 'control_type': 'BaselineDeg',\n", + " 'policy': { 'baseline': True,\n", + " 'eager_off': False,\n", + " 'eager_on': False,\n", + " 'even_dist': False,\n", + " 'sequential': False}},\n", + " 'costs': {},\n", + " 'degradation': { 'ALK_params': { 'rate_fatigue': 1.2820512820512823e-05,\n", + " 'rate_onoff': 0.00030726072607260716,\n", + " 'rate_steady': 5.092592592592592e-09},\n", + " 'PEM_params': { 'rate_fatigue': 3.33330244e-07,\n", + " 'rate_onoff': 0.000147821515,\n", + " 'rate_steady': 1.41737929e-10}},\n", + " 'description': 'An electrolyzer model',\n", + " 'dt': 1,\n", + " 'initial_power_kW': 0.0,\n", + " 'initialize': False,\n", + " 'name': 'electrolyzer_001',\n", + " 'stack': { 'cell_type': 'PEM',\n", + " 'include_degradation_penalty': True,\n", + " 'max_current': 2000,\n", + " 'n_cells': 100,\n", + " 'stack_rating_kW': 500,\n", + " 'temperature': 60},\n", + " 'supervisor': {'n_stacks': 1, 'system_rating_MW': 2.0}},\n", + " 'general': {'verbose': False}}\n" + ] + } + ], + "source": [ + "fname_input_modeling = \"./modeling_options.yaml\"\n", + "modeling_options = val.load_modeling_yaml(fname_input_modeling)\n", + "pp = pprint.PrettyPrinter(indent=4)\n", + "\n", + "pp.pprint(modeling_options)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_systems(models):\n", + " \"\"\"Plot a series of configured systems.\"\"\"\n", + " fig, axes = plt.subplots(5, 1, figsize=(6, 8))\n", + " fig.tight_layout()\n", + "\n", + " # n_cells = [m[\"electrolyzer\"][\"stack\"][\"n_cells\"] for m in models]\n", + " # cell_area = [m[\"electrolyzer\"][\"stack\"][\"cell_area\"] for m in models]\n", + " # stack_rating = [m[\"electrolyzer\"][\"stack\"][\"stack_rating_kW\"] for m in models]\n", + " # n_stacks = [m[\"electrolyzer\"][\"control\"][\"n_stacks\"] for m in models]\n", + " # system_ratings = [m[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] for m in models]\n", + "\n", + " n_cells = [m[\"electrolyzer\"][\"stack\"][\"n_cells\"] for m in models]\n", + " cell_area = [m[\"electrolyzer\"][\"cell_params\"][\"PEM_params\"][\"cell_area\"] for m in models]\n", + " max_current = [m[\"electrolyzer\"][\"stack\"][\"max_current\"] for m in models]\n", + " stack_rating = [m[\"electrolyzer\"][\"stack\"][\"stack_rating_kW\"] for m in models]\n", + " n_stacks = [m[\"electrolyzer\"][\"supervisor\"][\"n_stacks\"] for m in models]\n", + " system_ratings = [m[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"] for m in models]\n", + "\n", + " axes[0].plot(system_ratings, n_cells)\n", + " axes[0].set_ylabel(\"Cell Count\")\n", + " axes[0].set_title(\"Model Configurations\")\n", + "\n", + " axes[1].plot(system_ratings, cell_area)\n", + " axes[1].set_ylabel(\"Cell Area ($cm^2$)\")\n", + " \n", + " axes[2].plot(system_ratings, max_current)\n", + " axes[2].set_ylabel(\"Max Current ($A$)\")\n", + "\n", + " axes[3].plot(system_ratings, n_stacks)\n", + " axes[3].set_ylabel(\"Stack Count\")\n", + "\n", + " axes[4].plot(system_ratings, stack_rating)\n", + " axes[4].set_ylabel(\"Stack Rating (kW)\")\n", + " axes[4].set_xlabel(\"System Rating (MW)\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def build_models(system_ratings, modeling_options):\n", + " models = []\n", + " options = copy.deepcopy(modeling_options)\n", + "\n", + " for sys_rating in system_ratings:\n", + " options[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"] = sys_rating\n", + " options_tuned = calc_rated_system(options)\n", + " models.append(options_tuned)\n", + "\n", + " return models\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Baseline Case\n", + "\n", + "This case shows the system configuration when stacks are tuned to a value that evenly divides desired system rating." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "system_ratings = np.linspace(1.0, 100, 100) # divides evenly\n", + "models = build_models(system_ratings, modeling_options)\n", + "\n", + "plot_systems(models)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Another Case\n", + "\n", + "In this case, the stacks need more tuning to match the desired system rating. However, these changes show the same general behavior as the baseline case." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# divides unevenly\n", + "system_ratings_uneven = np.arange(1.0, 100, 1.3)\n", + "\n", + "models_uneven = build_models(system_ratings_uneven, modeling_options)\n", + "\n", + "plot_systems(models_uneven)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Running Models for H2 Production\n", + "\n", + "Run the models and compare H2 production based on test power signals. The power signals are set to match the electrolyzer system rated power for each simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def create_power_signal(rating):\n", + " \"\"\"Create cosine test signal from rating (MW).\"\"\"\n", + " test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10)\n", + " base_value = (rating / 2) + 0.2\n", + " variation_value = rating - base_value\n", + " power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6\n", + " \n", + " return power_test_signal" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "system_ratings = np.linspace(1.0, 10, 20)\n", + "\n", + "models = build_models(system_ratings, modeling_options)\n", + "\n", + "plot_systems(models)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot(xlabel=\"Time (s)\", ylabel=\"Power (MW)\")\n", + "ax.set_title(\"Power Signal\")\n", + "ax.plot(create_power_signal(12.0) / 1e6)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running for System size: 1.0\n", + "Running for System size: 1.4736842105263157\n", + "Running for System size: 1.9473684210526314\n", + "Running for System size: 2.4210526315789473\n", + "Running for System size: 2.894736842105263\n", + "Running for System size: 3.3684210526315788\n", + "Running for System size: 3.8421052631578947\n", + "Running for System size: 4.315789473684211\n", + "Running for System size: 4.789473684210526\n", + "Running for System size: 5.263157894736842\n", + "Running for System size: 5.7368421052631575\n" + ] + } + ], + "source": [ + "h2_results = []\n", + "\n", + "for m in models:\n", + " sys_rating = m[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"]\n", + " print(\"Running for System size: \", sys_rating)\n", + " power_test_signal = create_power_signal(sys_rating)\n", + " _, res = run_electrolyzer(m, power_test_signal)\n", + " h2_results.append(res)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "h2_prod = [r[\"kg_rate\"].sum() for r in h2_results]\n", + "h2_rates = [r[\"kg_rate\"] for r in h2_results]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$H_2$ Produced (kg)')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "ax.plot(system_ratings, h2_prod)\n", + "ax.set_xlabel(\"System Rating (MW)\")\n", + "ax.set_title(\"$H_2$ Production Scaling\")\n", + "ax.set_ylabel(\"$H_2$ Produced (kg)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.set_xlabel(\"Time (s)\")\n", + "ax.set_ylabel(\"$H_2$ Rate (kg/s)\")\n", + "control_type = modeling_options[\"electrolyzer\"][\"controller\"][\"control_type\"]\n", + "ax.set_title(f\"$H_2$ Rate By System ({control_type})\")\n", + "\n", + "for r in h2_rates:\n", + " ax.plot(h2_results[0].index, r)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Alternate form: `run_electrolyzer` using `optimize=True`\n", + "\n", + "This approach will perform the same run as `run_electrolyzer` above, but improves efficiency by only keeping track of necessary metrics for optimization." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running for System size: 1.0\n", + "Running for System size: 1.4736842105263157\n", + "Running for System size: 1.9473684210526314\n", + "Running for System size: 2.4210526315789473\n", + "Running for System size: 2.894736842105263\n", + "Running for System size: 3.3684210526315788\n", + "Running for System size: 3.8421052631578947\n", + "Running for System size: 4.315789473684211\n", + "Running for System size: 4.789473684210526\n", + "Running for System size: 5.263157894736842\n", + "Running for System size: 5.7368421052631575\n", + "Running for System size: 6.2105263157894735\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[1;32mc:\\Users\\ztully\\Documents\\electrolyzer_model\\electrolyzer\\examples\\example_03_optimization\\optimization.ipynb Cell 20\u001b[0m line \u001b[0;36m9\n\u001b[0;32m 7\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mRunning for System size: \u001b[39m\u001b[39m\"\u001b[39m, sys_rating)\n\u001b[0;32m 8\u001b[0m power_test_signal \u001b[39m=\u001b[39m create_power_signal(sys_rating)\n\u001b[1;32m----> 9\u001b[0m h2, curr_density \u001b[39m=\u001b[39m run_electrolyzer(options, power_test_signal, optimize\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m)\n\u001b[0;32m 10\u001b[0m h2_results_opt\u001b[39m.\u001b[39mappend(h2)\n\u001b[0;32m 11\u001b[0m curr_density_results\u001b[39m.\u001b[39mappend(curr_density)\n", + "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\glue_code\\run_electrolyzer.py:143\u001b[0m, in \u001b[0;36mrun_electrolyzer\u001b[1;34m(input_modeling, power_signal, optimize)\u001b[0m\n\u001b[0;32m 140\u001b[0m modeling_options \u001b[39m=\u001b[39m input_modeling\n\u001b[0;32m 142\u001b[0m \u001b[39mif\u001b[39;00m optimize:\n\u001b[1;32m--> 143\u001b[0m \u001b[39mreturn\u001b[39;00m _run_electrolyzer_opt(modeling_options, power_signal)\n\u001b[0;32m 145\u001b[0m \u001b[39mreturn\u001b[39;00m _run_electrolyzer_full(modeling_options, power_signal)\n", + "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\glue_code\\run_electrolyzer.py:98\u001b[0m, in \u001b[0;36m_run_electrolyzer_opt\u001b[1;34m(modeling_options, power_signal)\u001b[0m\n\u001b[0;32m 92\u001b[0m \u001b[39m# Run electrolyzer simulation\u001b[39;00m\n\u001b[0;32m 93\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(\u001b[39mlen\u001b[39m(power_signal)):\n\u001b[0;32m 94\u001b[0m \u001b[39m# TODO: replace with proper logging\u001b[39;00m\n\u001b[0;32m 95\u001b[0m \u001b[39m# if (i % 1000) == 0:\u001b[39;00m\n\u001b[0;32m 96\u001b[0m \u001b[39m# print('Progress', i)\u001b[39;00m\n\u001b[0;32m 97\u001b[0m \u001b[39m# print(i)\u001b[39;00m\n\u001b[1;32m---> 98\u001b[0m loop_H2, loop_h2_mfr, loop_power_left, curtailed \u001b[39m=\u001b[39m elec_sys\u001b[39m.\u001b[39;49mrun_control(\n\u001b[0;32m 99\u001b[0m power_signal[i]\n\u001b[0;32m 100\u001b[0m )\n\u001b[0;32m 102\u001b[0m tot_kg \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m loop_H2\n\u001b[0;32m 103\u001b[0m new_curr \u001b[39m=\u001b[39m \u001b[39mmax\u001b[39m([s\u001b[39m.\u001b[39mI \u001b[39m/\u001b[39m s\u001b[39m.\u001b[39mcell\u001b[39m.\u001b[39mcell_area \u001b[39mfor\u001b[39;00m s \u001b[39min\u001b[39;00m elec_sys\u001b[39m.\u001b[39mstacks])\n", + "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\supervisor.py:258\u001b[0m, in \u001b[0;36mSupervisor.run_control\u001b[1;34m(self, power_in)\u001b[0m\n\u001b[0;32m 256\u001b[0m \u001b[39m# simulate one time step for each stack\u001b[39;00m\n\u001b[0;32m 257\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_stacks):\n\u001b[1;32m--> 258\u001b[0m H2_mfr, H2_mass_i, power_left_i \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mstacks[i]\u001b[39m.\u001b[39;49mrun(stack_power[i])\n\u001b[0;32m 260\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdeg_state[i] \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mstacks[i]\u001b[39m.\u001b[39mV_degradation\n\u001b[0;32m 262\u001b[0m H2_mass_flow_rate[i] \u001b[39m=\u001b[39m H2_mfr\n", + "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\stack.py:240\u001b[0m, in \u001b[0;36mStack.run\u001b[1;34m(self, P_in)\u001b[0m\n\u001b[0;32m 237\u001b[0m V \u001b[39m=\u001b[39m \u001b[39m0\u001b[39m\n\u001b[0;32m 239\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mcell_voltage \u001b[39m=\u001b[39m V\n\u001b[1;32m--> 240\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mvoltage_history \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39;49mappend(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mvoltage_history, [V])\n\u001b[0;32m 242\u001b[0m \u001b[39m# check if it is an hour to decide whether to calculate fatigue\u001b[39;00m\n\u001b[0;32m 243\u001b[0m hourly_temp \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mhourly_counter\n", + "File \u001b[1;32m<__array_function__ internals>:180\u001b[0m, in \u001b[0;36mappend\u001b[1;34m(*args, **kwargs)\u001b[0m\n", + "File \u001b[1;32mc:\\Users\\ztully\\.conda\\envs\\electrolyzer\\Lib\\site-packages\\numpy\\lib\\function_base.py:5444\u001b[0m, in \u001b[0;36mappend\u001b[1;34m(arr, values, axis)\u001b[0m\n\u001b[0;32m 5442\u001b[0m values \u001b[39m=\u001b[39m ravel(values)\n\u001b[0;32m 5443\u001b[0m axis \u001b[39m=\u001b[39m arr\u001b[39m.\u001b[39mndim\u001b[39m-\u001b[39m\u001b[39m1\u001b[39m\n\u001b[1;32m-> 5444\u001b[0m \u001b[39mreturn\u001b[39;00m concatenate((arr, values), axis\u001b[39m=\u001b[39;49maxis)\n", + "File \u001b[1;32m<__array_function__ internals>:180\u001b[0m, in \u001b[0;36mconcatenate\u001b[1;34m(*args, **kwargs)\u001b[0m\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "h2_results_opt = []\n", + "curr_density_results = []\n", + "\n", + "for sys_rating in system_ratings:\n", + " options = copy.deepcopy(modeling_options)\n", + " options[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"] = sys_rating\n", + " print(\"Running for System size: \", sys_rating)\n", + " power_test_signal = create_power_signal(sys_rating)\n", + " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n", + " h2_results_opt.append(h2)\n", + " curr_density_results.append(curr_density)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ax = plt.subplot()\n", + "ax.plot(system_ratings, h2_results_opt)\n", + "ax.set_title(\"$H_2$ Production Scaling\")\n", + "ax.set_xlabel(\"System Rating (MW)\")\n", + "ax.set_ylabel(\"$H_2$ Produced (kg)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ax = plt.subplot()\n", + "ax.plot(system_ratings, curr_density_results)\n", + "ax.set_xlabel(\"System Rating (MW)\")\n", + "ax.set_ylabel(\"Current Density (A/$cm^2$)\")\n", + "ax.set_title(\"Maximum Current Density\")\n", + "ax.set_ylim(0, 2.5)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "system_ratings = np.linspace(1.0, 1.01, 20)\n", + "\n", + "models = build_models(system_ratings, modeling_options)\n", + "\n", + "plot_systems(models)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running for System size: 1.0\n", + "Running for System size: 1.0005263157894737\n", + "Running for System size: 1.0010526315789474\n", + "Running for System size: 1.0015789473684211\n", + "Running for System size: 1.0021052631578948\n", + "Running for System size: 1.0026315789473683\n", + "Running for System size: 1.003157894736842\n", + "Running for System size: 1.0036842105263157\n", + "Running for System size: 1.0042105263157894\n", + "Running for System size: 1.0047368421052632\n", + "Running for System size: 1.0052631578947369\n", + "Running for System size: 1.0057894736842106\n", + "Running for System size: 1.0063157894736843\n", + "Running for System size: 1.006842105263158\n", + "Running for System size: 1.0073684210526317\n", + "Running for System size: 1.0078947368421052\n", + "Running for System size: 1.0084210526315789\n", + "Running for System size: 1.0089473684210526\n", + "Running for System size: 1.0094736842105263\n", + "Running for System size: 1.01\n" + ] + } + ], + "source": [ + "h2_results_opt = []\n", + "\n", + "for sys_rating in system_ratings:\n", + " options = copy.deepcopy(modeling_options)\n", + " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n", + " print(\"Running for System size: \", sys_rating)\n", + " power_test_signal = create_power_signal(sys_rating)\n", + " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n", + " h2_results_opt.append(h2)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$H_2$ Produced (kg)')" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot()\n", + "ax.plot(system_ratings, h2_results_opt)\n", + "ax.set_title(\"$H_2$ Production Scaling\")\n", + "ax.set_xlabel(\"System Rating (MW)\")\n", + "ax.set_ylabel(\"$H_2$ Produced (kg)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 2.5)" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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ss88wfPhwXL58GZ9//jlat27d0iXRE46nvYiIiEhUDLbnZ8OGDejbty+sra3h7OyMiRMnIjU1td51am5I+ODjt99+a6aqiYiIyNAZbPiJjo7GwoULcfr0aURGRqKiogKBgYFaXx9fm9TUVGRlZakfHTt2bIaKiYiI6HHw2Jz2unPnDpydnREdHY2hQ4fWukxUVBQCAgKQl5cHOzu75i2QiIiIHguPzdVecrkcgPZ9g2rj6+uL0tJSdOvWDW+//TYCAgLqXFapVGp8db9KpUJubi4cHR3r/ep7IiIiMhw1X/rp7u4OI6P6T2w9Fj0/giBgwoQJyMvLQ2xsbJ3LpaamIiYmBn369IFSqcTevXsRGhqKqKioOnuL3n33XaxZs6apSiciIqJmdOPGDfW97eryWISfhQsX4rvvvkNcXNxDD+hB48aNg0QiwZEjR2qd/2DPj1wuh4eHB27cuAEbGxud6iYiIqLmoVAo0LZtW+Tn58PW1rbeZQ3+tNfixYtx5MgRxMTENDj4AMCAAQOwb9++OufLZDKteykBVV+Tz/BDRET0eHmUISsGG34EQcDixYtx+PBhREVFNfpuxAkJCXBzc9NzdURERPS4Mtjws3DhQuzfvx/ffPMNrK2tkZ2dDQCwtbWFubk5AGDFihXIzMzEnj17AABbtmyBl5cXunfvjrKyMuzbtw8RERGIiIhoseMgIiIiw2Kw4Wfbtm0AgOHDh2u079q1S3335KysLGRkZKjnlZWVISQkBJmZmTA3N0f37t3x3XffYcyYMc1VNhERERm4x2LAc3NSKBSwtbWFXC7nmB8iIqLHREM+vw32G56JiIiImgLDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJCsMPERERiQrDDxEREYkKww8RERGJisGGnw0bNqBv376wtraGs7MzJk6ciNTU1IeuFx0djT59+sDMzAzt2rVDaGhoM1RLREREjwuDDT/R0dFYuHAhTp8+jcjISFRUVCAwMBBFRUV1rpOWloYxY8ZgyJAhSEhIwMqVK/H6668jIiKiGSsnIiIiQyYRBEFo6SIexZ07d+Ds7Izo6GgMHTq01mWWL1+OI0eOICUlRd02f/58JCUl4dSpU4+0H4VCAVtbW8jlctjY2Oildmo5KpWA33MKcS2nEM42Mng4WMDZWgaJRNLSpRERGQSVSkDq7QLEp+fibFoukm7mw9LUGN5OlvBysoSXowW8HC3h7WSJVgb8/2dDPr+Nm6kmncnlcgCAg4NDncucOnUKgYGBGm1BQUHYuXMnysvLYWJiorWOUqmEUqlUTysUCj1V3LJUKgFllSooy1VQVlZWPVeooKyohLJChbKK6unyyur2mrbq6XIVyh5Yz8bMBN1b26CHuy3atbKC1Mjw/gEoSsuRmJGPCxl5OH89D4k38lFQWqGxjJmJETwcLKoflvBwMIenoyXaOligrYM5ZMbSFqqeiKjplVWocDFTrg4759JzoXjg/0kA+C27QKvN0lQKT0dLeDlVBSIvp6pQ5OVoCScrU4MNRg96LMKPIAgIDg7GU089hR49etS5XHZ2NlxcXDTaXFxcUFFRgbt378LNzU1rnQ0bNmDNmjV6r7kxBEFAabkKBaXlUJRWoKC0HAWlFdWPcvWzorQCivuma5YpLqtQh5WySlWT1mpmYoSublVBqLu7DXq0tkVHF6tmDQ6CICDtbhHOX8/DhYx8JGTkIfV2AR7syzQ3kaKTqzXuFSpxK78EpeUqXL1diKu3C7W2KZEArjZm8HCwgKdjdUBytKyadrCAnYXJY/OPm4gIAIqUFbiQkYf4tFycTc9F4o18lJZrfkZYmErh52GPvl4O6ONpj7LKSqTfLUb6vSKk3S1C+r0iZOaVoKisEleyFLiSpd1RYCUzhqejRVUgcryv18jJEo6WhhWMHovws2jRIiQnJyMuLu6hyz744tac1avrRV+xYgWCg4PV0wqFAm3bttWh2tqd+uMeTv1xtzrU3BdalH+FF0VJOSpU+j8LKZEAMmMjyIylVc8mVT+bSmt+rp42/uvnmnbT+9a7U6DEpUw5rmQpUFxWiYSMfCRk5Kv3YyKVoKOztToM9Whtg65uNrAw1c+vWXFZBZJuyHEhIw8XrufhQkYe8orLtZbzcLCAn4cd+njaw9fDHl1crWEsrRreVl6pQmZeCTJyi3E9txg3cotx/V4Rrt8rRkZuMYrLKpElL0WWvBRn0nK1tm0tM4aHOhRZwNOhKhi52sogNTKCsZEERkYSSCUSSI2qHxIJpNKqZyMjwNjICEaSun8nSbwEQYCyQoXiskoUKSuqnssqUKysei5SVqCorBLFDz7XzFNW/1w9TwDQ1c0GPm3s4NPWFj5t7GBvadrSh/nEEgQBN/NKcClTjtuKUjhayeBkJUMr66qHjZlxs/y7zy0qU/fqxKfn4vItBSof+GxxsDSFv6c9+nk7oK+XA7q528BEWv8wYGVFJW7mlSD97l+BKP1uMdLuFuGWvASFygpcvqXA5VvawchaZgwvJ0t4OlrA28kST3VwQv92jno97oYw+PCzePFiHDlyBDExMWjTpk29y7q6uiI7O1ujLScnB8bGxnB0rP1FlslkkMlkequ3Lqf/vIePfr72SMtKJFUJ2sbMBNZmfz1XPUweeK6ab2NuDEuZMczuDzEmVaHF2Eii139wlSoB6feKqn7JM+W4dEuOy7cUyC8uV/9F8OX5m+pjaedkie7uVWGoe3VPkZ1F/f8B1/wnUhN0zmfkISWrQOsfsKmxEXza2MLPwx5+nvbw9bCDs7VZnds1kRpV/TXiZFnrPu8VlSEjtxgZ1WGoKhQVISO3GLcVShTU84+7oYwk1UHICJph6b7QZGQkgbGRBBamxnCwNIW9pSkcLEzgYCmDg6VJ1XTNw8IUdhamMDU22OsYnniCIKBQWYH84nLIS8qhKKl6rnnk3/ezovpRWBNyqp/1/QdQlrwUP/+Wo572cLCAT1s7+LSxhU9bO/Rwt4W5qWGd6q2oVOF2gRJWpsawtdAermAIKlVVPc+Xb8lxKVOOS5kKXL4lr/X0UQ1TqRFaWcvgZC1DKysZWlmbVj9XPe4PSg35o/FmXnF12MlDfHouruVo92q3tjNXB51+3vZo38qqwZ8LMmMp2reyQvtWVlrzlBWVuJFbjLS7xVXh6F4RrleHo1vyEhQoK3AxU46LmVVDWAQBLRp+DHbAsyAIWLx4MQ4fPoyoqCh07NjxoessX74cR48exZUrV9Rtr732GhITE1t8wPPJ1BycSLmtEV5sNILNX2HG0tQYRgY4nqY+giAgM79EHYgu31Lg0i05biuUtS7fxt68qofI3RbdW9ugi6sNsuQlVaewrufjfEYe7hRor+tmawY/T3v4edijj6c9urnZNNuHfUlZJW7mFat7iTKqe40ycotxt7AMKpWACpWASkFQ/9wSrM2qg5KFqfrZ0apm2uSBaVPYmJk8dr9vzaFIWYHM/BLcKyyDvKRMI8RUPSqQX1ymEXAUpRVaAb2xzEyMYCUzhoWpMSxMpbCUVT+bGsNC9tezlakxLGTGsDSV/vVsagxLmVQ9tiP5phxJN/Lx513tq2WlRhJ0crFWhyGfNnbo5GKl7i1tKkXKCvUfGDdyi3E9t0j98828EvW/HzsLE3g6WsLTwQJejhbq8Saejs13KqW8UoVrOYW4VPN/23094A8ylRqhs6s12tibI7eoDHcKlbhboKw3FNXGwlRaFYSstIORk5UMtxWliE/PRXxaLm7JS7XW7+hshb7eDujn5YC+3g5obWfe6OPXVWl5JTJyq0JR1Wm0Yozu4YqhnVrpdT8N+fw22PCzYMEC7N+/H9988w06d+6sbre1tYW5edWbuGLFCmRmZmLPnj0Aqi5179GjB+bNm4e5c+fi1KlTmD9/Pg4cOIDJkyc/0n55tZd+3SlQ4nJ1z1DVX0gKZOQWP9K6JlIJurnboo+HPfw87eDnYQ/3FvwH3Biq6jBUqap+CAIqKzUDUqVKgEqo+rlm+YrKqraa9QqVFcgrLkNuUTlyi5TILSpHXlEZcovLkFtUhryiMuQVl6Exn7tSI0lVEDc3Ufci2piZwNbcpLrtr3lVbTW9jVVtZiZGj+UpvEJlBTLzSnAzr+rD9mZeMTLzS6p/LkFuUVmjt21qbAQ786rXS+Nhod1mJTP+K9hUP1uYGjfJBQXy4nJczJQj6WY+Em/kI+lGPnJq+SPDzMQIPdxt0av6dFnvtnbwcLBo0PssCALuFChxPfe+Pxiq/1io+YOhPiZSCcor6/+FVo8xcbTUfHaybPRVnaXllbh6uwCXMqv+gLucKUdKdgHKKrTHUZqZGKGbW/Vp/uo/5Do6W9f6B1lpeSXuFipxp0CJu4VluFNQ9fOdwlLcLagKSTVtJeXaoao+UiMJerS2RT+vqjE7/l4OcBDh6c0nIvzU9Uu7a9cuzJw5EwAwc+ZMpKenIyoqSj0/Ojoay5Ytw+XLl+Hu7o7ly5dj/vz5j7xfhp+mJy8px5XqMFTzV9QfdwrhYClTj9Xx87RHz9a2MDMxrO54Q6ZSCVCUluNedRjKrQ5Ef02Xa0znFZWhQNmwv0ZrYyo1Ugci6/vCku19YcpKVtWjaSmr+tnKzBhWsqoPe8vqefr+sC9UVlQFm9yS6lBTrA42N/OKax0v9iAbM2O0spbB1twEdham6sBSc3x2dYSax+n3NlteisQb+Ui+mY+km/lIvinXukISqOqB6dXGDr3b1IQiO9iYG+NmXkmtp4kzcou1BtU+yN7CRH1RgafDX2PpPBws4GpjhtKKmh6Dql7W9Ht/jdG7JS/RurjhfuYmUng6WtwXiqoG33o6WcLNxgxGRhIUl1UgJUtRFXQy5bh0S4HfbxfU2mtrLTNGt/vGMzblVa9FyorqYFTVa3R/MLpbqEROgRJWMmP4ezmgv7cDfD3s9Da28nH2RISflsLw0zLKK1V6H5tED1dWoUJe9akbRWnNWJSqqwkV1adxFOpTOtrz9HWKB4C656OqJ6TqtI61mbE6INUEqAeDU0WlgMz7g01+1c/5jxBubM1N0MbevPphofHc2t4cNmaGOd6kKalUAtLuFSHpRlUQSryRjyu3FLVeQSqRoN4AYiQB3O3M/7py0sHyvqsoLXR6fUvL/zoNXROKap5v5pXU+7tpamyEVlayOgOUvYVJdcip6tHp0doGbe0teHrYwDH86IDhh+jRCIKAorJKdXBSlFTUGaKKyipQqKxEYWk5ipSVKFRWVLWVVjTp2Cg7i+pwY2ehGXIczNHazhzWIgw3jVFWoUJqdgESb+ZXh6J8/J5TCEGoCq0135vl6aj51RCt7c0fegVRU6i5qjO9upfo/ucbucUap9NcbGTVp6xs0aO6Z8fN1ox/iD2GGH50wPBD1HxqLu2uuUy7UFlRFYweeP7r50qt+UYSiVbvTWt7hpumVqisQGl5pcF9f8vDVKoE3MovwW1FKTwcLeq9OpQeL0/kNzwT0ZNHIpHAzEQKMxMpHLWvniUDZlV9KvJxIzWSVH+bu0VLl0ItiF8IQkRERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREomKsj42Ul5cjOzsbxcXFaNWqFRwcHPSxWSIiIiK9a3TPT2FhIf773/9i+PDhsLW1hZeXF7p164ZWrVrB09MTc+fORXx8vD5rJSIiItJZo8LPf/7zH3h5eWHHjh0YMWIEDh06hMTERKSmpuLUqVNYvXo1Kioq8Le//Q2jRo3C77//ru+6iYiIiBpFIgiC0NCVnn/+eaxatQo9e/asdzmlUomdO3fC1NQUc+bMaXSRzUmhUMDW1hZyuRw2NjYtXQ4RERE9goZ8fjcq/DzJGH6IiIgePw35/ObVXkRERCQqDQ4/JSUlyMzM1Gq/fPmyXgoiIiIiakoNCj9fffUVOnXqhDFjxqBXr144c+aMet7LL7+s9+KIiIiI9K1B4WfdunW4cOECkpKSEBYWhtmzZ2P//v0AAA4dIiIiosdBg77ksLy8HK1atQIA+Pv7IyYmBpMmTcK1a9cgkUiapEAiIiIifWpQz4+zszOSk5PV046OjoiMjERKSopGOxEREZGhalD42bt3L5ydnTXaTE1NceDAAURHR+u1MCIiIqKm0KDTXm3atKlz3uDBg3UuhoiIiKip6Xxj0/z8fOzcuRPZ2dnw9vZG79694ePjA0tLS33UR0RERKRXOoefSZMm4eLFi+jbty++//57XL16FSqVCu3atUPv3r3xxRdf6KNOIiIiIr3QOfycOXMG0dHR8Pf3B1B1P6/Lly8jKSkJSUlJOhdIREREpE86h58ePXrAyOivcdMymQx+fn7w8/PTddNEREREeqfzvb02btyId955B6Wlpfqoh4iIiKhJ6dzz4+3tjYKCAnTt2hVTp05F//794evrCw8PD33UR0RERKRXOvf8TJ48GTdu3EBAQADOnj2LV155Bd7e3nB0dMSIESP0USMRERGR3ujc83PlyhWcPn0avXr1UrdlZGQgISEBiYmJum6eiIiISK90Dj99+/ZFYWGhRpuHhwc8PDwwYcIEXTdPREREpFc6n/ZaunQp3n33XeTl5emjHiIiIqImpXPPz+TJkwEAHTt2xPjx4zFgwAD4+vqiV69ekMlkOhdIREREpE86h5+0tDQkJiYiKSkJiYmJ2LhxI9LT0yGVStGlSxfe7Z2IiIgMis7hx9PTE56enhrjewoKCpCYmMjgQ0RERAZHIgiCoMsG4uLiYG1tDR8fH33V1KIUCgVsbW0hl8thY2PT0uUQERHRI2jI57fOA54XL16M8+fPa7VfvXoVcrlc180TERER6ZXO4Sc1NRXDhg3Taj958iSmTp2q6+aJiIiI9Ern8GNjY4Pc3Fyt9iFDhuDs2bO6bp6IiIhIr3QOP+PHj8f777+vvWEjI5SVlem6eSIiIiK90jn8rF+/HrGxsXj66afVV3eVlpZi48aNGre8ICIiIjIEOl/q7uTkhFOnTuG1115D7969IZPJUFFRAVtbWxw9elQfNRIRERHpTaPDz8qVKzFx4kT069cPnp6eOHbsGDIyMpCYmAgTExP0798fDg4O+qyViIiISGeNDj9ZWVkYO3YspFIpxo0bh4kTJ2LkyJEYP368PusjIiIi0qtGj/nZtWsXbt++jS+++AJ2dnYIDg6Gk5MTJk2ahPDwcNy9e1efdRIRERHphc7f8Hy/lJQUHD16FN988w3OnTuH/v37Y/z48Zg6dSpat26tr900KX7DMxER0eOnIZ/feg0/98vJycG3336Lb775BkOGDEFISEhT7EbvGH6IiIgePw35/Nb5aq+6ODs7w8/PD7Nnz26qXRARERE1mM7f8/MguVyOTz/9FH5+fujTp4++N09ERESkE72Fn59//hnTpk2Dm5sbPv74Y4wZMwbnzp3T1+aJiIiI9EKn0143b95EeHg4wsLCUFRUhBdeeAHl5eWIiIhAt27d9FUjERERkd40uudnzJgx6NatG65cuYKPP/4Yt27dwscff6zP2hATE4Nx48bB3d0dEokEX3/9db3LR0VFQSKRaD1+++03vdZFREREj69G9/wcP34cr7/+Ol577TV07NhRnzWpFRUVwcfHB7NmzcLkyZMfeb3U1FSNkd6tWrVqivKIiIjoMdTo8BMbG4uwsDD4+/ujS5cuePnllzFlyhR91obRo0dj9OjRDV7P2dkZdnZ2eq2FiIiIngyNPu01cOBA7NixA1lZWZg3bx4OHjyI1q1bQ6VSITIyEgUFBfqss0F8fX3h5uaGkSNH4uTJk/Uuq1QqoVAoNB5ERET05NL5ai8LCwvMnj0bcXFxuHjxIv7xj3/gX//6F5ydnZv9Pl9ubm7Yvn07IiIicOjQIXTu3BkjR45ETExMnets2LABtra26kfbtm2bsWIiIiJqbk3yDc+VlZU4evQowsLCcOTIEb1sUyKR4PDhw5g4cWKD1hs3bhwkEkmddSiVSiiVSvW0QqFA27Zt+Q3PREREj5GGfMNzo3p+MjIy6p0vlUoxceJEdeDIzMxszG70YsCAAfj999/rnC+TyWBjY6PxICIioidXo8JP3759MXfuXJw9e7bOZeRyOXbs2IEePXrg0KFDjS5QVwkJCXBzc2ux/RMREZFhadTVXikpKVi/fj1GjRoFExMT+Pv7w93dHWZmZsjLy8OVK1dw+fJl+Pv749///nejrtgCgMLCQly7dk09nZaWhsTERDg4OMDDwwMrVqxAZmYm9uzZAwDYsmULvLy80L17d5SVlWHfvn2IiIhAREREo/ZPRERET55GhR8HBwe8//77WLduHY4dO4bY2Fikp6ejpKQETk5OeOmllxAUFIQePXroVNy5c+cQEBCgng4ODgYAzJgxA+Hh4cjKytI4BVdWVoaQkBBkZmbC3Nwc3bt3x3fffYcxY8boVAcRERE9OZpkwPPjrCEDpoiIiMgwNPmAZyIiIqLHFcMPERERiQrDDxEREYkKww8RERGJCsMPERERiYrO4WfmzJn13juLiIiIyJDoHH4KCgoQGBiIjh07Yv369S16KwsiIiKih9E5/ERERCAzMxOLFi3Cl19+CS8vL4wePRpfffUVysvL9VEjERERkd7oZcyPo6MjlixZgoSEBJw9exYdOnTAyy+/DHd3dyxbtqzeG4sSERERNSe9DnjOysrC8ePHcfz4cUilUowZMwaXL19Gt27d8J///EefuyIiIiJqFJ3DT3l5OSIiIjB27Fh4enriyy+/xLJly5CVlYXdu3fj+PHj2Lt3L9auXauPeomIiIh00qgbm97Pzc0NKpUKU6dOxdmzZ9G7d2+tZYKCgmBnZ6frroiIiIh0pnP4WbJkCf7xj3/AwsJCo10QBNy4cQMeHh6wt7dHWlqarrsiIiIi0pnOp73effddFBYWarXn5ubC29tb180TERER6ZXO4UcQhFrbCwsLYWZmpuvmiYiIiPSq0ae9goODAQASiQSrVq3SOO1VWVmJM2fO1Dr+h4iIiKglNTr8JCQkAKjq+bl48SJMTU3V80xNTeHj44OQkBDdKyQiIiLSo0aHn5MnTwIAZs2ahQ8//BA2NjZ6K4qIiIioqeh8tdeuXbv0UQcRERFRs2hU+AkODsb//d//wdLSUj32py6bN29uVGFERERETaFR4SchIUF909KasT+1kUgkjauKiIiIqIlIhLquVRcphUIBW1tbyOVyjmMiIiJ6TDTk81vn7/kpKSlBcXGxevr69evYsmULjh8/ruumiYiIiPRO5/AzYcIE7NmzBwCQn5+Pfv364YMPPsCECROwbds2nQskIiIi0iedw8+FCxcwZMgQAMBXX30FV1dXXL9+HXv27MFHH32kc4FERERE+qRz+CkuLoa1tTUA4Pjx45g0aRKMjIwwYMAAXL9+XecCiYiIiPRJ5/DToUMHfP3117hx4wZ+/PFHBAYGAgBycnI4YJiIiIgMjs7hZ9WqVQgJCYGXlxf69++PgQMHAqjqBfL19dW5QCIiIiJ90sul7tnZ2cjKyoKPjw+MjKry1NmzZ2FjY4MuXbroXGRz4qXuREREj5+GfH7rfHsLAHB1dYWrq6tGW79+/fSxaSIiIiK90kv4OXHiBE6cOIGcnByoVCqNeWFhYfrYBREREZFe6Bx+1qxZg7Vr18Lf3x9ubm68pQUREREZNJ3DT2hoKMLDw/Hyyy/rox4iIiKiJqXz1V5lZWUYNGiQPmohIiIianI6h585c+Zg//79+qiFiIiIqMnpfNqrtLQU27dvx08//YRevXrBxMREY/7mzZt13QURERGR3ugcfpKTk9G7d28AwKVLlzTmcfAzERERGRqdw8/Jkyf1UQcRERFRs9B5zA8RERHR40Qv4Sc2NhbTpk3DwIEDkZmZCQDYu3cv4uLi9LF5IiIiIr3ROfxEREQgKCgI5ubmSEhIgFKpBAAUFBRg/fr1OhdIREREpE86h59169YhNDQUO3bs0LjSa9CgQbhw4YKumyciIiLSK53DT2pqKoYOHarVbmNjg/z8fF03T0RERKRXOocfNzc3XLt2Tas9Li4O7dq103XzRERERHqlc/iZN28elixZgjNnzkAikeDWrVv4/PPPERISggULFuijRiIiIiK90fl7ft544w3I5XIEBASgtLQUQ4cOhUwmQ0hICBYtWqSPGomIiIj0RiIIgqCPDRUXF+PKlStQqVTo1q0brKys9LHZZqdQKGBrawu5XA4bG5uWLoeIiIgeQUM+v3Xq+VGpVAgPD8ehQ4eQnp4OiUQCb29vPPfcc3j55Zd5ewsiIiIyOI0e8yMIAsaPH485c+YgMzMTPXv2RPfu3XH9+nXMnDkTzz77rD7rJCIiItKLRvf8hIeHIyYmBidOnEBAQIDGvJ9//hkTJ07Enj17MH36dJ2LJCIiItKXRvf8HDhwACtXrtQKPgAwYsQIvPnmm/j88891Ko6IiIhI3xodfpKTkzFq1Kg6548ePRpJSUmN3TwRERFRk2h0+MnNzYWLi0ud811cXJCXl9fYzRMRERE1iUaHn8rKShgb1z1kSCqVoqKiorGbJyIiImoSjR7wLAgCZs6cCZlMVuv8mru7ExERERmSRoefGTNmPHQZXulFREREhqbR4WfXrl36rIOIiIioWeh8Y1MiIiKixwnDDxEREYkKww8RERGJCsMPERERiYrO4ScjIwOCIGi1C4KAjIwMXTdPREREpFc6hx9vb2/cuXNHqz03Nxfe3t66bp6IiIhIr3QOP4IgQCKRaLUXFhbCzMxMp23HxMRg3LhxcHd3h0Qiwddff/3QdaKjo9GnTx+YmZmhXbt2CA0N1akGIiIierI0+nt+goODAQASiQTvvPMOLCws1PMqKytx5swZ9O7dW6fiioqK4OPjg1mzZmHy5MkPXT4tLQ1jxozB3LlzsW/fPvzyyy9YsGABWrVq9UjrExER0ZOv0eEnISEBQFXPz8WLF2FqaqqeZ2pqCh8fH4SEhOhU3OjRozF69OhHXj40NBQeHh7YsmULAKBr1644d+4c3n//fYYfIiIiAqBD+Dl58iQAYNasWfjwww9hY2Ojt6Ia69SpUwgMDNRoCwoKws6dO1FeXg4TExOtdZRKpcZ9yBQKRZPXSURERC1H5zE/u3btMojgAwDZ2dlwcXHRaHNxcUFFRQXu3r1b6zobNmyAra2t+tG2bdvmKJWIiIhaSKN7fu534sQJnDhxAjk5OVCpVBrzwsLC9LGLR/bg4Ouay/BrG5QNACtWrFCPXwKqen4YgIiIiJ5cOoefNWvWYO3atfD394ebm1udIaM5uLq6Ijs7W6MtJycHxsbGcHR0rHUdmUwGmUzWHOURERGRAdA5/ISGhiI8PBwvv/yyPurRycCBA3H06FGNtuPHj8Pf37/W8T5EREQkPjqP+SkrK8OgQYP0UYuWwsJCJCYmIjExEUDVpeyJiYnqb45esWIFpk+frl5+/vz5uH79OoKDg5GSkoKwsDDs3LlT56vOiIiI6Mmhc/iZM2cO9u/fr49atJw7dw6+vr7w9fUFUPXdQr6+vli1ahUAICsrS+MWGt7e3jh27BiioqLQu3dv/N///R8++ugjXuZOREREahKhthtzNcCSJUuwZ88e9OrVC7169dI6vbR582adCmxuCoUCtra2kMvlBnMVGxEREdWvIZ/fOo/5SU5OVn+T86VLlzTmteTgZyIiIqLa6Bx+ar7skIiIiOhxoPOYHyIiIqLHiV7CT2xsLKZNm4aBAwciMzMTALB3717ExcXpY/NEREREeqNz+ImIiEBQUBDMzc2RkJCgvk9WQUEB1q9fr3OBRERERPqkc/hZt24dQkNDsWPHDo0rvQYNGoQLFy7ounkiIiIivdI5/KSmpmLo0KFa7TY2NsjPz9d180RERER6pXP4cXNzw7Vr17Ta4+Li0K5dO103T0RERKRXOoefefPmYcmSJThz5gwkEglu3bqFzz//HCEhIViwYIE+aiQiIiLSG52/5+eNN96AXC5HQEAASktLMXToUMhkMoSEhGDRokX6qJGIiIhIb3QKP+Xl5QgMDMR///tfvPXWW7hy5QpUKhW6desGKysrfdVIREREpDc6hR8TExNcunQJEokEFhYW8Pf311ddRERERE1C5zE/06dPx86dO/VRCxEREVGT03nMT1lZGT777DNERkbC398flpaWGvMft7u6ExER0ZNN5/Bz6dIl+Pn5AQCuXr2qMY93dSciIiJDw7u6ExERkajoNOanvLwcAQEBWj0+RERERIZKp/Bz/9VeRERERI8DXu1FREREosKrvYiIiEhUeLUXERERiQqv9iIiIiJR0XnMDxEREdHjROeen7Vr19Y7f9WqVbrugoiIiEhvdA4/hw8f1pguLy9HWloajI2N0b59e4YfIiIiMig6h5+EhAStNoVCgZkzZ+LZZ5/VdfNEREREetUkY35sbGywdu1avPPOO02xeSIiIqJGa7IBz/n5+ZDL5U21eSIiIqJG0fm010cffaQxLQgCsrKysHfvXowaNUrXzRMRERHplc7h5z//+Y/GtJGREVq1aoUZM2ZgxYoVum6eiIiISK90Dj9paWn6qIOIiIioWTR6zM/PP/+Mbt26QaFQaM2Ty+Xo3r07YmNjdSqOiIiISN8aHX62bNmCuXPnwsbGRmuera0t5s2bx5uaEhERkcFpdPhJSkqqd0BzYGAgzp8/39jNExERETWJRoef27dvw8TEpM75xsbGuHPnTmM3T0RERNQkGh1+WrdujYsXL9Y5Pzk5GW5ubo3dPBEREVGTaHT4GTNmDFatWoXS0lKteSUlJVi9ejXGjh2rU3FERERE+iYRBEFozIq3b9+Gn58fpFIpFi1ahM6dO0MikSAlJQWffPIJKisrceHCBbi4uOi75ialUChga2sLuVxe62BuIiIiMjwN+fxu9Pf8uLi44Ndff8Vrr72GFStWoCZDSSQSBAUF4dNPP33sgg8RERE9+XT6kkNPT08cO3YMeXl5uHbtGgRBQMeOHWFvb6+v+oiIiIj0SudveAYAe3t79O3bVx+bIiIiImpSTXZXdyIiIiJDxPBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiYvDh59NPP4W3tzfMzMzQp08fxMbG1rlsVFQUJBKJ1uO3335rxoqJiIjIkBl0+Pnf//6HpUuX4q233kJCQgKGDBmC0aNHIyMjo971UlNTkZWVpX507NixmSomIiIiQ2fQ4Wfz5s145ZVXMGfOHHTt2hVbtmxB27ZtsW3btnrXc3Z2hqurq/ohlUqbqWIiIiIydAYbfsrKynD+/HkEBgZqtAcGBuLXX3+td11fX1+4ublh5MiROHnyZL3LKpVKKBQKjQcRERE9uQw2/Ny9exeVlZVwcXHRaHdxcUF2dnat67i5uWH79u2IiIjAoUOH0LlzZ4wcORIxMTF17mfDhg2wtbVVP9q2bavX4yAiIiLDYtzSBTyMRCLRmBYEQautRufOndG5c2f19MCBA3Hjxg28//77GDp0aK3rrFixAsHBwepphULBAERERPQEM9ieHycnJ0ilUq1enpycHK3eoPoMGDAAv//+e53zZTIZbGxsNB5ERET05DLY8GNqaoo+ffogMjJSoz0yMhKDBg165O0kJCTAzc1N3+URERHRY8qgT3sFBwfj5Zdfhr+/PwYOHIjt27cjIyMD8+fPB1B1yiozMxN79uwBAGzZsgVeXl7o3r07ysrKsG/fPkRERCAiIqIlD4OIiIgMiEGHnylTpuDevXtYu3YtsrKy0KNHDxw7dgyenp4AgKysLI3v/CkrK0NISAgyMzNhbm6O7t2747vvvsOYMWNa6hCIiIjIwEgEQRBaughDolAoYGtrC7lczvE/REREj4mGfH4b7JgfIiIioqbA8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiwvBDREREosLwQ0RERKLC8ENERESiYvDh59NPP4W3tzfMzMzQp08fxMbG1rt8dHQ0+vTpAzMzM7Rr1w6hoaHNVCkRERE9Dgw6/Pzvf//D0qVL8dZbbyEhIQFDhgzB6NGjkZGRUevyaWlpGDNmDIYMGYKEhASsXLkSr7/+OiIiIpq5ciIiIjJUEkEQhJYuoi79+/eHn58ftm3bpm7r2rUrJk6ciA0bNmgtv3z5chw5cgQpKSnqtvnz5yMpKQmnTp16pH0qFArY2tpCLpfDxsZG94MgIiKiJteQz2+D7fkpKyvD+fPnERgYqNEeGBiIX3/9tdZ1Tp06pbV8UFAQzp07h/Ly8iarlYiIiB4fxi1dQF3u3r2LyspKuLi4aLS7uLggOzu71nWys7NrXb6iogJ3796Fm5ub1jpKpRJKpVI9LZfLAVQlSCIiIno81HxuP8oJLYMNPzUkEonGtCAIWm0PW7629hobNmzAmjVrtNrbtm3b0FKJiIiohRUUFMDW1rbeZQw2/Dg5OUEqlWr18uTk5Gj17tRwdXWtdXljY2M4OjrWus6KFSsQHBysnlapVMjNzYWjo2O9IUvMFAoF2rZtixs3bnBclAHg+2FY+H4YFr4fhqUp3w9BEFBQUAB3d/eHLmuw4cfU1BR9+vRBZGQknn32WXV7ZGQkJkyYUOs6AwcOxNGjRzXajh8/Dn9/f5iYmNS6jkwmg0wm02izs7PTrXiRsLGx4X8mBoTvh2Hh+2FY+H4YlqZ6Px7W41PDYAc8A0BwcDA+++wzhIWFISUlBcuWLUNGRgbmz58PoKrXZvr06erl58+fj+vXryM4OBgpKSkICwvDzp07ERIS0lKHQERERAbGYHt+AGDKlCm4d+8e1q5di6ysLPTo0QPHjh2Dp6cnACArK0vjO3+8vb1x7NgxLFu2DJ988gnc3d3x0UcfYfLkyS11CERERGRgDDr8AMCCBQuwYMGCWueFh4drtQ0bNgwXLlxo4qrETSaTYfXq1VqnC6ll8P0wLHw/DAvfD8NiKO+HQX/JIREREZG+GfSYHyIiIiJ9Y/ghIiIiUWH4ISIiIlFh+CEiIiJRYfihR7Jhwwb07dsX1tbWcHZ2xsSJE5GamtrSZVG1DRs2QCKRYOnSpS1diqhlZmZi2rRpcHR0hIWFBXr37o3z58+3dFmiVFFRgbfffhve3t4wNzdHu3btsHbtWqhUqpYuTRRiYmIwbtw4uLu7QyKR4Ouvv9aYLwgC3n33Xbi7u8Pc3BzDhw/H5cuXm60+hh96JNHR0Vi4cCFOnz6NyMhIVFRUIDAwEEVFRS1dmujFx8dj+/bt6NWrV0uXImp5eXkYPHgwTExM8P333+PKlSv44IMP+I3xLWTjxo0IDQ3F1q1bkZKSgk2bNuHf//43Pv7445YuTRSKiorg4+ODrVu31jp/06ZN2Lx5M7Zu3Yr4+Hi4urrib3/7GwoKCpqlPl7qTo1y584dODs7Izo6GkOHDm3pckSrsLAQfn5++PTTT7Fu3Tr07t0bW7ZsaemyROnNN9/EL7/8gtjY2JYuhQCMHTsWLi4u2Llzp7pt8uTJsLCwwN69e1uwMvGRSCQ4fPgwJk6cCKCq18fd3R1Lly7F8uXLAQBKpRIuLi7YuHEj5s2b1+Q1seeHGkUulwMAHBwcWrgScVu4cCGeeeYZPP300y1diugdOXIE/v7+eP755+Hs7AxfX1/s2LGjpcsSraeeegonTpzA1atXAQBJSUmIi4vDmDFjWrgySktLQ3Z2NgIDA9VtMpkMw4YNw6+//tosNRj8NzyT4REEAcHBwXjqqafQo0ePli5HtA4ePIgLFy4gPj6+pUshAH/++Se2bduG4OBgrFy5EmfPnsXrr78OmUymcQ9Cah7Lly+HXC5Hly5dIJVKUVlZiffeew9Tp05t6dJELzs7GwDg4uKi0e7i4oLr1683Sw0MP9RgixYtQnJyMuLi4lq6FNG6ceMGlixZguPHj8PMzKylyyEAKpUK/v7+WL9+PQDA19cXly9fxrZt2xh+WsD//vc/7Nu3D/v370f37t2RmJiIpUuXwt3dHTNmzGjp8ghVp8PuJwiCVltTYfihBlm8eDGOHDmCmJgYtGnTpqXLEa3z588jJycHffr0UbdVVlYiJiYGW7duhVKphFQqbcEKxcfNzQ3dunXTaOvatSsiIiJaqCJx++c//4k333wTf//73wEAPXv2xPXr17FhwwaGnxbm6uoKoKoHyM3NTd2ek5Oj1RvUVDjmhx6JIAhYtGgRDh06hJ9//hne3t4tXZKojRw5EhcvXkRiYqL64e/vj5deegmJiYkMPi1g8ODBWl//cPXqVXh6erZQReJWXFwMIyPNjzipVMpL3Q2At7c3XF1dERkZqW4rKytDdHQ0Bg0a1Cw1sOeHHsnChQuxf/9+fPPNN7C2tlafs7W1tYW5uXkLVyc+1tbWWuOtLC0t4ejoyHFYLWTZsmUYNGgQ1q9fjxdeeAFnz57F9u3bsX379pYuTZTGjRuH9957Dx4eHujevTsSEhKwefNmzJ49u6VLE4XCwkJcu3ZNPZ2WlobExEQ4ODjAw8MDS5cuxfr169GxY0d07NgR69evh4WFBV588cXmKVAgegQAan3s2rWrpUujasOGDROWLFnS0mWI2tGjR4UePXoIMplM6NKli7B9+/aWLkm0FAqFsGTJEsHDw0MwMzMT2rVrJ7z11luCUqls6dJE4eTJk7V+ZsyYMUMQBEFQqVTC6tWrBVdXV0EmkwlDhw4VLl682Gz18Xt+iIiISFQ45oeIiIhEheGHiIiIRIXhh4iIiESF4YeIiIhEheGHiIiIRIXhh4iIiESF4YeIiIhEheGHiOgB6enpkEgkSExMbJb9vfPOO3j11VebZV81lEolPDw8cP78+WbdL5EhYPghekLl5ORg3rx58PDwgEwmg6urK4KCgnDq1Cm9bH/mzJmYOHGiXrbV2P1LJBJIJBIYGxvDw8MDr732GvLy8hq8nQePo23btsjKymqWW4Xcvn0bH374IVauXKlRk0Qiwfz587WWX7BgASQSCWbOnAkACA0NhbW1NSoqKtTLFBYWwsTEBEOGDNFYNzY2FhKJBFevXoVMJkNISAiWL1/eNAdGZMAYfoieUJMnT0ZSUhJ2796Nq1ev4siRIxg+fDhyc3NbujS9GTVqFLKyspCeno7PPvsMR48exYIFC3TerlQqhaurK4yNm/72hzt37sTAgQPh5eWl0d62bVscPHgQJSUl6rbS0lIcOHAAHh4e6raAgAAUFhbi3Llz6rbY2Fi4uroiPj4excXF6vaoqCi4u7ujU6dOAICXXnoJsbGxSElJaaKjIzJMDD9ET6D8/HzExcVh48aNCAgIgKenJ/r164cVK1bgmWeeAQDMnj0bY8eO1VivoqICrq6uCAsLAwB89dVX6NmzJ8zNzeHo6Iinn34aRUVFePfdd7F7925888036t6XqKgoAEBmZiamTJkCe3t7ODo6YsKECUhPT1fvo6anZf369XBxcYGdnR3WrFmDiooK/POf/4SDgwPatGmjrqE+NT1abdq0QWBgIKZMmYLjx4+r51dWVuKVV16Bt7c3zM3N0blzZ3z44Yfq+XUdx4OnvaKioiCRSHDixAn4+/vDwsICgwYN0rqL+7p16+Ds7Axra2vMmTMHb775Jnr37l3vMRw8eBDjx4/Xavfz84OHhwcOHTqkbjt06BDatm0LX19fdVvnzp3h7u6ufv1r6p0wYQLat2+PX3/9VaM9ICBAPe3o6IhBgwbhwIED9dZI9KRh+CF6AllZWcHKygpff/01lEplrcvMmTMHP/zwA7KystRtx44dQ2FhIV544QVkZWVh6tSpmD17NlJSUhAVFYVJkyZBEASEhITghRdeUPe8ZGVlYdCgQSguLkZAQACsrKwQExODuLg4WFlZYdSoUSgrK1Pv5+eff8atW7cQExODzZs3491338XYsWNhb2+PM2fOYP78+Zg/fz5u3LjxyMf8559/4ocffoCJiYm6TaVSoU2bNvjiiy9w5coVrFq1CitXrsQXX3wBAHUeR13eeustfPDBBzh37hyMjY017hD++eef47333sPGjRtx/vx5eHh4YNu2bfXWnJeXh0uXLsHf37/W+bNmzcKuXbvU02FhYbXelXz48OE4efKkevrkyZMYPnw4hg0bpm4vKyvDqVOnNMIPAPTr1w+xsbH11kn0xGm2W6gSUbP66quvBHt7e8HMzEwYNGiQsGLFCiEpKUljmW7dugkbN25UT0+cOFGYOXOmIAiCcP78eQGAkJ6eXuv2Z8yYIUyYMEGjbefOnULnzp0FlUqlblMqlYK5ubnw448/qtfz9PQUKisr1ct07txZGDJkiHq6oqJCsLS0FA4cOFDn8c2YMUOQSqWCpaWlYGZmpr5r9ObNm+t9XRYsWCBMnjy53uNIS0sTAAgJCQmCIPx1h+qffvpJvcx3330nABBKSkoEQRCE/v37CwsXLtTYzuDBgwUfH586a0lISBAACBkZGVrHNmHCBOHOnTuCTCYT0tLShPT0dMHMzEy4c+eOMGHCBPXdsQVBELZv3y5YWloK5eXlgkKhEIyNjYXbt28LBw8eFAYNGiQIgiBER0cLAIQ//vhDY18ffvih4OXlVe9rRvSkYc8P0RNq8uTJuHXrFo4cOYKgoCBERUXBz88P4eHh6mXmzJmj7lnIycnBd999p+5Z8PHxwciRI9GzZ088//zz2LFjx0MHE58/fx7Xrl2DtbW1uvfJwcEBpaWl+OOPP9TLde/eHUZGf/334+Ligp49e6qnpVIpHB0dkZOTU+/+AgICkJiYiDNnzmDx4sUICgrC4sWLNZYJDQ2Fv78/WrVqBSsrK+zYsQMZGRn1v3h16NWrl/pnNzc3AFDXmJqain79+mks/+D0g2rG85iZmdU638nJCc888wx2796NXbt24ZlnnoGTk5PWcgEBASgqKkJ8fDxiY2PRqVMnODs7Y9iwYYiPj0dRURGioqLg4eGBdu3aaaxrbm6uMS6ISAwYfoieYGZmZvjb3/6GVatW4ddff8XMmTOxevVq9fzp06fjzz//xKlTp7Bv3z54eXmprxCSSqWIjIzE999/j27duuHjjz9G586dkZaWVuf+VCoV+vTpg8TERI3H1atX8eKLL6qXu//UFABIJJJa21QqVb3HZ2lpiQ4dOqBXr1746KOPoFQqsWbNGvX8L774AsuWLcPs2bNx/PhxJCYmYtasWRqn4Bri/holEon6mB9sqyEIQr3bqwky9YXK2bNnIzw8HLt37671lBcAdOjQAW3atMHJkydx8uRJDBs2DADg6uoKb29v/PLLLzh58iRGjBihtW5ubi5atWpVb51ETxqGHyIR6datG4qKitTTjo6OmDhxInbt2oVdu3Zh1qxZGstLJBIMHjwYa9asQUJCAkxNTXH48GEAgKmpKSorKzWW9/Pzw++//w5nZ2d06NBB42Fra9vkx7d69Wq8//77uHXrFoCqq54GDRqEBQsWwNfXFx06dNDogarrOBqjc+fOOHv2rEbb/Vdg1aZ9+/awsbHBlStX6lymZrxUWVkZgoKC6lwuICAAUVFRiIqKwvDhw9Xtw4YNw48//ojTp09rjfcBgEuXLmkMoCYSA4YfoifQvXv3MGLECOzbtw/JyclIS0vDl19+iU2bNmHChAkay86ZMwe7d+9GSkoKZsyYoW4/c+YM1q9fj3PnziEjIwOHDh3CnTt30LVrVwCAl5cXkpOTkZqairt376K8vBwvvfQSnJycMGHCBMTGxiItLQ3R0dFYsmQJbt682eTHPXz4cHTv3h3r168HUNUjcu7cOfz444+4evUq3nnnHcTHx2usU9txNMbixYuxc+dO7N69G7///jvWrVuH5ORkrd6g+xkZGeHpp59GXFxcnctIpVKkpKQgJSUFUqm0zuUCAgIQFxeHxMREdc8PUBV+duzYgdLS0lrDT2xsLAIDAx/xKImeDAw/RE8gKysr9O/fH//5z38wdOhQ9OjRA++88w7mzp2LrVu3aiz79NNPw83NDUFBQXB3d1e329jYICYmBmPGjEGnTp3w9ttv44MPPsDo0aMBAHPnzkXnzp3V42l++eUXWFhYICYmBh4eHpg0aRK6du2K2bNno6SkBDY2Ns1y7MHBwdixYwdu3LiB+fPnY9KkSZgyZQr69++Pe/fuaX0PUG3H0RgvvfQSVqxYgZCQEPj5+SEtLQ0zZ86sczxPjVdffRUHDx6s9xSfjY3NQ1+/gIAAlJSUoEOHDnBxcVG3Dxs2DAUFBWjfvj3atm2rsc6pU6cgl8vx3HPPPcIREj05JMLDTkoT0ROtuLgY7u7uCAsLw6RJk1q6nCfK3/72N7i6umLv3r11LiMIAgYMGIClS5di6tSpzVgd8Pzzz8PX11fj26WJxKDpv76UiAySSqVCdnY2PvjgA9ja2tb6RXv06IqLixEaGoqgoCBIpVIcOHAAP/30EyIjI+tdTyKRYPv27UhOTm6mSqsolUr4+Phg2bJlzbpfIkPAnh8ikUpPT4e3tzfatGmD8PBwjBw5sqVLeqyVlJRg3LhxuHDhApRKJTp37oy3336bvWlEBojhh4iIiESFA56JiIhIVBh+iIiISFQYfoiIiEhUGH6IiIhIVBh+iIiISFQYfoiIiEhUGH6IiIhIVBh+iIiISFQYfoiIiEhU/h8uuswspaqcKgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot()\n", + "ax.plot(system_ratings, curr_density_results)\n", + "ax.set_xlabel(\"System Rating (MW)\")\n", + "ax.set_ylabel(\"Current Density (A/$cm^2$)\")\n", + "ax.set_title(\"Maximum Current Density\")\n", + "ax.set_ylim(0, 2.5)" + ] + } ], - "source": [ - "fname_input_modeling = \"./modeling_options.yaml\"\n", - "modeling_options = val.load_modeling_yaml(fname_input_modeling)\n", - "pp = pprint.PrettyPrinter(indent=4)\n", - "\n", - "pp.pprint(modeling_options)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_systems(models):\n", - " \"\"\"Plot a series of configured systems.\"\"\"\n", - " fig, axes = plt.subplots(5, 1, figsize=(6, 8))\n", - " fig.tight_layout()\n", - "\n", - " n_cells = [m[\"electrolyzer\"][\"stack\"][\"n_cells\"] for m in models]\n", - " cell_area = [m[\"electrolyzer\"][\"stack\"][\"cell_area\"] for m in models]\n", - " max_current = [m[\"electrolyzer\"][\"stack\"][\"max_current\"] for m in models]\n", - " stack_rating = [m[\"electrolyzer\"][\"stack\"][\"stack_rating_kW\"] for m in models]\n", - " n_stacks = [m[\"electrolyzer\"][\"control\"][\"n_stacks\"] for m in models]\n", - " system_ratings = [m[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] for m in models]\n", - "\n", - " axes[0].plot(system_ratings, n_cells)\n", - " axes[0].set_ylabel(\"Cell Count\")\n", - " axes[0].set_title(\"Model Configurations\")\n", - "\n", - " axes[1].plot(system_ratings, cell_area)\n", - " axes[1].set_ylabel(\"Cell Area ($cm^2$)\")\n", - " \n", - " axes[2].plot(system_ratings, max_current)\n", - " axes[2].set_ylabel(\"Max Current ($A$)\")\n", - "\n", - " axes[3].plot(system_ratings, n_stacks)\n", - " axes[3].set_ylabel(\"Stack Count\")\n", - "\n", - " axes[4].plot(system_ratings, stack_rating)\n", - " axes[4].set_ylabel(\"Stack Rating (kW)\")\n", - " axes[4].set_xlabel(\"System Rating (MW)\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def build_models(system_ratings, modeling_options):\n", - " models = []\n", - " options = copy.deepcopy(modeling_options)\n", - "\n", - " for sys_rating in system_ratings:\n", - " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n", - " options_tuned = calc_rated_system(options)\n", - " models.append(options_tuned)\n", - "\n", - " return models\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Baseline Case\n", - "\n", - "This case shows the system configuration when stacks are tuned to a value that evenly divides desired system rating." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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yJQMakZ3inTQiIiIiG8Rn0oiIiIhsEEMaERERkQ3iM2lNYDAYkJeXBw8Pjwa/OoWIiIjslxACxcXFUKvVkMtvf6+MIa0J8vLyEBAQYO0yiIiIqJnJzc2Fv7//bdswpDWBh4cHgJoLrVQqrVwNERER2TqdToeAgAApQ9wOQ1oT1A5xKpVKhjQiIiJqsIY8JsWJA0REREQ2iCGNiIiIyAYxpBERERHZIIY0IiIiIhvEkEZERERkgxjSiIiIiGwQQxoRERGRDWJIIyIiIrJBDGlERERENoghjYiIiMgGMaQRERER2SCGNCIiIiIbxJBGREREZIMY0oiIiIhsEEMaERERkQ1iSCMiIiKyQQxpRERERDaIIY2IiIjIBjGkEREREdkgi4W0xMREVFdX19leXV2NxMRES5VBRERE1CxYLKQNGzYMRUVFdbZrtVoMGzbMUmUQERERNQsWC2lCCMhksjrbr169ilatWlmqDCIiIqJmwdHcJ5gwYQIAQCaT4cknn4RCoZD26fV6HDt2DIMGDTJ3GURERETNitlDmkqlAlBzJ83DwwOurq7SPmdnZ9xzzz2YNm2aucsgIiIialbMHtI2btwIAOjQoQOef/55Dm0SERERNYBMCCGsXURzpdPpoFKpoNVqoVQqrV0OERER2bjGZAeLTRwoKCjA448/DrVaDUdHRzg4OBh9iIiIiOh3Zh/urPXkk08iJycHixYtQrt27eqd6UlERERENSwW0g4cOICffvoJffr0sdQpiYiIiJotiw13BgQEgI+/ERERETWMxULa22+/jQULFuDcuXNNPlZiYiLGjh0LtVoNmUyGnTt3Gu3/8ssvMWLECLRu3RoymQzp6el1jlFeXo6YmBi0bt0a7u7umDhxIgoKCppcGxEREZEpWCyk/f3vf8f+/fvRqVMneHh4wNvb2+jTGKWlpQgJCcG6detuuX/IkCFYtWrVLY8xd+5c7Nq1C9u3b0dCQgLy8vKkhXeJiIiIrM1iz6S9/fbbJjvWqFGjMGrUqFvuf/zxxwHglnfttFotPv74Y2zZsgX3338/gJr13Lp164aDBw/innvuMVmtRERERHfCYiEtOjraUqf6U6mpqaiqqkJERIS0rWvXrggMDERSUtItQ1pFRQUqKiqk7zqdzuy1EhERkX2yWEjLycm57f7AwEALVQLk5+fD2dkZnp6eRtt9fX2Rn59/y5+LjY3F0qVLzVwdERERkQVDWocOHW67Npper7dUKXds4cKFmDdvnvRdp9MhICDAihURERFRS2WxkJaWlmb0vaqqCmlpaVizZg1WrFhhqTIAAH5+fqisrIRGozG6m1ZQUAA/P79b/pxCoYBCobBAhURERGTvLBbSQkJC6mwLDQ2FWq3GG2+8YdGZlf3794eTkxPi4+MxceJEAEBWVhZycnIQHh5usTqIiIiIbsViIe1WunTpgpSUlEb9TElJCc6ePSt9z87ORnp6Ory9vREYGIiioiLk5OQgLy8PQE0AA2ruoPn5+UGlUmHq1KmYN28evL29oVQq8eyzzyI8PJwzO4mIiMgmWCyk/XEmpBACly5dwpIlS9C5c+dGHevw4cMYNmyY9L32ObHo6Ghs2rQJX3/9NZ566ilp/6RJkwAAixcvxpIlSwAAb731FuRyOSZOnIiKigpERkbi/fffv5NfjYiIiMjkZMJC72qSy+V1Jg4IIRAQEIBt27Y1y2FGnU4HlUoFrVYLpVJp7XKIiIjIxjUmO1jsTtq+ffuMvsvlcrRt2xZ33XUXHB2tPupKREREZFMslo6GDh1qqVMRERERNXsWvYX166+/4u2338bJkycBAN27d8fs2bPRqVMnS5ZBREREZPMs9oL1PXv2oHv37jh06BB69+6N3r17Izk5GT169EBcXJylyiAiIiJqFiw2caBv376IjIzEypUrjbYvWLAAP/zwA44cOWKJMkyKEweIiIioMRqTHSx2J+3kyZOYOnVqne1TpkxBZmampcogIiIiahYsFtLatm2L9PT0OtvT09Ph4+NjqTKIiIiImgWLTRyYNm0apk+fjt9++w2DBg0CAPz8889YtWqV0UvLiYiIiMiCz6QJIfD222/jzTfflF7XpFar8cILL2DWrFl1FrptDvhMGhERETVGY7KDxULazYqLiwEAHh4elj61STGkERERUWPY1BsHysrKEBcXh2HDhkmhrPafOp0O+/fvR2RkJBQKhblLaVaEECir0lu7DCIiIrvk6uRg9VE+s4e0Dz/8EF9//TUeeuihOvuUSiXWrl2L3NxcxMTEmLuUZqWsSo/ur+6xdhlERER2KXNZJNycrfvaSrPP7ty8eTPmzJlzy/1z5szBv//9b3OXQURERNSsmD0injlzBiEhIbfc37t3b5w5c8bcZTQ7rk4OyFwWae0yiIiI7JKrk4O1SzB/SKuursbly5cRGBhY7/7Lly+jurra3GU0OzKZzOq3WYmIiMh6zD7c2aNHD/z444+33P/DDz+gR48e5i6DiIiIqFkxe0ibMmUKli9fjt27d9fZt2vXLqxYsQJTpkwxdxlEREREzYrZx9OmT5+OxMREPPTQQ+jatSu6dOkCADh16hROnz6NRx55BNOnTzd3GURERETNikXe3fnZZ59h27ZtuPvuu3H69GlkZWWhS5cu2Lp1K7Zu3WqJEoiIiIiaFau8caCl4BsHiIiIqDEakx0scieNiIiIiBqHIY2IiIjIBjGkEREREdkghjQiIiIiG8SQRkRERGSDzLpO2oQJExrc9ssvvzRjJURERETNi1lDmkqlMufhiYiIiFoss4a0jRs3mvPwRERERC0Wn0kjIiIiskFmvZPWt29fyGSyBrU9cuSIOUshIiIialbMGtLGjRtnzsMTERERtVh8d2cT8N2dRERE1Bg2++5OjUaD//u//8PChQtRVFQEoGaY8+LFi5Ysg4iIiMjmmXW482bHjh1DREQEVCoVzp07h2nTpsHb2xtffvklcnJy8J///MdSpRARERHZPIvdSZs3bx6efPJJnDlzBi4uLtL20aNHIzEx0VJlEBERETULFgtpKSkpePrpp+tsb9++PfLz8y1VBhEREVGzYLGQplAooNPp6mw/ffo02rZta6kyiIiIiJoFi4W0hx56CMuWLUNVVRUAQCaTIScnBy+++CImTpzYqGMlJiZi7NixUKvVkMlk2Llzp9F+IQReffVVtGvXDq6uroiIiMCZM2eM2nTo0AEymczos3Llyib9jkRERESmYrGQ9uabb6KkpAQ+Pj4oKyvD0KFDcdddd8HDwwMrVqxo1LFKS0sREhKCdevW1bt/9erVWLt2LTZs2IDk5GS0atUKkZGRKC8vN2q3bNkyXLp0Sfo8++yzd/z7EREREZmSxWZ3qlQqxMXF4eeff8bRo0dRUlKCfv36ISIiotHHGjVqFEaNGlXvPiEE3n77bbzyyit4+OGHAQD/+c9/4Ovri507d2LSpElSWw8PD/j5+d3ZL0RERERkRhYLabUGDx6MwYMHm+342dnZyM/PNwp/KpUKYWFhSEpKMgppK1euxPLlyxEYGIhHH30Uc+fOhaPjrS9JRUUFKioqpO/1PWNHREREZApmH+7cu3cvunfvXm+g0Wq16NGjB3766SeTna92pqivr6/Rdl9fX6NZpLNmzcK2bduwb98+PP3003j99dcxf/782x47NjYWKpVK+gQEBJisbiIiIqKbmf1O2ttvv41p06bV++oDlUqFp59+GmvWrMG9995r7lKMzJs3T/pz79694ezsjKeffhqxsbFQKBT1/szChQuNfk6n0zGoERERkVmY/U7a0aNHMXLkyFvuHzFiBFJTU012vtpnzAoKCoy2FxQU3Pb5s7CwMFRXV+PcuXO3bKNQKKBUKo0+REREROZg9pBWUFAAJyenW+53dHTE5cuXTXa+4OBg+Pn5IT4+Xtqm0+mQnJyM8PDwW/5ceno65HI5fHx8TFYLERER0Z0y+3Bn+/btkZGRgbvuuqve/ceOHUO7du0adcySkhKcPXtW+p6dnY309HR4e3sjMDAQc+bMwWuvvYbOnTsjODgYixYtglqtxrhx4wAASUlJSE5OxrBhw+Dh4YGkpCTMnTsXjz32GLy8vO74dyUiIiIyFbOHtNGjR2PRokUYOXKk0Ts7AaCsrAyLFy/Ggw8+2KhjHj58GMOGDZO+1z4nFh0djU2bNmH+/PkoLS3F9OnTodFoMGTIEHz//ffS+RUKBbZt24YlS5agoqICwcHBmDt3rtHzZkRERETWJBNCCHOeoKCgAP369YODgwNmzpyJLl26AABOnTqFdevWQa/X48iRI3VmYzYHOp0OKpUKWq2Wz6cRERHRn2pMdjD7nTRfX1/88ssvmDFjBhYuXIjaTCiTyRAZGYl169Y1y4BGREREZE4WWcw2KCgI3377La5du4azZ89CCIHOnTvz+S8iIiKiW7DoGwe8vLwwYMAAS56SiIiIqFmy2AvWiYiIiKjhGNKIiIiIbBBDGhEREZENYkgjIiIiskEMaUREREQ2iCGNiIiIyAYxpBERERHZIIY0IiIiIhvEkEZERERkgxjSiIiIiGwQQxoRERGRDWJIIyIiIrJBDGlERERENoghjYiIiMgGMaQRERER2SCGNCIiIiIbxJBGREREZIMcrV1AcyaEAADodDorV0JERETNQW1mqM0Qt8OQ1gTFxcUAgICAACtXQkRERM1JcXExVCrVbdvIREOiHNXLYDAgLy8PHh4ekMlkTTqWTqdDQEAAcnNzoVQqTVQhNQb7wPrYB9bHPrAuXn/rM3cfCCFQXFwMtVoNufz2T53xTloTyOVy+Pv7m/SYSqWS/8O0MvaB9bEPrI99YF28/tZnzj74sztotThxgIiIiMgGMaQRERER2SCGNBuhUCiwePFiKBQKa5dit9gH1sc+sD72gXXx+lufLfUBJw4QERER2SDeSSMiIiKyQQxpRERERDaIIY2IiIjIBjGkEREREdkghjQbsW7dOnTo0AEuLi4ICwvDoUOHrF1SixQbG4sBAwbAw8MDPj4+GDduHLKysozalJeXIyYmBq1bt4a7uzsmTpyIgoICK1Xc8q1cuRIymQxz5syRtrEPzO/ixYt47LHH0Lp1a7i6uqJXr144fPiwtF8IgVdffRXt2rWDq6srIiIicObMGStW3LLo9XosWrQIwcHBcHV1RadOnbB8+XKj9zmyD0wrMTERY8eOhVqthkwmw86dO432N+R6FxUVISoqCkqlEp6enpg6dSpKSkrMVjNDmg34/PPPMW/ePCxevBhHjhxBSEgIIiMjUVhYaO3SWpyEhATExMTg4MGDiIuLQ1VVFUaMGIHS0lKpzdy5c7Fr1y5s374dCQkJyMvLw4QJE6xYdcuVkpKCDz74AL179zbazj4wr2vXrmHw4MFwcnLCd999h8zMTLz55pvw8vKS2qxevRpr167Fhg0bkJycjFatWiEyMhLl5eVWrLzlWLVqFdavX4/33nsPJ0+exKpVq7B69Wq8++67Uhv2gWmVlpYiJCQE69atq3d/Q653VFQUTpw4gbi4OOzevRuJiYmYPn26+YoWZHUDBw4UMTEx0ne9Xi/UarWIjY21YlX2obCwUAAQCQkJQgghNBqNcHJyEtu3b5fanDx5UgAQSUlJ1iqzRSouLhadO3cWcXFxYujQoWL27NlCCPaBJbz44otiyJAht9xvMBiEn5+feOONN6RtGo1GKBQKsXXrVkuU2OKNGTNGTJkyxWjbhAkTRFRUlBCCfWBuAMSOHTuk7w253pmZmQKASElJkdp89913QiaTiYsXL5qlTt5Js7LKykqkpqYiIiJC2iaXyxEREYGkpCQrVmYftFotAMDb2xsAkJqaiqqqKqP+6Nq1KwIDA9kfJhYTE4MxY8YYXWuAfWAJX3/9NUJDQ/G3v/0NPj4+6Nu3Lz766CNpf3Z2NvLz8436QKVSISwsjH1gIoMGDUJ8fDxOnz4NADh69CgOHDiAUaNGAWAfWFpDrndSUhI8PT0RGhoqtYmIiIBcLkdycrJZ6uIL1q3sypUr0Ov18PX1Ndru6+uLU6dOWakq+2AwGDBnzhwMHjwYPXv2BADk5+fD2dkZnp6eRm19fX2Rn59vhSpbpm3btuHIkSNISUmps499YH6//fYb1q9fj3nz5uGll15CSkoKZs2aBWdnZ0RHR0vXub6/l9gHprFgwQLodDp07doVDg4O0Ov1WLFiBaKiogCAfWBhDbne+fn58PHxMdrv6OgIb29vs/UJQxrZrZiYGGRkZODAgQPWLsWu5ObmYvbs2YiLi4OLi4u1y7FLBoMBoaGheP311wEAffv2RUZGBjZs2IDo6GgrV2cf/vvf/2Lz5s3YsmULevTogfT0dMyZMwdqtZp9QBIOd1pZmzZt4ODgUGfmWkFBAfz8/KxUVcs3c+ZM7N69G/v27YO/v7+03c/PD5WVldBoNEbt2R+mk5qaisLCQvTr1w+Ojo5wdHREQkIC1q5dC0dHR/j6+rIPzKxdu3bo3r270bZu3bohJycHAKTrzL+XzOeFF17AggULMGnSJPTq1QuPP/445s6di9jYWADsA0tryPX28/OrM6GvuroaRUVFZusThjQrc3Z2Rv/+/REfHy9tMxgMiI+PR3h4uBUra5mEEJg5cyZ27NiBvXv3Ijg42Gh///794eTkZNQfWVlZyMnJYX+YyPDhw3H8+HGkp6dLn9DQUERFRUl/Zh+Y1+DBg+ssPXP69GkEBQUBAIKDg+Hn52fUBzqdDsnJyewDE7l+/TrkcuP/BDs4OMBgMABgH1haQ653eHg4NBoNUlNTpTZ79+6FwWBAWFiYeQozy3QEapRt27YJhUIhNm3aJDIzM8X06dOFp6enyM/Pt3ZpLc6MGTOESqUS+/fvF5cuXZI+169fl9o888wzIjAwUOzdu1ccPnxYhIeHi/DwcCtW3fLdPLtTCPaBuR06dEg4OjqKFStWiDNnzojNmzcLNzc38dlnn0ltVq5cKTw9PcVXX30ljh07Jh5++GERHBwsysrKrFh5yxEdHS3at28vdu/eLbKzs8WXX34p2rRpI+bPny+1YR+YVnFxsUhLSxNpaWkCgFizZo1IS0sT58+fF0I07HqPHDlS9O3bVyQnJ4sDBw6Izp07i8mTJ5utZoY0G/Huu++KwMBA4ezsLAYOHCgOHjxo7ZJaJAD1fjZu3Ci1KSsrE//85z+Fl5eXcHNzE+PHjxeXLl2yXtF24I8hjX1gfrt27RI9e/YUCoVCdO3aVXz44YdG+w0Gg1i0aJHw9fUVCoVCDB8+XGRlZVmp2pZHp9OJ2bNni8DAQOHi4iI6duwoXn75ZVFRUSG1YR+Y1r59++r9+z86OloI0bDrffXqVTF58mTh7u4ulEqleOqpp0RxcbHZapYJcdPyxkRERERkE/hMGhEREZENYkgjIiIiskEMaUREREQ2iCGNiIiIyAYxpBERERHZIIY0IiIiIhvEkEZERERkgxjSiIiIiGwQQxoRERGRDWJIIyIiIrJBDGlERERENoghjYiIiMgGMaQRERER2SCGNCIiIiIbxJBGREREZIMY0oiIiIhsEEMaERERkQ1iSCMiIiKyQQxpRERERDaIIY2IiIjIBjGkEREREdkgR2sX0JwZDAbk5eXBw8MDMpnM2uUQERGRjRNCoLi4GGq1GnL57e+VMaQ1QV5eHgICAqxdBhERETUzubm58Pf3v20bhrQm8PDwAFBzoZVKpZWrISIiIlun0+kQEBAgZYjbYUhrgtohTqVSyZBGREREDdaQx6Q4cYCIiIjIBjGkEREREdkgkwx3VlVVIT8/H9evX0fbtm3h7e1tisMSERER2a07vpNWXFyM9evXY+jQoVAqlejQoQO6deuGtm3bIigoCNOmTUNKSoopayUiIiKyG3cU0tasWYMOHTpg48aNiIiIwM6dO5Geno7Tp08jKSkJixcvRnV1NUaMGIGRI0fizJkzpq6biIiIqEWTCSFEY39o8uTJeOWVV9CjR4/btquoqMDGjRvh7OyMKVOm3HGRtkqn00GlUkGr1XJ2JxEREf2pxmSHOwppVIMhjYiIiBqjMdmh0cOdZWVluHjxYp3tJ06caOyhiIiIiOgWGhXS/ve//6Fz584YM2YMevfujeTkZGnf448/bvLiiIiIiOxVo0Laa6+9htTUVKSnp2Pjxo2YOnUqtmzZAqDmhaFEREREZBqNWietqqoKvr6+AID+/fsjMTER48ePx9mzZxv0egMiIiIiaphG3Unz8fHBsWPHpO/e3t6Ii4vDyZMnjbYTERERUdM0KqR9+umn8PHxMdrm7OyMrVu3IiEhwaSFEREREdmzRg13+vv733Lf4MGDm1wMEREREdVo8rs7dTodNm7ciPz8fAQHByMkJAS9evWCm5ubKeojIiIisktNDmkTJkzA0aNHMWDAAOzatQtZWVkAgE6dOiEkJASff/55k4skIiIisjdNDmlJSUnYv38/BgwYAKDmVVDHjx9Heno6jh492uQCiYiIiOxRk0Na79694ej4+2EUCgVCQ0MRGhra1EMTERER2a1Gvxbqj1avXo1XX30VFRUVpqiHiIiIiGCCO2kdOnSATqdD9+7d8fe//x333HMP+vbti4CAAFPUR0RERGSXmnwnbeLEiTh37hwGDx6MX375BdHR0ejQoQPatm2LESNGmKJGIiIiIrvT5DtpGRkZSEpKQkhIiLTt3LlzSEtL41sIiIiIiO5Qk0PagAEDUFpaarStQ4cO6NChA8aPH9/UwxMRERHZpSYPd86ePRtLliyBRqMxQTlEREREBJjgTtpf//pXAEDnzp0xfvx4hIWFoW/fvujZsyecnZ2bXCARERGRPWpySMvOzsbRo0elxWtff/11nDt3Do6OjujSpQufSyMiIiK6A00OaUFBQQgKCsJDDz0kbSsuLkZ6ejoDGhEREdEdkgkhRFMO8Msvv0CpVKJnz56mqqnZ0Ol0UKlU0Gq1UCqV1i6HiIiIbFxjskOTJw7ExMQgOTm5zvZff/0VxcXFTT08ERERkV1qckjLysrCX/7ylzrbf/zxR0yePLmphyciIiKyS00OaUqlEteuXauz/d5778XBgwebengiIiIiu9TkkDZy5Ej861//qntguRyVlZVNPTwRERGRXWpySFu+fDkSEhIwceJEHD9+HABQXl6OVatWoXfv3k0ukIiIiMgeNXkJjoCAABw8eBAzZsxASEgIFAoFqquroVKpsGvXLlPUSERERGR3mhzSgJq10r799lvk5OQgPT0dTk5OCAsLg7e3tykOT0RERGR3TBLSagUGBiIwMNCUhyQiIiKyS3f0TFpOTk6j2l+8ePFOTkNERERkt+4opA0YMABPP/00UlJSbtlGq9Xio48+Qs+ePfHFF1/ccYFERERE9uiOhjszMzOxYsUKPPDAA3BxcUH//v2hVqvh4uKCa9euITMzEydOnEC/fv2wevVqjB492tR1ExEREbVoTXp3Z1lZGb755hscOHAA58+fR1lZGdq0aYO+ffsiMjKyxb/Pk+/uJCIiosZoTHZo8gvW7RlDGhERETWGRV+wbg6JiYkYO3Ys1Go1ZDIZdu7cabRfCIFXX30V7dq1g6urKyIiInDmzBmjNkVFRYiKioJSqYSnpyemTp2KkpISozbHjh3DvffeCxcXFwQEBGD16tXm/tWIiIiIGsQmQ1ppaSlCQkKwbt26evevXr0aa9euxYYNG5CcnIxWrVohMjIS5eXlUpuoqCicOHECcXFx2L17NxITEzF9+nRpv06nw4gRIxAUFITU1FS88cYbWLJkCT788EOz/35EREREf8bmhztlMhl27NiBcePGAai5i6ZWq/Hcc8/h+eefB1Azk9TX1xebNm3CpEmTcPLkSXTv3h0pKSkIDQ0FAHz//fcYPXo0Lly4ALVajfXr1+Pll19Gfn4+nJ2dAQALFizAzp07cerUqQbVxuFOIiIiaoxmP9x5O9nZ2cjPz0dERIS0TaVSISwsDElJSQCApKQkeHp6SgENACIiIiCXy5GcnCy1ue+++6SABgCRkZHIysrCtWvX6j13RUUFdDqd0YeIiIjIHEz2xoHMzEzk5OSgsrLSaPtDDz1kqlMAAPLz8wEAvr6+Rtt9fX2lffn5+fDx8THa7+joCG9vb6M2wcHBdY5Ru8/Ly6vOuWNjY7F06VLT/CJEREREt9HkkPbbb79h/PjxOH78OGQyGWpHT2UyGQBAr9c39RQ2Y+HChZg3b570XafTISAgwIoVERERUUvV5OHO2bNnIzg4GIWFhXBzc8OJEyeQmJiI0NBQ7N+/3wQlGvPz8wMAFBQUGG0vKCiQ9vn5+aGwsNBof3V1NYqKioza1HeMm8/xRwqFAkql0uhDREREZA5NDmlJSUlYtmwZ2rRpA7lcDrlcjiFDhiA2NhazZs0yRY1GgoOD4efnh/j4eGmbTqdDcnIywsPDAQDh4eHQaDRITU2V2uzduxcGgwFhYWFSm8TERFRVVUlt4uLi0KVLl3qHOomIiIgsqckhTa/Xw8PDAwDQpk0b5OXlAQCCgoKQlZV1R8csKSlBeno60tPTAdRMFkhPT0dOTg5kMhnmzJmD1157DV9//TWOHz+OJ554Amq1WpoB2q1bN4wcORLTpk3DoUOH8PPPP2PmzJmYNGkS1Go1AODRRx+Fs7Mzpk6dihMnTuDzzz/HO++8YzScSURERGQtTX4mrWfPnjh69CiCg4MRFhaG1atXw9nZGR9++CE6dux4R8c8fPgwhg0bJn2vDU7R0dHYtGkT5s+fj9LSUkyfPh0ajQZDhgzB999/DxcXF+lnNm/ejJkzZ2L48OGQy+WYOHEi1q5dK+1XqVT44YcfEBMTg/79+6NNmzZ49dVXjdZSIyIiIrKWJq+TtmfPHpSWlmLChAk4e/YsHnzwQZw+fRqtW7fG559/jvvvv99Utdocc66TJoRAWVXLmXRBRETUnLg6OUiTIE3J6u/uLCoqgpeXl1l+OVtizpB2vbIa3V/dY9JjEhERUcNkLouEm7PJViqTNCY7mP7sALy9vc1xWCIiIiK7YZKQ9tNPP+GDDz7Ar7/+iv/9739o3749Pv30UwQHB2PIkCGmOIXdcXVyQOaySGuXQUREZJdcnRysXULTQ9oXX3yBxx9/HFFRUUhLS0NFRQWAmvdpvv766/j222+bXKQ9kslkZrnNSkRERM1Dk5fgeO2117BhwwZ89NFHcHJykrYPHjwYR44caerhiYiIiOxSk0NaVlYW7rvvvjrbVSoVNBpNUw9PREREZJeaHNL8/Pxw9uzZOtsPHDhwx+ukEREREdm7Joe0adOmYfbs2UhOToZMJkNeXh42b96M559/HjNmzDBFjURERER2p8lPpi9YsAAGgwHDhw/H9evXcd9990GhUOD555/Hs88+a4oaiYiIiOyOyRazraysxNmzZ1FSUoLu3bvD3d3dFIe1aeZczJaIiIhansZkhyYNd1ZVVWH48OE4c+YMnJ2d0b17dwwcONAuAhoRERGROTUppDk5OeHYsWOmqoWIiIiIbmjyxIHHHnsMH3/8sSlqISIiIqIbmjxxoLq6Gp988gl+/PFH9O/fH61atTLav2bNmqaegoiIiMjuNDmkZWRkoF+/fgCA06dPG+2TyWRNPTwRERGRXWpySNu3b98t92VkZDT18ERERER2qcnPpP1RcXExPvzwQ4SFhSEkJMTUhyciIiKyCyYLaYmJiYiOjka7du3wr3/9C8OGDcPBgwdNdXgiIiIiu9Kk4c78/Hxs2rQJH3/8MXQ6HR555BFUVFRg586d6N69u6lqJCIiIrI7d3wnbezYsejSpQuOHTuGt99+G3l5eXj33XdNWRsRERGR3brjO2nfffcdZs2ahRkzZqBz586mrImIiIjI7t3xnbQDBw6guLgY/fv3R1hYGN577z1cuXLFlLURERER2a07Dmn33HMPPvroI1y6dAlPP/00tm3bBrVaDYPBgLi4OBQXF5uyTiIiIiK7IhNCCFMdLCsrCx9//DE+/fRTaDQaPPDAA/j6669NdXib05g32RMRERE1JjuYdJ20Ll26YPXq1bhw4QK2bt1qykMTERER2RWT3kmzN7yTRkRERI1htTtpRERERGQaDGlERERENoghjYiIiMgGMaQRERER2aA7euPAvHnzGtx2zZo1d3IKIiIiIrt2RyEtLS2tQe1kMtmdHJ6IiIjI7t1RSNu3b5+p6yAiIiKim/CZNCIiIiIbxGfSiIiIiGwQn0kjIiIiskF8Jo2IiIjIBvGZNCIiIiIbZJKQ9tNPP+Gxxx5DeHg4Ll68CAD49NNPceDAAVMcnoiIiMjuNDmkffHFF4iMjISrqyvS0tJQUVEBANBqtXj99debXCARERGRPWpySHvttdewYcMGfPTRR3BycpK2Dx48GEeOHGnq4YmIiIjsUpNDWlZWFu67774621UqFTQaTVMPf0vFxcWYM2cOgoKC4OrqikGDBiElJUXa/+STT0Imkxl9Ro4caXSMoqIiREVFQalUwtPTE1OnTkVJSYnZaiYiIiJqqCaHND8/P5w9e7bO9gMHDqBjx45NPfwt/eMf/0BcXBw+/fRTHD9+HCNGjEBERIT0TBwAjBw5EpcuXZI+W7duNTpGVFQUTpw4gbi4OOzevRuJiYmYPn262WomIiIiaqgmh7Rp06Zh9uzZSE5OhkwmQ15eHjZv3oznn38eM2bMMEWNdZSVleGLL77A6tWrcd999+Guu+7CkiVLcNddd2H9+vVSO4VCAT8/P+nj5eUl7Tt58iS+//57/N///R/CwsIwZMgQvPvuu9i2bRvy8vLMUjcRERFRQ93ROmk3W7BgAQwGA4YPH47r16/jvvvug0KhwPPPP49nn33WFDXWUV1dDb1eDxcXF6Ptrq6uRjNK9+/fDx8fH3h5eeH+++/Ha6+9htatWwMAkpKS4OnpidDQUKl9REQE5HI5kpOTMX78+DrnraiokCZGAIBOpzP1r0ZEREQEwAR30mQyGV5++WUUFRUhIyMDBw8exOXLl7F8+XJT1FcvDw8PhIeHY/ny5cjLy4Ner8dnn32GpKQkXLp0CUDNUOd//vMfxMfHY9WqVUhISMCoUaOg1+sBAPn5+fDx8TE6rqOjI7y9vZGfn1/veWNjY6FSqaRPQECA2X5HIiIism93HNL27t2L7t27S3eTnJ2d0b17dwwcOBB6vR49evTATz/9ZLJC/+jTTz+FEALt27eHQqHA2rVrMXnyZMjlNb/SpEmT8NBDD6FXr14YN24cdu/ejZSUFOzfv/+Oz7lw4UJotVrpk5uba6LfhoiIiMjYHYe0t99+G9OmTYNSqayzT6VS4emnnzbry9U7deqEhIQElJSUIDc3F4cOHUJVVdUtJyt07NgRbdq0kSY5+Pn5obCw0KhNdXU1ioqK4OfnV+8xFAoFlEql0YeIiIjIHO44pB09erTOkhY3GzFiBFJTU+/08A3WqlUrtGvXDteuXcOePXvw8MMP19vuwoULuHr1Ktq1awcACA8Ph0ajMapx7969MBgMCAsLM3vdRERERLdzxxMHCgoKjBavrXNgR0dcvnz5Tg//p/bs2QMhBLp06YKzZ8/ihRdeQNeuXfHUU0+hpKQES5cuxcSJE+Hn54dff/0V8+fPx1133YXIyEgAQLdu3TBy5EhMmzYNGzZsQFVVFWbOnIlJkyZBrVabrW4iIiKihrjjO2nt27dHRkbGLfcfO3ZMumtlDlqtFjExMejatSueeOIJDBkyBHv27IGTkxMcHBxw7NgxPPTQQ7j77rsxdepU9O/fHz/99BMUCoV0jM2bN6Nr164YPnw4Ro8ejSFDhuDDDz80W81EREREDSUTQog7+cFnn30W+/fvR0pKSp2lMMrKyjBw4EAMGzYMa9euNUmhtkin00GlUkGr1fL5NCIiIvpTjckOdxzSCgoK0K9fPzg4OGDmzJno0qULAODUqVNYt24d9Ho9jhw5Al9f3zs5fLPAkEZERESN0ZjscMfPpPn6+uKXX37BjBkzsHDhQtRmPZlMhsjISKxbt65FBzQiIiIic2rSGweCgoLw7bff4tq1azh79iyEEOjcubPR65eIiIiIqPGa/FooAPDy8sKAAQNMcSgiIiIiggleC0VEREREpmeSO2n2qvY5PL5onYiIiBqiNjM0ZN4mQ1oTFBcXAwBftE5ERESNUlxcDJVKdds2d7wEBwEGgwF5eXnw8PCATCZr0rF0Oh0CAgKQm5vL5TyshH1gfewD62MfWBevv/WZuw+EECguLoZarYZcfvunzngnrQnkcjn8/f1Neky+uN362AfWxz6wPvaBdfH6W585++DP7qDV4sQBIiIiIhvEkEZERERkgxjSbIRCocDixYuNXgBPlsU+sD72gfWxD6yL19/6bKkPOHGAiIiIyAbxThoRERGRDWJIIyIiIrJBDGlERERENoghjYiIiMgGMaTZiHXr1qFDhw5wcXFBWFgYDh06ZO2SWqTY2FgMGDAAHh4e8PHxwbhx45CVlWXUpry8HDExMWjdujXc3d0xceJEFBQUWKnilm/lypWQyWSYM2eOtI19YH4XL17EY489htatW8PV1RW9evXC4cOHpf1CCLz66qto164dXF1dERERgTNnzlix4pZFr9dj0aJFCA4OhqurKzp16oTly5cbvc+RfWBaiYmJGDt2LNRqNWQyGXbu3Gm0vyHXu6ioCFFRUVAqlfD09MTUqVNRUlJitpoZ0mzA559/jnnz5mHx4sU4cuQIQkJCEBkZicLCQmuX1uIkJCQgJiYGBw8eRFxcHKqqqjBixAiUlpZKbebOnYtdu3Zh+/btSEhIQF5eHiZMmGDFqluulJQUfPDBB+jdu7fRdvaBeV27dg2DBw+Gk5MTvvvuO2RmZuLNN9+El5eX1Gb16tVYu3YtNmzYgOTkZLRq1QqRkZEoLy+3YuUtx6pVq7B+/Xq89957OHnyJFatWoXVq1fj3XffldqwD0yrtLQUISEhWLduXb37G3K9o6KicOLECcTFxWH37t1ITEzE9OnTzVe0IKsbOHCgiImJkb7r9XqhVqtFbGysFauyD4WFhQKASEhIEEIIodFohJOTk9i+fbvU5uTJkwKASEpKslaZLVJxcbHo3LmziIuLE0OHDhWzZ88WQrAPLOHFF18UQ4YMueV+g8Eg/Pz8xBtvvCFt02g0QqFQiK1bt1qixBZvzJgxYsqUKUbbJkyYIKKiooQQ7ANzAyB27NghfW/I9c7MzBQAREpKitTmu+++EzKZTFy8eNEsdfJOmpVVVlYiNTUVERER0ja5XI6IiAgkJSVZsTL7oNVqAQDe3t4AgNTUVFRVVRn1R9euXREYGMj+MLGYmBiMGTPG6FoD7ANL+PrrrxEaGoq//e1v8PHxQd++ffHRRx9J+7Ozs5Gfn2/UByqVCmFhYewDExk0aBDi4+Nx+vRpAMDRo0dx4MABjBo1CgD7wNIacr2TkpLg6emJ0NBQqU1ERATkcjmSk5PNUhdfsG5lV65cgV6vh6+vr9F2X19fnDp1ykpV2QeDwYA5c+Zg8ODB6NmzJwAgPz8fzs7O8PT0NGrr6+uL/Px8K1TZMm3btg1HjhxBSkpKnX3sA/P77bffsH79esybNw8vvfQSUlJSMGvWLDg7OyM6Olq6zvX9vcQ+MI0FCxZAp9Oha9eucHBwgF6vx4oVKxAVFQUA7AMLa8j1zs/Ph4+Pj9F+R0dHeHt7m61PGNLIbsXExCAjIwMHDhywdil2JTc3F7Nnz0ZcXBxcXFysXY5dMhgMCA0Nxeuvvw4A6Nu3LzIyMrBhwwZER0dbuTr78N///hebN2/Gli1b0KNHD6Snp2POnDlQq9XsA5JwuNPK2rRpAwcHhzoz1woKCuDn52elqlq+mTNnYvfu3di3bx/8/f2l7X5+fqisrIRGozFqz/4wndTUVBQWFqJfv35wdHSEo6MjEhISsHbtWjg6OsLX15d9YGbt2rVD9+7djbZ169YNOTk5ACBdZ/69ZD4vvPACFixYgEmTJqFXr154/PHHMXfuXMTGxgJgH1haQ663n59fnQl91dXVKCoqMlufMKRZmbOzM/r374/4+Hhpm8FgQHx8PMLDw61YWcskhMDMmTOxY8cO7N27F8HBwUb7+/fvDycnJ6P+yMrKQk5ODvvDRIYPH47jx48jPT1d+oSGhiIqKkr6M/vAvAYPHlxn6ZnTp08jKCgIABAcHAw/Pz+jPtDpdEhOTmYfmMj169chlxv/J9jBwQEGgwEA+8DSGnK9w8PDodFokJqaKrXZu3cvDAYDwsLCzFOYWaYjUKNs27ZNKBQKsWnTJpGZmSmmT58uPD09RX5+vrVLa3FmzJghVCqV2L9/v7h06ZL0uX79utTmmWeeEYGBgWLv3r3i8OHDIjw8XISHh1ux6pbv5tmdQrAPzO3QoUPC0dFRrFixQpw5c0Zs3rxZuLm5ic8++0xqs3LlSuHp6Sm++uorcezYMfHwww+L4OBgUVZWZsXKW47o6GjRvn17sXv3bpGdnS2+/PJL0aZNGzF//nypDfvAtIqLi0VaWppIS0sTAMSaNWtEWlqaOH/+vBCiYdd75MiRom/fviI5OVkcOHBAdO7cWUyePNlsNTOk2Yh3331XBAYGCmdnZzFw4EBx8OBBa5fUIgGo97Nx40apTVlZmfjnP/8pvLy8hJubmxg/fry4dOmS9Yq2A38MaewD89u1a5fo2bOnUCgUomvXruLDDz802m8wGMSiRYuEr6+vUCgUYvjw4SIrK8tK1bY8Op1OzJ49WwQGBgoXFxfRsWNH8fLLL4uKigqpDfvAtPbt21fv3//R0dFCiIZd76tXr4rJkycLd3d3oVQqxVNPPSWKi4vNVrNMiJuWNyYiIiIim8Bn0oiIiIhsEEMaERERkQ1iSCMiIiKyQQxpRERERDaIIY2IiIjIBjGkEREREdkghjQiIiIiG8SQRkRERGSDGNKIiIiIbBBDGhEREZENYkgjIiIiskEMaUREREQ2iCGNiIiIyAYxpBERERHZIIY0IiIiIhvEkEZERERkgxjSiIiIiGwQQxoRERGRDWJIIyIiIrJBDGlERERENoghjYiIiMgGOVq7gObMYDAgLy8PHh4ekMlk1i6HiIiIbJwQAsXFxVCr1ZDLb3+vjCGtCfLy8hAQEGDtMoiIiKiZyc3Nhb+//23bMKQ1gYeHB4CaC61UKq1cDREREdk6nU6HgIAAKUPcjslCWlVVFfLz83H9+nW0bdsW3t7epjq0zaod4lQqlQxpRERE1GANeUyqSRMHiouLsX79egwdOhRKpRIdOnRAt27d0LZtWwQFBWHatGlISUlpyimIiIiI7NIdh7Q1a9agQ4cO2LhxIyIiIrBz506kp6fj9OnTSEpKwuLFi1FdXY0RI0Zg5MiROHPmjCnrJiIiImrRZEIIcSc/OHnyZLzyyivo0aPHbdtVVFRg48aNcHZ2xpQpU+6oSFul0+mgUqmg1Wo53ElERER/qjHZ4Y5DGjGkERERUeM0JjtwMVsiIiIiG2S2kKbT6ZCYmIi1a9ea6xRERERELZZJluDIyclBenq60ef8+fMQQqBVq1aYNWuWKU5DREREZDeaFNLuv/9+HD16FNeuXYNKpUL37t3Rs2dP5OTk4OOPP8bw4cO5Ij8RERHRHWjScOeBAwfwzDPPIDc3F9euXcPPP/+MDz74ADKZDAMHDmRAIyIiIrpDTQppycnJ+OmnnxATE4PTp0+bqiYiIiIiu9ekkNa3b18kJibikUceQWRkJGJiYlBYWGiq2oiIiIjslklmdz766KM4ceIEvLy80KNHDxgMBuj1elMcmoiIiMgumWwJDjc3N7z22mtITk7Ggw8+iOHDh+Nf//oXysrKTHUKIiIiIrth8nXSOnbsiK+++gqfffYZNm7ciI4dO5r6FEREREQt3h2HtJycnNvuHzFiBNLT0/Hiiy8CAC5evHinpyIiIiKyO3cc0gYMGICnn34aKSkpt2xz/fp1uLm5oWfPnvjiiy/u9FREREREdueOF7PNzMzEihUr8MADD8DFxQX9+/eHWq2Gi4sLrl27hszMTJw4cQL9+vXD6tWrMXr0aFPWTURERNSiyYQQoikHKCsrwzfffIMDBw7g/PnzKCsrQ5s2bdC3b19ERkaiZ8+epqrV5jTmTfZEREREjckOTQ5p9owhjYiIiBqjMdnB5LM7iYiIiKjpGNKIiIiIbBBDGhEREZENYkgjIiIiskEmCWk5OTmob/6BEOJPF70lIiIiorpMEtKCg4Nx+fLlOtuLiooQHBxsilMQERER2RWThDQhBGQyWZ3tJSUlcHFxMcUpiIiIiOzKHb9xAADmzZsHAJDJZFi0aBHc3NykfXq9HsnJyejTp0+TCiQiIiKyR00KaWlpaQBq7qQdP34czs7O0j5nZ2eEhITg+eefb1qFRERERHaoSSFt3759AICnnnoK77zzDlfdJyIiIjKRJoW0Whs3bjTFYYiIiIjoBpOENACIj49HfHw8CgsLYTAYjPZ98sknpjoNERERkV0wSUhbunQpli1bhtDQULRr167emZ5ERERE1HAmCWkbNmzApk2b8Pjjj5vicERERER2zyTrpFVWVmLQoEGmOBQRERERwUQh7R//+Ae2bNliikMREREREUw03FleXo4PP/wQP/74I3r37g0nJyej/WvWrDHFaYiIiIjshklC2rFjx6Q3C2RkZBjt4yQCIiIiosYzSUirXdSWiIiIiEzDJM+kEREREZFpmSyk/fTTT3jssccQHh6OixcvAgA+/fRTHDhwwFSnICIiIrIbJglpX3zxBSIjI+Hq6oq0tDRUVFQAALRaLV5//XVTnIKIiIjIrpgkpL322mvYsGEDPvroI6OZnYMHD8aRI0cadazY2FgMGDAAHh4e8PHxwbhx45CVlWXUpry8HDExMWjdujXc3d0xceJEFBQUGLXJycnBmDFj4ObmBh8fH7zwwguorq42arN//37069cPCoUCd911FzZt2tS4X5yIiIjITEwS0rKysnDffffV2a5SqaDRaBp1rISEBMTExODgwYOIi4tDVVUVRowYgdLSUqnN3LlzsWvXLmzfvh0JCQnIy8vDhAkTpP16vR5jxoxBZWUlfvnlF/z73//Gpk2b8Oqrr0ptsrOzMWbMGAwbNgzp6emYM2cO/vGPf2DPnj2NvwBEREREpiZMIDg4WMTFxQkhhHB3dxe//vqrEEKIf//736Jbt25NOnZhYaEAIBISEoQQQmg0GuHk5CS2b98utTl58qQAIJKSkoQQQnz77bdCLpeL/Px8qc369euFUqkUFRUVQggh5s+fL3r06GF0rr///e8iMjKywbVptVoBQGi12jv+/YiIiMh+NCY7mORO2rRp0zB79mwkJydDJpMhLy8PmzdvxvPPP48ZM2Y06dharRYA4O3tDQBITU1FVVUVIiIipDZdu3ZFYGAgkpKSAABJSUno1asXfH19pTaRkZHQ6XQ4ceKE1ObmY9S2qT1GfSoqKqDT6Yw+REREROZgknXSFixYAIPBgOHDh+P69eu47777oFAo8Pzzz+PZZ5+94+MaDAbMmTMHgwcPRs+ePQEA+fn5cHZ2hqenp1FbX19f5OfnS21uDmi1+2v33a6NTqdDWVkZXF1d69QTGxuLpUuX3vHvQ0RERNRQTb6TVntX65FHHkFRUREyMjJw8OBBXL58GcuXL2/SsWNiYpCRkYFt27Y1tUyTWLhwIbRarfTJzc21dklERETUQjX5TpqTkxOOHTsGAHB2dkb37t2bXBQAzJw5E7t370ZiYiL8/f2l7X5+fqisrIRGozG6m1ZQUAA/Pz+pzaFDh4yOVzv78+Y2f5wRWlBQAKVSWe9dNABQKBRQKBRN/t2IiIiI/oxJnkl77LHH8PHHH5viUBBCYObMmdixYwf27t2L4OBgo/39+/eHk5MT4uPjpW1ZWVnIyclBeHg4ACA8PBzHjx9HYWGh1CYuLg5KpVIKkeHh4UbHqG1TewwiIiIiazLJM2nV1dX45JNP8OOPP6J///5o1aqV0f41a9Y0+FgxMTHYsmULvvrqK3h4eEjPkKlUKri6ukKlUmHq1KmYN28evL29oVQq8eyzzyI8PBz33HMPAGDEiBHo3r07Hn/8caxevRr5+fl45ZVXEBMTI90Je+aZZ/Dee+9h/vz5mDJlCvbu3Yv//ve/+Oabb0xxSYiIiIiaRCaEEE09yLBhw259ApkMe/fubXhBMlm92zdu3Ignn3wSQM1its899xy2bt2KiooKREZG4v3335eGMgHg/PnzmDFjBvbv349WrVohOjoaK1euhKPj77l0//79mDt3LjIzM+Hv749FixZJ52gInU4HlUoFrVYLpVLZ4J8jIiIi+9SY7GCSkGavzBnShBAoq9Kb9JhERETUMK5ODre8cdQUjckOTR7urKqqwsiRI7FhwwZ07ty5qYejG8qq9Oj+Kt9+QEREZA2ZyyLh5mySp8LuWJMnDtw8u5OIiIiITMMkw51z586FQqHAypUrTVFTs8HhTiIiopapRQx3Aqad3Uk1ZDKZ1W+zEhERkfWYJAVkZGSgX79+AIDTp08b7TNHCiUiIiJq6UwS0vbt22eKwxARERHRDSZ54wARERERmZZJ7qQtW7bstvtfffVVU5yGiIiIyG6YJKTt2LHD6HtVVRWys7Ph6OiITp06MaQRERERNZJJQlpaWlqdbTqdDk8++STGjx9vilMQERER2RWzPZOmVCqxdOlSLFq0yFynICIiImqxzDpxQKvVQqvVmvMURERERC2SSYY7165da/RdCIFLly7h008/xahRo0xxCiIiIiK7YpKQ9tZbbxl9l8vlaNu2LaKjo7Fw4UJTnIKIiIjIrpgkpGVnZ5viMERERER0Q5OeSdu7dy+6d+8OnU5XZ59Wq0WPHj3w008/NeUURERERHapSSHt7bffxrRp0+p9i7tKpcLTTz/Nl6sTERER3YEmhbSjR49i5MiRt9w/YsQIpKamNuUURERERHapSSGtoKAATk5Ot9zv6OiIy5cvN+UURERERHapSSGtffv2yMjIuOX+Y8eOoV27dk05BREREZFdalJIGz16NBYtWoTy8vI6+8rKyrB48WI8+OCDTTkFERERkV2SCSHEnf5wQUEB+vXrBwcHB8ycORNdunQBAJw6dQrr1q2DXq/HkSNH4Ovra7KCbYlOp4NKpYJWq6138gQRERHRzRqTHZq0Tpqvry9++eUXzJgxAwsXLkRt3pPJZIiMjMS6detabEAjIiIiMqcmL2YbFBSEb7/9FteuXcPZs2chhEDnzp3h5eVlivqIiIiI7JJJ3jgAAF5eXhgwYICpDkdERERk15o0cYCIiIiIzIMhjYiIiMgGMaQRERER2SCGNCIiIiIbZJKQtm/fvlvu++CDD0xxCiIiIiK7YpKQNnLkSLzwwguoqqqStl25cgVjx47FggULTHEKIiIiIrtisjtpO3bswIABA5CZmYlvvvkGPXv2hE6nQ3p6uilOQURERGRXTBLSBg0ahPT0dPTs2RP9+vXD+PHjMXfuXOzfvx9BQUGmOAURERGRXTHZxIHTp0/j8OHD8Pf3h6OjI7KysnD9+nVTHZ6IiIjIrpgkpK1cuRLh4eF44IEHkJGRgUOHDiEtLQ29e/dGUlKSKU5BREREZFdMEtLeeecd7Ny5E++++y5cXFzQs2dPHDp0CBMmTMBf/vIXU5yCiIiIyK6Y5N2dx48fR5s2bYy2OTk54Y033sCDDz5oilMQERER2RWT3En7Y0C72dChQ01xCiIiIiK7YpI7abUyMzORk5ODyspKo+0PPfSQKU9DRERE1OKZJKT99ttvGD9+PI4fPw6ZTAYhBABAJpMBAPR6vSlOQ0RERGQ3TDLcOXv2bAQHB6OwsBBubm44ceIEEhMTERoaiv3795viFERERER2xSQhLSkpCcuWLUObNm0gl8shl8sxZMgQxMbGYtasWY0+XmJiIsaOHQu1Wg2ZTIadO3ca7S8oKMCTTz4JtVoNNzc3jBw5EmfOnDFqU15ejpiYGLRu3Rru7u6YOHEiCgoKjNrk5ORgzJgxcHNzg4+PD1544QVUV1c3ul4iIiIiUzNJSNPr9fDw8ABQM4kgLy8PABAUFISsrKxGH6+0tBQhISFYt25dnX1CCIwbNw6//fYbvvrqK6SlpSEoKAgREREoLS2V2s2dOxe7du3C9u3bkZCQgLy8PEyYMMGo5jFjxqCyshK//PIL/v3vf2PTpk149dVXG10vERERkckJExgyZIjYsWOHEEKIyZMni5EjR4oDBw6IJ554QvTo0aNJxwYgHVsIIbKysgQAkZGRIW3T6/Wibdu24qOPPhJCCKHRaISTk5PYvn271ObkyZMCgEhKShJCCPHtt98KuVwu8vPzpTbr168XSqVSVFRUNKg2rVYrAAitVtuUX5GIiIjsRGOyg0nupL3yyiswGAwAgKVLlyI7Oxv33nsvvv32W7zzzjumOIWkoqICAODi4iJtk8vlUCgUOHDgAAAgNTUVVVVViIiIkNp07doVgYGB0hsQkpKS0KtXL/j6+kptIiMjodPpcOLEiVueW6fTGX2IiIiIzMEkszsjIyOlP3fu3BmnTp1CUVERvLy8pBmeplIbthYuXIgPPvgArVq1wltvvYULFy7g0qVLAID8/Hw4OzvD09PT6Gd9fX2Rn58vtbk5oNXur91Xn9jYWCxdutSkvw8RERFRfZoU0qZMmdKgdp988klTTmPEyckJX375JaZOnQpvb284ODggIiICo0aNkpb+MJeFCxdi3rx50nedToeAgACznpOIiIjsU5NC2qZNmxAUFIS+ffuaPSDdrH///khPT4dWq0VlZSXatm2LsLAwhIaGAgD8/PxQWVkJjUZjdDetoKAAfn5+UptDhw4ZHbd29mdtmz9SKBRQKBRm+I2IiIiIjDUppM2YMQNbt25FdnY2nnrqKTz22GPw9vY2VW1/SqVSAQDOnDmDw4cPY/ny5QBqQpyTkxPi4+MxceJEAEBWVhZycnIQHh4OAAgPD8eKFStQWFgIHx8fAEBcXByUSiW6d+9usd+BiIiIqD5Nmjiwbt06XLp0CfPnz8euXbsQEBCARx55BHv27GnSnbWSkhKkp6cjPT0dAJCdnY309HTk5OQAALZv3479+/dLy3A88MADGDduHEaMGAGgJrxNnToV8+bNw759+5CamoqnnnoK4eHhuOeeewAAI0aMQPfu3fH444/j6NGj2LNnD1555RXExMTwbhkRERFZnymnlZ47d04sWbJEdOzYUQQGBori4uI7Os6+ffsEgDqf6OhoIYQQ77zzjvD39xdOTk4iMDBQvPLKK3WWzSgrKxP//Oc/hZeXl3BzcxPjx48Xly5dqlPvqFGjhKurq2jTpo147rnnRFVVVYPr5BIcRERE1BiNyQ4yIUz3MFlubi42btyITZs2obKyEqdOnYK7u7upDm9zdDodVCoVtFotlEqltcshIiIiG9eY7NDkddIqKiqwdetWPPDAA7j77rtx/PhxvPfee8jJyWnRAY2IiIjInJo0ceCf//wntm3bhoCAAEyZMgVbt25FmzZtTFUbERERkd1q0nCnXC5HYGAg+vbte9tFa7/88ss7PYVN43AnERERNUZjskOT7qQ98cQTJn+jABERERGZYDFbIiIiIjI9k7y7017VjhTzRetERETUELWZoSFPmzGkNUFxcTEA8P2dRERE1CjFxcXSm5NuxaTrpNkbg8GAvLw8eHh4NPnZvNqXtefm5nISgpWwD6yPfWB97APr4vW3PnP3gRACxcXFUKvVkMtvvxIa76Q1gVwuh7+/v0mPqVQq+T9MK2MfWB/7wPrYB9bF62995uyDP7uDVqvJi9kSERERkekxpBERERHZIIY0G6FQKLB48WIoFAprl2K32AfWxz6wPvaBdfH6W58t9QEnDhARERHZIN5JIyIiIrJBDGlERERENoghjYiIiMgGMaQRERER2SCGNBuxbt06dOjQAS4uLggLC8OhQ4esXVKLFBsbiwEDBsDDwwM+Pj4YN24csrKyjNqUl5cjJiYGrVu3hru7OyZOnIiCggIrVdzyrVy5EjKZDHPmzJG2sQ/M7+LFi3jsscfQunVruLq6olevXjh8+LC0XwiBV199Fe3atYOrqysiIiJw5swZK1bcsuj1eixatAjBwcFwdXVFp06dsHz5cqP3ObIPTCsxMRFjx46FWq2GTCbDzp07jfY35HoXFRUhKioKSqUSnp6emDp1KkpKSsxWM0OaDfj8888xb948LF68GEeOHEFISAgiIyNRWFho7dJanISEBMTExODgwYOIi4tDVVUVRowYgdLSUqnN3LlzsWvXLmzfvh0JCQnIy8vDhAkTrFh1y5WSkoIPPvgAvXv3NtrOPjCva9euYfDgwXBycsJ3332HzMxMvPnmm/Dy8pLarF69GmvXrsWGDRuQnJyMVq1aITIyEuXl5VasvOVYtWoV1q9fj/feew8nT57EqlWrsHr1arz77rtSG/aBaZWWliIkJATr1q2rd39DrndUVBROnDiBuLg47N69G4mJiZg+fbr5ihZkdQMHDhQxMTHSd71eL9RqtYiNjbViVfahsLBQABAJCQlCCCE0Go1wcnIS27dvl9qcPHlSABBJSUnWKrNFKi4uFp07dxZxcXFi6NChYvbs2UII9oElvPjii2LIkCG33G8wGISfn5944403pG0ajUYoFAqxdetWS5TY4o0ZM0ZMmTLFaNuECRNEVFSUEIJ9YG4AxI4dO6TvDbnemZmZAoBISUmR2nz33XdCJpOJixcvmqVO3kmzssrKSqSmpiIiIkLaJpfLERERgaSkJCtWZh+0Wi0AwNvbGwCQmpqKqqoqo/7o2rUrAgMD2R8mFhMTgzFjxhhda4B9YAlff/01QkND8be//Q0+Pj7o27cvPvroI2l/dnY28vPzjfpApVIhLCyMfWAigwYNQnx8PE6fPg0AOHr0KA4cOIBRo0YBYB9YWkOud1JSEjw9PREaGiq1iYiIgFwuR3Jyslnq4gvWrezKlSvQ6/Xw9fU12u7r64tTp05ZqSr7YDAYMGfOHAwePBg9e/YEAOTn58PZ2Rmenp5GbX19fZGfn2+FKlumbdu24ciRI0hJSamzj31gfr/99hvWr1+PefPm4aWXXkJKSgpmzZoFZ2dnREdHS9e5vr+X2AemsWDBAuh0OnTt2hUODg7Q6/VYsWIFoqKiAIB9YGENud75+fnw8fEx2u/o6Ahvb2+z9QlDGtmtmJgYZGRk4MCBA9Yuxa7k5uZi9uzZiIuLg4uLi7XLsUsGgwGhoaF4/fXXAQB9+/ZFRkYGNmzYgOjoaCtXZx/++9//YvPmzdiyZQt69OiB9PR0zJkzB2q1mn1AEg53WlmbNm3g4OBQZ+ZaQUEB/Pz8rFRVyzdz5kzs3r0b+/btg7+/v7Tdz88PlZWV0Gg0Ru3ZH6aTmpqKwsJC9OvXD46OjnB0dERCQgLWrl0LR0dH+Pr6sg/MrF27dujevbvRtm7duiEnJwcApOvMv5fM54UXXsCCBQswadIk9OrVC48//jjmzp2L2NhYAOwDS2vI9fbz86szoa+6uhpFRUVm6xOGNCtzdnZG//79ER8fL20zGAyIj49HeHi4FStrmYQQmDlzJnbs2IG9e/ciODjYaH///v3h5ORk1B9ZWVnIyclhf5jI8OHDcfz4caSnp0uf0NBQREVFSX9mH5jX4MGD6yw9c/r0aQQFBQEAgoOD4efnZ9QHOp0OycnJ7AMTuX79OuRy4/8EOzg4wGAwAGAfWFpDrnd4eDg0Gg1SU1OlNnv37oXBYEBYWJh5CjPLdARqlG3btgmFQiE2bdokMjMzxfTp04Wnp6fIz8+3dmktzowZM4RKpRL79+8Xly5dkj7Xr1+X2jzzzDMiMDBQ7N27Vxw+fFiEh4eL8PBwK1bd8t08u1MI9oG5HTp0SDg6OooVK1aIM2fOiM2bNws3Nzfx2WefSW1WrlwpPD09xVdffSWOHTsmHn74YREcHCzKysqsWHnLER0dLdq3by92794tsrOzxZdffinatGkj5s+fL7VhH5hWcXGxSEtLE2lpaQKAWLNmjUhLSxPnz58XQjTseo8cOVL07dtXJCcniwMHDojOnTuLyZMnm61mhjQb8e6774rAwEDh7OwsBg4cKA4ePGjtklokAPV+Nm7cKLUpKysT//znP4WXl5dwc3MT48ePF5cuXbJe0XbgjyGNfWB+u3btEj179hQKhUJ07dpVfPjhh0b7DQaDWLRokfD19RUKhUIMHz5cZGVlWanalken04nZs2eLwMBA4eLiIjp27ChefvllUVFRIbVhH5jWvn376v37Pzo6WgjRsOt99epVMXnyZOHu7i6USqV46qmnRHFxsdlqlglx0/LGRERERGQT+EwaERERkQ1iSCMiIiKyQQxpRERERDaIIY2IiIjIBjGkEREREdkghjQiIiIiG8SQRkRERGSDGNKIiIiIbBBDGhEREZENYkgjIiIiskEMaUREREQ2iCGNiIiIyAYxpBERERHZIIY0IiIiIhvEkEZERERkgxjSiIiIiGwQQxoRERGRDWJIIyIiIrJBDGlERERENoghjYiIiMgGMaQRERER2SBHaxfQnBkMBuTl5cHDwwMymcza5RAREZGNE0KguLgYarUacvnt75UxpDVBXl4eAgICrF0GERERNTO5ubnw9/e/bZtmGdJiY2Px5Zdf4tSpU3B1dcWgQYOwatUqdOnSRWpTXl6O5557Dtu2bUNFRQUiIyPx/vvvw9fXV2qTk5ODGTNmYN++fXB3d0d0dDRiY2Ph6Niwy+Lh4QGg5kIrlUrT/pJERETU4uh0OgQEBEgZ4naaZUhLSEhATEwMBgwYgOrqarz00ksYMWIEMjMz0apVKwDA3Llz8c0332D79u1QqVSYOXMmJkyYgJ9//hkAoNfrMWbMGPj5+eGXX37BpUuX8MQTT8DJyQmvv/56g+qoHeJUKpUMaURERNRgDXlMSiaEEBaoxawuX74MHx8fJCQk4L777oNWq0Xbtm2xZcsW/PWvfwUAnDp1Ct26dUNSUhLuuecefPfdd3jwwQeRl5cn3V3bsGEDXnzxRVy+fBnOzs5/el6dTgeVSgWtVsuQRkRE1EKUVlTDyUEOZ0fTz69sTHZoEbM7tVotAMDb2xsAkJqaiqqqKkREREhtunbtisDAQCQlJQEAkpKS0KtXL6Phz8jISOh0Opw4caLe81RUVECn0xl9iIiIqPmq1huQmafD1kM5ePF/xxD5ViJ6LdmDw+eKrF1a8xzuvJnBYMCcOXMwePBg9OzZEwCQn58PZ2dneHp6GrX19fVFfn6+1ObmgFa7v3ZffWJjY7F06VIT/wZERERkCUIIXNKWIz1XU/PJ0eD4RS3KqvR12p7KL8agu9pYocrfNfuQFhMTg4yMDBw4cMDs51q4cCHmzZsnfa99+I+IiIhsT0lFNY7lapB+oSaQpedqUFhcUaedu8IRvf1V6BPgKX18lC5WqNhYsw5pM2fOxO7du5GYmGg0jdXPzw+VlZXQaDRGd9MKCgrg5+cntTl06JDR8QoKCqR99VEoFFAoFCb+LYiIiKipqvUGZBUU42iuFum515Ceq8GZwhL88cl7B7kMXf08EHIjjPUN8ESntu6Qy21vvdNmGdKEEHj22WexY8cO7N+/H8HBwUb7+/fvDycnJ8THx2PixIkAgKysLOTk5CA8PBwAEB4ejhUrVqCwsBA+Pj4AgLi4OCiVSnTv3t2yvxARERE1mBACedpypOdocPTC7Yct23u6ok9gTRgLCfBET7UKrs4OVqi68ZplSIuJicGWLVvw1VdfwcPDQ3qGTKVSwdXVFSqVClOnTsW8efPg7e0NpVKJZ599FuHh4bjnnnsAACNGjED37t3x+OOPY/Xq1cjPz8crr7yCmJgY3i0jIiKyIbryKhyT7pBpkZ6rwZWSusOWHgpH6Q5ZnxuhrK1H8/1verNcguNWa4ts3LgRTz75JIDfF7PdunWr0WK2Nw9lnj9/HjNmzMD+/fvRqlUrREdHY+XKlQ1ezJZLcBAREZlWld6ArPzi3x/uz9Xg18t1hy0d5TJ0bedxI5B5oU+ACh3b2Oaw5c0akx2aZUizFQxpREREd04IgQvXypCeq8HRG4EsI0+L8ipDnbb+Xq5GD/b3aEbDljdrTHZolsOdRERE1Pxoy6pw7KaZlkcvaHClpLJOOw8XR6NAFhLgiTbuzXfY8k4xpBEREZHJVekNOHWpGOm515B24y7Zb5dL67RzlMvQrZ1SCmN9AjzRsU0rmx+2tASGNCIiImqS2mHLtNzau2TXcCJPh4rqusOWgd5uNz3cr0IPtQouTs1v2NISGNKIiIioUbTXq3D0wu/PkaXnanC1tO6wpcrVqSaQ+avQJ9ATIf6eaG2Hw5Z3ymIhrWPHjkhJSUHr1q2Ntms0GvTr1w+//fabpUohIiKiBqqsNuBUvk56jVJ6rga/Xak7bOnkIEP3PwxbBrdpdcsVGejPWSyknTt3Dnp93UXmKioqcPHiRUuVQURERLcghEBO0XWj5S9O5OlQWc+wZVBrN6MH+7u3U3LY0sTMHtK+/vpr6c979uyBSqWSvuv1esTHx6NDhw7mLoOIiIj+QHO98sbyFzULxR69oEVRPcOWnm5OCPG/8RxZoCf6+HvCq5WzFSq2L2YPaePGjQNQswBtdHS00T4nJyd06NABb775prnLICIismsV1XqcvFSM9JyaMJaeq0F2PcOWzg5ydFMr0femJTCCWrtx2NIKzB7SDIaaW6TBwcFISUlBmzZtzH1KIiIiuyaEwPmrxsOWmXk6VOrrDlt2uDFsWfscWXe1EgpHDlvaAos9k5adnW2pUxEREdmVa6WVSP/DIrGa61V12nm5ORm/25LDljbNoktwxMfHIz4+HoWFhdIdtlqffPKJJUshIiJqliqq9TiRpzNa/uL81et12jk7yNFdXTPbsm9gTSgL9OawZXNisZC2dOlSLFu2DKGhoWjXrh3/JSEiIvoTQgicu3od6bnXpLtkmZd0qNLXfe12xzatjO6SdWunhLOj3ApVk6lYLKRt2LABmzZtwuOPP26pUxIRETUrRaWVOJqrkV6jdDRXA21Z3WFL71bORstfhPir4OnGYcuWxmIhrbKyEoMGDbLU6YiIiGxaeZUemZd00h2y9FwNcorqGbZ0lKOnWok+AV7S8hcB3q4ckbIDFgtp//jHP7BlyxYsWrTIUqckIiKyCQaDQPbVUqTn1DzUn56rwclbDVu2bVXzHFmAJ/oEeKGLnweHLe2UxUJaeXk5PvzwQ/z444/o3bs3nJycjPavWbPGUqUQERGZ1dWSCqPlL47maqArr67Tro27szTLsk+gJ3r7e0Ll6lTPEckeWSykHTt2DH369AEAZGRkGO3jLVsiImquyqv0OJGnRdpNy1/kFpXVaadwlKNXe5XRmmT+Xhy2pFuzWEjbt2+fpU5FRERkFgaDwG9XSpB+4zVK6bkanLpUjGpD3WHLTm1bSc+R9Q3wRBc/Dzg5cNiSGs6i66QRERE1J5eLK6Thytq7ZMW3Gbbsc+M5st4BKihdOGxJTWOxkDZs2LDb3tLdu3evpUohIiKqo6xSj4w8rdFsy4uausOWLk41w5a1z5H1CfBEe08OW5LpWSyk1T6PVquqqgrp6enIyMio8+J1IiIiczIYBH69XIK0m+6Sncovhv4Pw5YyGXBXW/eaO2SBNQ/4c9iSLMViIe2tt96qd/uSJUtQUlJiqTKIiMgOFRaX4+hNz5Edy9WiuKLusGVbD4U0bNk3wBO9/FXw4LAlWYlMCFH3aUcLOnv2LAYOHIiioiJrlnFHdDodVCoVtFotlEqltcshIiLUDFsev6g1erdlfcOWrk4O6OWvMlq5X61y4bAlmVVjsoPVJw4kJSXBxcXF2mUQEVEzpL8xbJmeo5GGLrMK6h+2vNvHw2j5i7t93eHIYUuyYRYLaRMmTDD6LoTApUuXcPjwYb6FgIiIGqRQV270XstjF7QoqWfY0lepkGZahgSo0NvfE+4Kq9+XIGoUi/0bq1KpjL7L5XJ06dIFy5Ytw4gRIyxVBhERNROlFdV1hi0vacvrtHNzdqhZJPbGemQhAZ5op3K1QsVEpmWxkLZx40ZLnYqIiJoZvUHgTGGx9G7LtBwNThcU449rxMplwN2+Hr+vSRboic4+HnCQ8zkyanksfu83NTUVJ0+eBAD06NEDffv2tXQJRERkZfnacqTnXpOeIzt+QYvSSn2ddn5KF6PnyHr7q9CKw5ZkJyz2b3phYSEmTZqE/fv3w9PTEwCg0WgwbNgwbNu2DW3btrVUKUREZEGlFdU4dkF7Y8iyZgmMAl1FnXZuzg7o7a+qeZVSQM0//VScWEb2y2Ih7dlnn0VxcTFOnDiBbt26AQAyMzMRHR2NWbNmYevWrZYqhYiIzERvEDhdUGz0HNnthi373lgglsOWRHVZbJ00lUqFH3/8EQMGDDDafujQIYwYMQIajcYSZZgU10kjInt3SVtW8xqlCxqk52hw/KIW1+sZtlSrXKQV+/vcWCTWzZnDlmR/bHKdNIPBACenuqs2Ozk5wWAwWKoMIiK6QyUV1Th24cYdshsP+Nc3bOmucLwxbFnzLFnfAE/4KDlsSdRYFgtp999/P2bPno2tW7dCrVYDAC5evIi5c+di+PDhliqDiIgaoFpvwOmCEqPnyM4UluCPYy8Ochm6+HrUvGj8xrBlp7buHLYkMgGLhbT33nsPDz30EDp06ICAgAAAQG5uLnr27InPPvvMUmUQEdEfCCGQpy3//TmyG8OWZVV1hy3be7oaLX/RU62Cq7ODFaomavksFtICAgJw5MgR/Pjjjzh16hQAoFu3boiIiLBUCUREBKC4vOqm2ZY1n8vFdYctPRSO6B2gMlq538eDw5ZElmL1F6w3Z5w4QES2rkpvQFZ+sRTGjuZqcPZy/cOWXf08pPXI+gbUDFvKOWxJZFI2NXFg7969mDlzJg4ePFinGK1Wi0GDBmHDhg249957zV0KEVGLJoTAhWtlOHpjpmV6rgYZeVqUV9WdnNXe09XoOTIOWxLZHrOHtLfffhvTpk2rNy2qVCo8/fTTWLNmDUMaEVEj6cqrcCxXKz3Yn56rwZWSyjrtPFwcpaUvamdctvVQWKFiImoMs4e0o0ePYtWqVbfcP2LECPzrX/8ydxlERM1a7bBlWm7tXbJr+PVyaZ12jnIZurVTIiSgduV+T3Rs04rDlkTNkNlDWkFBQb3ro0kFODri8uXL5i6DiKjZqB22vPnB/oyLWlRU1x22DPB2le6S9Q30RA+1Ci5OHLYkagnMHtLat2+PjIwM3HXXXfXuP3bsGNq1a2fuMoiIbJa2rKpmkdgbz5EdvVD/sKXSxVFaHLZPoCd6+3uijTuHLYlaKrOHtNGjR2PRokUYOXIkXFyMp26XlZVh8eLFePDBBxt1zMTERLzxxhtITU3FpUuXsGPHDowbN07aL4TA4sWL8dFHH0Gj0WDw4MFYv349OnfuLLUpKirCs88+i127dkEul2PixIl455134O7u3qTfl4jodiqrDTiVr8PRXE3N0GWuBr/VM2zp5FAzbCmtSRbgiQ6tOWxJZE/MHtJeeeUVfPnll7j77rsxc+ZMdOnSBQBw6tQprFu3Dnq9Hi+//HKjjllaWoqQkBBMmTIFEyZMqLN/9erVWLt2Lf79738jODgYixYtQmRkJDIzM6WgGBUVhUuXLiEuLg5VVVV46qmnMH36dGzZsqXpvzQREWr+D2NuURnSbjzYfzRXg4w8HSrrGbYM9HYzWiS2ezslhy2J7JxF1kk7f/48ZsyYgT179qD2dDKZDJGRkVi3bh2Cg4Pv+NgymczoTpoQAmq1Gs899xyef/55ADVLffj6+mLTpk2YNGkSTp48ie7duyMlJQWhoaEAgO+//x6jR4/GhQsXpNdW/Rmuk0ZEN9Ner5JeNJ6eew1HL2hRVFp32NLTzanObEvvVs5WqJiILM2m1kkDgKCgIHz77be4du0azp49CyEEOnfuDC8vL5OfKzs7G/n5+UZvMlCpVAgLC0NSUhImTZqEpKQkeHp6SgENACIiIiCXy5GcnIzx48fXe+yKigpUVPy+KrdOpzN5/UTUPFRWG3Dyks7o4f7sK/UPW3avHbYMrFm5v0NrN8hkHLYkotuz2GuhAMDLywsDBgww6zny8/MBAL6+vkbbfX19pX35+fnw8fEx2u/o6Ahvb2+pTX1iY2OxdOlSE1dMRLZOCIHzV6/j6AUN0m483J+Zp0Olvu6wZVBrN6PnyLpx2JKI7pBFQ1pzt3DhQsybN0/6rtPppJfFE1HLca20Uhq2PHqh5lmya9er6rTzdHOqGa68sWp/H39PeHHYkohMpMWFND8/PwA167PdvLRHQUEB+vTpI7UpLCw0+rnq6moUFRVJP18fhUIBhYLT3YlakopqPU5eKkZ6zu+r9p+7er1OO2cHObqrjWdbBnHYkojMqMWFtODgYPj5+SE+Pl4KZTqdDsnJyZgxYwYAIDw8HBqNBqmpqejfvz+AmneMGgwGhIWFWat0IjIzIQTOXb2OozfCWFquBidvMWwZ3KaVUSDr2s4DCkcOWxKR5VgspOl0ulvOYjh79uwtF7utT0lJCc6ePSt9z87ORnp6Ory9vREYGIg5c+bgtddeQ+fOnaUlONRqtTQDtFu3bhg5ciSmTZuGDRs2oKqqCjNnzsSkSZMaPLOTiGxfUWmlFMhqF4nV1DNs6d3KGSH+N16jFOiJEH8VPN04bElE1mWxkDZmzBj8+OOPdYYLs7KyMHz4cFy4cKHBxzp8+DCGDRsmfa99Tiw6OhqbNm3C/PnzUVpaiunTp0Oj0WDIkCH4/vvvjRbT3bx5M2bOnInhw4dLi9muXbu2ib8lEVlLeZUemZd00nNk6bkanK9v2NJRjp5qJUJu3CHrG+CFAG9XDlsSkc2xyDppADBq1CjIZDJ8/fXXcHSsyYYnT57E/fffj0ceeQTvvPOOJcowKa6TRmQdBoPAuaulRstfnLykQ5W+7l9nHdv+YdjSTwlnR7kVqiYialx2sFhIKysrQ0REBPz9/bFt2zacOHECw4cPR1RUFNasWWOJEkyOIY3IMq6WVNTcHcupeY7s2AUttGV1hy1bt3I2WrW/d3tPqNycrFAxEVH9bG4xWwBwdXXFN998g7/85S945JFHkJiYiCeeeAJvvPGGpUogomagvEqPE3lapOdqb9wlu4bcorI67RSOcvRsrzK6S+bvxWFLImo5zBrS/rgiv1wux+eff44HHngAEydOxKJFi6Q2vBNFZH8MBoHfrpRK77WsHbasNtS9wd+pbauaB/sDah7w79rOA04OHLYkopbLrMOdcrm83v9Xe/P7O4UQkMlk0Ov15irDbDjcSdQ4V0oqbrzX8vfZlsXl1XXatXF3NnqvZW9/T6hcOWxJRM2fzQx37tu3z5yHJyIbVjtsmXZTKLtwrf5hy161w5aBNav3c9iSiMjMIW3o0KHmPDwR2YiaYcsSpN20/MWpS8V1hi1lMuCutu7S8hd9AjzRxY/DlkRE9bHYxIGNGzfC3d0df/vb34y2b9++HdevX0d0dLSlSiGiJrpcXCE91H80V3vLYcu2HgqjB/t7+augdOGwJRFRQ1gspMXGxuKDDz6os93HxwfTp09nSCOyUWWVemTkaY2eJbuoqTts6erkUDNsGfj7C8fVKhcOWxIR3SGLhbScnBwEBwfX2R4UFIScnBxLlUFEt2EwCJy9XPL7IrE5GmQVFENfz7BlZx/3G3fIvNAnwBN3+7rDkcOWREQmY7GQ5uPjg2PHjqFDhw5G248ePYrWrVtbqgwiukmhrhxpNy1/ceyCFiUVdYctfWqHLQNrhi17+3vCXWGxvz6IiOySxf6WnTx5MmbNmgUPDw/cd999AICEhATMnj0bkyZNslQZRHbremU1jl/QSg/2p+dokKctr9PO1ckBvfyNF4ltx2FLIiKLs1hIW758Oc6dO4fhw4dL7+40GAx44okn8Prrr1uqDCK7oDcInC0sQXrutRtDl1qcvsWw5d0+HtJ6ZBy2JCKyHRZ7d2et06dP4+jRo3B1dUWvXr0QFBRkydObFBezJVuRry2/6WXj13D8ghallXUXiPZTuiDkxor9tbMtOWxJRGQ5NrOYbX3uvvtu3H333ZY+LVGLUVpRjeMXtdKQZXquBvm6usOWbs4O6O2vQkiAJ/reeMDfT+VihYqJiOhOWDSkXbhwAV9//TVycnJQWVlptG/NmjWWLIWoWdAbBE4XFBu92/J0QTH++GpLuQy429fj9+fIAj3R2ccDDnI+R0ZE1FxZLKTFx8fjoYceQseOHXHq1Cn07NkT586dgxAC/fr1s1QZRDatZtjyGtJu3CU7flGL6/UMW7ZTuRg9R9arvQqtOGxJRNSiWOxv9YULF+L555/H0qVL4eHhgS+++AI+Pj6IiorCyJEjLVUGkc0oqaiZbVn7HFl6rgYFuoo67Vo5O6C3/+/LX/QJ8ISvksOWREQtncVC2smTJ7F169aakzo6oqysDO7u7li2bBkefvhhzJgxw1KlEFlctd6A0wUlRsOWZwrrDls6yGXo4uvx+3NkgZ7o1Nadw5ZERHbIYiGtVatW0nNo7dq1w6+//ooePXoAAK5cuWKpMojMTgiBSzfPtrwxbFlWVXfYsr2n643ZljUP9vdsr4SbM4ctiYjIgiHtnnvuwYEDB9CtWzeMHj0azz33HI4fP44vv/wS99xzj6XKIDK54vIqHL+grXmO7MbncnHdYUt3hSN6/2GRWB8OWxIR0S1YLKStWbMGJSUlAIClS5eipKQEn3/+OTp37syZndRsVOsNOJVfXLNq/43lL85eLsEfVxt0kMvQ1e/3RWL7BtQMW8o5bElERA1k8cVsWxIuZtuyCSGQpy2/EcZqHuw/flGL8ipDnbbtPV2Nlr/oqVbB1dnBClUTEZEts8nFbDt27IiUlJQ6L1PXaDTo168ffvvtN0uVQlQv3Y1hy/RcDdJyNDh6of5hSw+Fo7T0RUiAJ0ICVPDx4LAlERGZlsVC2rlz56DX131wuqKiAhcvXrRUGUQAgCq9AVn5xTe9SkmDX+sZtnSUy9C1nYf0YH+fABU6tuGwJRERmZ/ZQ9rXX38t/XnPnj1QqVTSd71ej/j4eHTo0MHcZZAdE0LgwrUyo+fIMvLqH7b09/p92LJvoCd6qFVwceKwJRERWZ7ZQ9q4ceMAADKZDNHR0Ub7nJyc0KFDB7z55pvmLoPsiLasCsduBLKjFzRIz9XiSkndYUuly+/DlrVDl23cFVaomIiIqC6zhzSDoeZuRXBwMFJSUtCmTRtzn5LsSGW1AafydTiaq5GWwPjtcmmddo5yGbq1Uxo93B/cuhWHLYmIyGZZ7Jm07OxsS52KWqjaYcva91qm517DiTwdKqrrDlsGersZvduyh1rJYUsiImpWzB7SkpKScPXqVTz44IPStv/85z9YvHgxSktLMW7cOLz77rtQKDjMRMa016tuDFf+/iqlq6WVddqpXJ2kMNY3wBO9/VVozWFLIiJq5swe0pYtW4a//OUvUkg7fvw4pk6diieffBLdunXDG2+8AbVajSVLlpi7FLJhldUGnLykMwpkv12pO2zp5CBD99phy8CaGZcdWrtBJuOwJRERtSxmD2np6elYvny59H3btm0ICwvDRx99BAAICAjA4sWLGdLsiBACOUXXjZa/OJGnQ2U9w5ZBrd2MHuzv3o7DlkREZB/MHtKuXbsGX19f6XtCQgJGjRolfR8wYAByc3PNXQZZkeZ65Y07ZFqk517D0QtaFNUzbOnp5oQQ/98f7A/x94R3K2crVExERGR9Zg9pvr6+yM7ORkBAACorK3HkyBEsXbpU2l9cXAwnJydzl0EWUlGtx8lLxdKQZXquBtn1DFs6O8jRTa1E35uWwAjisCUREZHE7CFt9OjRWLBgAVatWoWdO3fCzc0N9957r7T/2LFj6NSpk7nLIDMQQuD8VeNhy8w8HSr1dYctg9u0Qoi/6vdhS7USCkcOWxIREd2K2UPa8uXLMWHCBAwdOhTu7u7497//DWfn34ewPvnkE4wYMcLcZZAJXCutRPpNq/YfvaCB5npVnXZebk7Sa5RCAmqCmacbhy2JiIgaQybEH99WaB5arRbu7u5wcDC+e1JUVAR3d3ej4NZcNOZN9s1NRbUemXk6o7tk569er9PO2VGOHuqbFokN8ESgN4ctiYiI6tOY7GCxxWxvfmfnzby9vS1VAt2CEALZV0qN3m2ZeUmHKn3d/N6xTSujB/u7tVPC2VFuhaqJiIhaNouFNLIdV0sqfg9kF7Q4mquBtqzusKV3K2ej5S9C/FUctiQiIrIQhrQWrrxKjxNGw5bXkFtUVqedwlGOnu1VNUtgBNas3O/v5cphSyIiIithSGtBDAaB7KulRstfnLzVsGXbVtJrlPoEeKFrOw84OXDYkoiIyFYwpDVjV0sqpNcopd34p668uk671jcNW/YJ9ETv9p5QuXFtOiIiIltm9yFt3bp1eOONN5Cfn4+QkBC8++67GDhwoLXLqqNm2FKLtJuWv7jVsGWv9irpheN9OGxJRETULNl1SPv8888xb948bNiwAWFhYXj77bcRGRmJrKws+Pj4WLU2XXkVfjhRgPTca0jP1eDUpWJUG4yHLWUyoFNbd6PlL7r4cdiSiIioJbDYOmm2KCwsDAMGDMB7770HADAYDAgICMCzzz6LBQsW/OnPm3OdtIuaMgxeuddoWxt3Rc1zZIE1gayXvwpKFw5bEhERNRc2uU6aramsrERqaioWLlwobZPL5YiIiEBSUlK9P1NRUYGKigrpu06nM1t9apULIrr5ILhNK/QJ8EKfQE+oVS4ctiQiIrITdhvSrly5Ar1eD19fX6Ptvr6+OHXqVL0/Exsba/RyeHOSyWT4v+gBFjkXERER2R4+vNQICxcuhFarlT65ubnWLomIiIhaKLu9k9amTRs4ODigoKDAaHtBQQH8/Pzq/RmFQgGFQmGJ8oiIiMjO2W1Ic3Z2Rv/+/REfH49x48YBqJk4EB8fj5kzZzboGLVzLsz5bBoRERG1HLWZoSHzNu02pAHAvHnzEB0djdDQUAwcOBBvv/02SktL8dRTTzXo54uLiwEAAQEB5iyTiIiIWpji4mKoVKrbtrHrkPb3v/8dly9fxquvvor8/Hz06dMH33//fZ3JBLeiVquRm5sLDw+PJs+61Ol0CAgIQG5ursmX86CGYR9YH/vA+tgH1sXrb33m7gMhBIqLi6FWq/+0rV2vk2ZLzLnmGjUM+8D62AfWxz6wLl5/67OlPuDsTiIiIiIbxJBGREREZIMY0myEQqHA4sWLucSHFbEPrI99YH3sA+vi9bc+W+oDPpNGREREZIN4J42IiIjIBjGkEREREdkghjQiIiIiG8SQRkRERGSDGNJsxLp169ChQwe4uLggLCwMhw4dsnZJLVJsbCwGDBgADw8P+Pj4YNy4ccjKyjJqU15ejpiYGLRu3Rru7u6YOHEiCgoKrFRxy7dy5UrIZDLMmTNH2sY+ML+LFy/iscceQ+vWreHq6opevXrh8OHD0n4hBF599VW0a9cOrq6uiIiIwJkzZ6xYccui1+uxaNEiBAcHw9XVFZ06dcLy5cuN3ufIPjCtxMREjB07Fmq1GjKZDDt37jTa35DrXVRUhKioKCiVSnh6emLq1KkoKSkxW80MaTbg888/x7x587B48WIcOXIEISEhiIyMRGFhobVLa3ESEhIQExODgwcPIi4uDlVVVRgxYgRKS0ulNnPnzsWuXbuwfft2JCQkIC8vDxMmTLBi1S1XSkoKPvjgA/Tu3dtoO/vAvK5du4bBgwfDyckJ3333HTIzM/Hmm2/Cy8tLarN69WqsXbsWGzZsQHJyMlq1aoXIyEiUl5dbsfKWY9WqVVi/fj3ee+89nDx5EqtWrcLq1avx7rvvSm3YB6ZVWlqKkJAQrFu3rt79DbneUVFROHHiBOLi4rB7924kJiZi+vTp5itakNUNHDhQxMTESN/1er1Qq9UiNjbWilXZh8LCQgFAJCQkCCGE0Gg0wsnJSWzfvl1qc/LkSQFAJCUlWavMFqm4uFh07txZxMXFiaFDh4rZs2cLIdgHlvDiiy+KIUOG3HK/wWAQfn5+4o033pC2aTQaoVAoxNatWy1RYos3ZswYMWXKFKNtEyZMEFFRUUII9oG5ARA7duyQvjfkemdmZgoAIiUlRWrz3XffCZlMJi5evGiWOnknzcoqKyuRmpqKiIgIaZtcLkdERASSkpKsWJl90Gq1AABvb28AQGpqKqqqqoz6o2vXrggMDGR/mFhMTAzGjBljdK0B9oElfP311wgNDcXf/vY3+Pj4oG/fvvjoo4+k/dnZ2cjPzzfqA5VKhbCwMPaBiQwaNAjx8fE4ffo0AODo0aM4cOAARo0aBYB9YGkNud5JSUnw9PREaGio1CYiIgJyuRzJyclmqcvRLEelBrty5Qr0ej18fX2Ntvv6+uLUqVNWqso+GAwGzJkzB4MHD0bPnj0BAPn5+XB2doanp6dRW19fX+Tn51uhypZp27ZtOHLkCFJSUursYx+Y32+//Yb169dj3rx5eOmll5CSkoJZs2bB2dkZ0dHR0nWu7+8l9oFpLFiwADqdDl27doWDgwP0ej1WrFiBqKgoAGAfWFhDrnd+fj58fHyM9js6OsLb29tsfcKQRnYrJiYGGRkZOHDggLVLsSu5ubmYPXs24uLi4OLiYu1y7JLBYEBoaChef/11AEDfvn2RkZGBDRs2IDo62srV2Yf//ve/2Lx5M7Zs2YIePXogPT0dc+bMgVqtZh+QhMOdVtamTRs4ODjUmblWUFAAPz8/K1XV8s2cORO7d+/Gvn374O/vL2338/NDZWUlNBqNUXv2h+mkpqaisLAQ/fr1g6OjIxwdHZGQkIC1a9fC0dERvr6+7AMza9euHbp37260rVu3bsjJyQEA6Trz7yXzeeGFF7BgwQJMmjQJvXr1wuOPP465c+ciNjYWAPvA0hpyvf38/OpM6KuurkZRUZHZ+oQhzcqcnZ3Rv39/xMfHS9sMBgPi4+MRHh5uxcpaJiEEZs6ciR07dmDv3r0IDg422t+/f384OTkZ9UdWVhZycnLYHyYyfPhwHD9+HOnp6dInNDQUUVFR0p/ZB+Y1ePDgOkvPnD59GkFBQQCA4OBg+Pn5GfWBTqdDcnIy+8BErl+/Drnc+D/BDg4OMBgMANgHltaQ6x0eHg6NRoPU1FSpzd69e2EwGBAWFmaewswyHYEaZdu2bUKhUIhNmzaJzMxMMX36dOHp6Sny8/OtXVqLM2PGDKFSqcT+/fvFpUuXpM/169elNs8884wIDAwUe/fuFYcPHxbh4eEiPDzcilW3fDfP7hSCfWBuhw4dEo6OjmLFihXizJkzYvPmzcLNzU189tlnUpuVK1cKT09P8dVXX4ljx46Jhx9+WAQHB4uysjIrVt5yREdHi/bt24vdu3eL7Oxs8eWXX4o2bdqI+fPnS23YB6ZVXFws0tLSRFpamgAg1qxZI9LS0sT58+eFEA273iNHjhR9+/YVycnJ4sCBA6Jz585i8uTJZquZIc1GvPvuuyIwMFA4OzuLgQMHioMHD1q7pBYJQL2fjRs3Sm3KysrEP//5T+Hl5SXc3NzE+PHjxaVLl6xXtB34Y0hjH5jfrl27RM+ePYVCoRBdu3YVH374odF+g8EgFi1aJHx9fYVCoRDDhw8XWVlZVqq25dHpdGL27NkiMDBQuLi4iI4dO4qXX35ZVFRUSG3YB6a1b9++ev/+j46OFkI07HpfvXpVTJ48Wbi7uwulUimeeuopUVxcbLaaZULctLwxEREREdkEPpNGREREZIMY0oiIiIhsEEMaERERkQ1iSCMiIiKyQQxpRERERDaIIY2IiIjIBjGkEREREdkghjQiIiIiG8SQRkRERGSDGNKIiIiIbBBDGhEREZENYkgjIiIiskEMaUREREQ2iCGNiIiIyAYxpBERERHZIIY0IiIiIhvEkEZERERkgxjSiIiIiGyQoyVOcvLkSWzbtg0//fQTzp8/j+vXr6Nt27bo27cvIiMjMXHiRCgUCkuUQkRERNQsyIQQwlwHP3LkCObPn48DBw5g8ODBGDhwINRqNVxdXVFUVISMjAz89NNP0Ol0mD9/PubMmcOwRkRERAQzh7Tg4GA8//zziIqKgqen5y3bJSUl4Z133kHv3r3x0ksvmascIiIiombDrCGtqqoKTk5OZmtvbQaDAXl5efDw8IBMJrN2OURERGTjhBAoLi6GWq2GXH77qQFmDWkAkJ2djeDgYHOewmouXLiAgIAAa5dBREREzUxubi78/f1v28bsEwc6deqEoKAgDBs2TPr8WVHNhYeHB4CaC61UKq1cDREREdk6nU6HgIAAKUPcjtlD2t69e7F//37s378fW7duRWVlJTp27Ij7779fCm2+vr7mLsMsaoc4lUolQxoRERH9f3t3HhTFmf4B/DsMMNyMgDBgQPEWRTxQBA9QiKhoNFgaEQGveCzGa03URKPGimfUNepGk1+CujHxWjXGxLhEDsUDDV7ggbeQACoiDMghDO/vD8teZ0EjgRlAv5+qqbLffvvtp/utkKfe7rffl/Yyr0np/HHns4qLi3H8+HEpaTt16hRKS0vRunVrXLx4UV9h1Bi1Wg1ra2vk5eUxSSMiIqI/VZXcQa9J2lOPHz/GsWPHcPDgQWzatAkFBQXQaDT6DqPamKQRERFRVVQld9DLx2wfP36MkydPIjY2FnFxcUhMTISzszN69eqF9evXw9fXVx9hEBEREdUbOk/S+vTpg8TERLi6usLX1xcTJ07Ed999B0dHR12fmoiIiKje0nmSdvToUTg6OqJPnz7w8/ODr68vbG1tdX1aIiIionpN5wus5+bm4ssvv4SZmRmWL18OJycnuLu7Y8qUKdi9ezfu37+v6xCIiIiI6h29TxzIz89HQkKC9H7a+fPn0aJFC6SkpOgzjBrBiQNERERUFVXJHXQ+kva/zM3NYWNjAxsbGzRo0ACGhoa4fPmyvsMgIiIiqtN0nqSVl5fj1KlTWLFiBfr37w+lUgkfHx/885//hEqlwoYNG3Dz5s0qtblw4ULIZDKtX+vWrQEAOTk5eO+999CqVSuYmprCxcUFU6dORV5enlYbaWlpCAoKgpmZGezt7fH++++jrKysxq6biIiIqDp0PnFAqVTi0aNHUKlU6N27N9asWQM/Pz80a9asWu22bdsWv/76q7RtaPjkUjIyMpCRkYHPPvsMbm5uuHPnDiZNmoSMjAzs3r0bAKDRaBAUFASVSoXjx48jMzMT4eHhMDIywpIlS6oVFxEREVFN0Pk7aZs2bULv3r3RsmXLGmtz4cKF2LdvH86dO/dS9Xft2oVRo0bh0aNHMDQ0xMGDBzFw4EBkZGRIS1Jt3LgRs2fPxv3792FsbPxS7fKdNCIiIqqKOvVO2sSJE9GyZUvExsY+t86GDRuq3O61a9fg5OSEpk2bIjQ0FGlpac+t+/RGPB1tO3HiBNzd3bXWDA0MDIRarX7h8lQlJSVQq9VaPyIiIiJd0NvEgeDgYCQlJVUoX7t2LebOnVultry8vLB582b88ssv+OKLL3Dr1i307NkT+fn5FepmZ2dj8eLFmDBhglSWlZVVYVH3p9tZWVnPPe/SpUthbW0t/ZydnasUNxEREdHL0luStnLlSvTv3x9XrlyRylatWoWPP/4YP/30U5Xa6t+/P4YNG4b27dsjMDAQP//8M3Jzc7Fz506temq1GkFBQXBzc8PChQurfQ1z585FXl6e9EtPT692m0RERESV0cvanQAwfvx45OTkICAgAAkJCdixYweWLFmCn3/+Gd27d69W20qlEi1btsT169elsvz8fPTr1w+WlpbYu3cvjIyMpH0qlQqnTp3SauPu3bvSvudRKBRQKBTVipWIiIjoZegtSQOADz74AA8ePICnpyc0Gg0OHTqEbt26VbvdgoIC3LhxA2FhYQCejKAFBgZCoVBg//79MDEx0arv7e2NTz/9FPfu3YO9vT0AIDo6GlZWVnBzc6t2PERERETVpdMk7fPPP69Q1qhRI5iZmaFXr144deqUNKI1derUl2531qxZGDRoEBo3boyMjAwsWLAAcrkcISEhUKvV6Nu3LwoLC/Htt99qveDfsGFDyOVy9O3bF25ubggLC8OKFSuQlZWFefPmITIykiNlREREVCfo9BMcrq6uLxeETFalD9qOGDECR44cwYMHD9CwYUP06NEDn376KZo1a4a4uDj07t270uNu3bqFJk2aAADu3LmDyZMnIy4uDubm5oiIiMCyZcukGaAvg5/gICIioqqoSu6g97U7XyVM0oiIiKgq6tR30oiIiIio6nSapC1btgyFhYUvVTcxMbHKn+IgIiIielXpNEm7dOkSGjdujL/97W84ePAg7t+/L+0rKyvDhQsX8M9//hM+Pj545513YGlpqctwiIiIiOoNnc7u3Lp1K86fP4/169dj5MiRUKvVkMvlUCgU0ghbx44dMX78eIwePbrCpzKIiIiIXld6mzhQXl6OCxcu4M6dOygqKoKdnR06dOgAOzs7fZxeJzhxgIiIiKqiKrmD3j5ma2BggA4dOqBDhw76OiURERFRvcXZnURERER1EJM0IiIiojqISRoRERFRHcQkjYiIiKgOYpJGREREVAfpbXbn22+/DZlMVqFcJpPBxMQEzZs3x8iRI9GqVSt9hURERERUZ+ltJM3a2hoxMTE4c+YMZDIZZDIZzp49i5iYGJSVlWHHjh3w8PDAsWPH9BUSERERUZ2lt5E0lUqFkSNHYv369TAweJIblpeXY9q0abC0tMT27dsxadIkzJ49GwkJCfoKi4iIiKhO0tuKAw0bNsSxY8fQsmVLrfKrV6/Cx8cH2dnZSE5ORs+ePZGbm6uPkKqNKw4QERFRVVQld9Db486ysjJcuXKlQvmVK1eg0WgAACYmJpW+t0ZERET0utHb486wsDCMGzcOH374Ibp06QIAOH36NJYsWYLw8HAAQHx8PNq2bauvkIiIiIjqLL0laWvWrIGDgwNWrFiBu3fvAgAcHBwwY8YMzJ49GwDQt29f9OvXT18hEREREdVZensn7VlqtRoA6v17XHwnjYiIiKqiKrmD3kbSnsWEhoiIiOjF9DZx4O7duwgLC4OTkxMMDQ0hl8u1fkRERET0X3obSRs9ejTS0tIwf/58ODo6chYnERER0QvoLUlLSEjA0aNH0aFDB32dkoiIiKje0tvjTmdnZ9TCHAUiIiKieklvSdo//vEPzJkzB7dv39bXKYmIiIjqLb097nznnXdQWFiIZs2awczMDEZGRlr7c3Jy9BUKERERUZ2ntyTtH//4h75ORURERFTv6S1Ji4iI0NepiIiIiOo9nSZparVa+nDt01UGnocfuCUiIiL6L50maQ0aNEBmZibs7e2hVCor/TaaEAIymQwajUaXoRARERHVKzqd3RkTEwMbGxsAQGxsLGJiYir8npZXxcKFCyGTybR+rVu3lvYXFxcjMjIStra2sLCwwNChQ6VF3Z9KS0tDUFAQzMzMYG9vj/fffx9lZWXVv2giIiKiGqDTkTRfX1/p366urnB2dq4wmiaEQHp6epXbbtu2LX799Vdp29Dwv5cyY8YM/PTTT9i1axesra0xZcoUBAcH49ixYwAAjUaDoKAgqFQqHD9+HJmZmQgPD4eRkRGWLFlS5ViIiIiIapreJg64urpKjz6flZOTA1dX1yo/7jQ0NIRKpapQnpeXh6+//hrfffcd+vTpAwCIiopCmzZtcPLkSXTr1g3/+c9/cOnSJfz6669wcHBAhw4dsHjxYsyePRsLFy6EsbHxX7/QGiKEQFEpHwETERHVBlMjea0vYam3JO3pu2f/q6CgACYmJlVu79q1a3BycoKJiQm8vb2xdOlSuLi4ICkpCaWlpQgICJDqtm7dGi4uLjhx4gS6deuGEydOwN3dHQ4ODlKdwMBATJ48GRcvXkTHjh0rPWdJSQlKSkqk7T+bDFEdRaUauH18SGftExER0fNd+iQQZsZ6S5MqpfOzz5w5EwAgk8kwf/58mJmZSfs0Gg0SExOrvJ6nl5cXNm/ejFatWiEzMxOLFi1Cz549kZKSgqysLBgbG0OpVGod4+DggKysLABAVlaWVoL2dP/Tfc+zdOlSLFq0qEqxEhEREf0VOk/Szp49C+DJSFpycrLWo0RjY2N4eHhg1qxZVWqzf//+0r/bt28PLy8vNG7cGDt37oSpqWnNBF6JuXPnSkkn8GQkzdnZWSfnMjWS49IngTppm4iIiF7M1Ehe2yHoPkmLjY0FAIwZMwZr167VyffQlEolWrZsievXr+PNN9/E48ePkZubqzWadvfuXekdNpVKhVOnTmm18XT2Z2XvuT2lUCigUChqPP7KyGSyWh9mJSIiotqjtwXWo6KidPbB2oKCAty4cQOOjo7o3LkzjIyMcPjwYWl/amoq0tLS4O3tDQDw9vZGcnIy7t27J9WJjo6GlZUV3NzcdBIjERERUVXodajmt99+w86dO5GWlobHjx9r7duzZ89LtzNr1iwMGjQIjRs3RkZGBhYsWAC5XI6QkBBYW1tj3LhxmDlzJmxsbGBlZYX33nsP3t7e6NatGwCgb9++cHNzQ1hYGFasWIGsrCzMmzcPkZGRehspIyIiInoRvY2kbd++HT4+Prh8+TL27t2L0tJSXLx4ETExMbC2tq5SW7///jtCQkLQqlUrDB8+HLa2tjh58iQaNmwIAFizZg0GDhyIoUOHolevXlCpVFpJoFwux4EDByCXy+Ht7Y1Ro0YhPDwcn3zySY1eMxEREdFfJRNCCH2cqH379pg4cSIiIyNhaWmJ8+fPw9XVFRMnToSjo2O9nDWpVqthbW2NvLw8rj1KREREf6oquYPeRtJu3LiBoKAgAE9mdT569AgymQwzZszAl19+qa8wiIiIiOoFvSVpDRo0QH5+PgCgUaNGSElJAQDk5uaisLBQX2EQERER1Qt6mzjQq1cvREdHw93dHcOGDcO0adMQExOD6Oho+Pv76ysMIiIionpBb0na+vXrUVxcDAD46KOPYGRkhOPHj2Po0KGYN2+evsIgIiIiqhf0NnHgRYqKinS6UoCucOIAERERVUWdnDhQmZKSEqxevRqurq61GQYRERFRnaPzJK2kpARz586Fp6cnfHx8sG/fPgBPViBwdXXFmjVrMGPGDF2HQURERFSv6PydtI8//hibNm1CQEAAjh8/jmHDhmHMmDE4efIkVq9ejWHDhkEur/1FTImIiIjqEp0nabt27cLWrVvx1ltvISUlBe3bt0dZWRnOnz8PmUym69MTERER1Us6f9z5+++/o3PnzgCAdu3aQaFQYMaMGUzQiIiIiF5A50maRqOBsbGxtG1oaAgLCwtdn5aIiIioXtP5404hBEaPHg2FQgEAKC4uxqRJk2Bubq5V79kF0ImIiIhedzpP0iIiIrS2R40apetTEhEREdV7Ok/SoqKidH0KIiIioldOrX7MloiIiIgqxySNiIiIqA5ikkZERERUBzFJIyIiIqqD9JakqdXq5+67fv26vsIgIiIiqhf0lqQFBQWhpKSkQnlqair8/Pz0FQYRERFRvaC3JM3CwgJvv/02ysrKpLLLly/Dz88PQ4cO1VcYRERERPWC3pK0PXv2IC8vD6GhoRBCICUlBX5+fggJCcHatWv1FQYRERFRvaC3JM3U1BQ//fQTUlNTMXz4cPj7+yM8PByrV6/WVwhERERE9YZOVxz438kCBgYG2LFjB958800MHToU8+fPl+pYWVnpMhQiIiKiekUmhBC6atzAwAAymaxC+dNTymQyCCEgk8mg0Wh0FYbOqNVqWFtbIy8vj0kmERER/amq5A46HUmLjY3VZfNEREREryydJmm+vr66bJ6IiIjolaW3iQNRUVHYtWtXhfJdu3Zhy5Yt+gqDiIiIqF7QW5K2dOlS2NnZVSi3t7fHkiVL9BUGERERUb2gtyQtLS0Nrq6uFcobN26MtLQ0fYVBREREVC/oLUmzt7fHhQsXKpSfP38etra21Wp72bJlkMlkmD59ulSWlZWFsLAwqFQqmJubo1OnTvj3v/+tdVxOTg5CQ0NhZWUFpVKJcePGoaCgoFqxEBEREdUEvSVpISEhmDp1KmJjY6HRaKDRaBATE4Np06ZhxIgRf7nd06dPY9OmTWjfvr1WeXh4OFJTU7F//34kJycjODgYw4cPx9mzZ6U6oaGhuHjxIqKjo3HgwAEcOXIEEyZM+MuxEBEREdUUvSVpixcvhpeXF/z9/WFqagpTU1P07dsXffr0+cvvpBUUFCA0NBRfffUVGjRooLXv+PHjeO+999C1a1c0bdoU8+bNg1KpRFJSEoAn64b+8ssv+L//+z94eXmhR48eWLduHbZv346MjIxqXy8RERFRdegtSTM2NsaOHTtw5coVbNu2DXv27MGNGzfwzTffwNjY+C+1GRkZiaCgIAQEBFTY5+Pjgx07diAnJwfl5eXYvn07iouL4efnBwA4ceIElEolPD09pWMCAgJgYGCAxMTESs9XUlICtVqt9SMiIiLSBZ1+J60yLVu2RMuWLavdzvbt23HmzBmcPn260v07d+7EO++8A1tbWxgaGsLMzAx79+5F8+bNATx5Z83e3l7rGENDQ9jY2CArK6vSNpcuXYpFixZVO3YiIiKiP6PXJO3333/H/v37kZaWhsePH2vtq8pC6+np6Zg2bRqio6NhYmJSaZ358+cjNzcXv/76K+zs7LBv3z4MHz4cR48ehbu7+1+Kf+7cuZg5c6a0rVar4ezs/JfaIiIiInoRvSVphw8fxltvvYWmTZviypUraNeuHW7fvg0hBDp16lSltpKSknDv3j2t4zQaDY4cOYL169cjNTUV69evR0pKCtq2bQsA8PDwwNGjR7FhwwZs3LgRKpUK9+7d02q3rKwMOTk5UKlUlZ5XoVBAoVBU8cqJiIiIqk5v76TNnTsXs2bNQnJyMkxMTPDvf/8b6enp8PX1xbBhw6rUlr+/P5KTk3Hu3Dnp5+npidDQUJw7dw6FhYUAnizw/iy5XI7y8nIAgLe3N3Jzc6WJBAAQExOD8vJyeHl5VfNqiYiIiKpHbyNply9fxvfff//kpIaGKCoqgoWFBT755BMMHjwYkydPfum2LC0t0a5dO60yc3Nz2Nraol27digtLUXz5s0xceJEfPbZZ7C1tcW+ffukT20AQJs2bdCvXz+8++672LhxI0pLSzFlyhSMGDECTk5ONXfhRERERH+B3kbSzM3NpffQHB0dcePGDWlfdnZ2jZ7LyMgIP//8Mxo2bIhBgwahffv22Lp1K7Zs2YIBAwZI9bZt24bWrVvD398fAwYMQI8ePfDll1/WaCxEREREf4XeRtK6deuGhIQEtGnTBgMGDMDf//53JCcnY8+ePejWrVu124+Li9PabtGiRYUVBv6XjY0Nvvvuu2qfm4iIiKim6S1JW716tbTk0qJFi1BQUIAdO3agRYsWVZrZSURERPQ6kAkhRG0HUV+p1WpYW1sjLy8PVlZWtR0OERER1XFVyR309k5a06ZN8eDBgwrlubm5aNq0qb7CICIiIqoX9Jak3b59GxqNpkJ5SUkJ/vjjD32FQURERFQv6PydtP3790v/PnToEKytraVtjUaDw4cPo0mTJroOg4iIiKhe0XmSNmTIEACATCZDRESE1j4jIyM0adIEq1at0nUYRERERPWKzpO0p1/4d3V1xenTp2FnZ6frUxIRERHVe3r7BMetW7f0dSoiIiKiek/nSdqJEyfw4MEDDBw4UCrbunUrFixYgEePHmHIkCFYt25dvVy4/OnXS9RqdS1HQkRERPXB05zhZb6ApvMk7ZNPPoGfn5+UpCUnJ2PcuHEYPXo02rRpg5UrV8LJyQkLFy7UdSg1Lj8/HwDg7Oxcy5EQERFRfZKfn681mbIyOv+YraOjI3788Ud4enoCAD766CPEx8cjISEBALBr1y4sWLAAly5d0mUYOlFeXo6MjAxYWlpCJpNVqy21Wg1nZ2ekp6fzw7i1hH1Q+9gHtY99ULt4/2ufrvtACIH8/Hw4OTnBwODFX0LT+Ujaw4cP4eDgIG3Hx8ejf//+0naXLl2Qnp6u6zB0wsDAAG+88UaNtmllZcX/MGsZ+6D2sQ9qH/ugdvH+1z5d9sGfjaA9pfOP2To4OEiTBh4/fowzZ85oLaien58PIyMjXYdBREREVK/oPEkbMGAA5syZg6NHj2Lu3LkwMzNDz549pf0XLlxAs2bNdB0GERERUb2i88edixcvRnBwMHx9fWFhYYEtW7bA2NhY2v/NN9+gb9++ug6jzlMoFFiwYEG9nOX6qmAf1D72Qe1jH9Qu3v/aV5f6QOcTB57Ky8uDhYUF5HK5VnlOTg4sLCy0EjciIiKi153ekjQiIiIienk6fyeNiIiIiKqOSRoRERFRHcQkjYiIiKgOYpJWR2zYsAFNmjSBiYkJvLy8cOrUqdoO6ZW0dOlSdOnSBZaWlrC3t8eQIUOQmpqqVae4uBiRkZGwtbWFhYUFhg4dirt379ZSxK++ZcuWQSaTYfr06VIZ+0D3/vjjD4waNQq2trYwNTWFu7s7fvvtN2m/EAIff/wxHB0dYWpqioCAAFy7dq0WI361aDQazJ8/H66urjA1NUWzZs2wePFirfUc2Qc168iRIxg0aBCcnJwgk8mwb98+rf0vc79zcnIQGhoKKysrKJVKjBs3DgUFBTqLmUlaHbBjxw7MnDkTCxYswJkzZ+Dh4YHAwEDcu3evtkN75cTHxyMyMhInT55EdHQ0SktL0bdvXzx69EiqM2PGDPz444/YtWsX4uPjkZGRgeDg4FqM+tV1+vRpbNq0Ce3bt9cqZx/o1sOHD9G9e3cYGRnh4MGDuHTpElatWoUGDRpIdVasWIHPP/8cGzduRGJiIszNzREYGIji4uJajPzVsXz5cnzxxRdYv349Ll++jOXLl2PFihVYt26dVId9ULMePXoEDw8PbNiwodL9L3O/Q0NDcfHiRURHR+PAgQM4cuQIJkyYoLugBdW6rl27isjISGlbo9EIJycnsXTp0lqM6vVw7949AUDEx8cLIYTIzc0VRkZGYteuXVKdy5cvCwDixIkTtRXmKyk/P1+0aNFCREdHC19fXzFt2jQhBPtAH2bPni169Ojx3P3l5eVCpVKJlStXSmW5ublCoVCI77//Xh8hvvKCgoLE2LFjtcqCg4NFaGioEIJ9oGsAxN69e6Xtl7nfly5dEgDE6dOnpToHDx4UMplM/PHHHzqJkyNptezx48dISkpCQECAVGZgYICAgACcOHGiFiN7PeTl5QEAbGxsAABJSUkoLS3V6o/WrVvDxcWF/VHDIiMjERQUpHWvAfaBPuzfvx+enp4YNmwY7O3t0bFjR3z11VfS/lu3biErK0urD6ytreHl5cU+qCE+Pj44fPgwrl69CgA4f/48EhISpLWt2Qf69TL3+8SJE1AqlfD09JTqBAQEwMDAAImJiTqJS+crDtCLZWdnQ6PRaC1CDzxZ8/TKlSu1FNXroby8HNOnT0f37t3Rrl07AEBWVhaMjY2hVCq16jo4OCArK6sWonw1bd++HWfOnMHp06cr7GMf6N7NmzfxxRdfYObMmfjwww9x+vRpTJ06FcbGxoiIiJDuc2V/l9gHNWPOnDlQq9Vo3bo15HI5NBoNPv30U4SGhgIA+0DPXuZ+Z2Vlwd7eXmu/oaEhbGxsdNYnTNLotRUZGYmUlBQkJCTUdiivlfT0dEybNg3R0dEwMTGp7XBeS+Xl5fD09MSSJUsAAB07dkRKSgo2btyIiIiIWo7u9bBz505s27YN3333Hdq2bYtz585h+vTpcHJyYh+QhI87a5mdnR3kcnmFmWt3796FSqWqpahefVOmTMGBAwcQGxuLN954QypXqVR4/PgxcnNzteqzP2pOUlIS7t27h06dOsHQ0BCGhoaIj4/H559/DkNDQzg4OLAPdMzR0RFubm5aZW3atEFaWhoASPeZf5d05/3338ecOXMwYsQIuLu7IywsDDNmzMDSpUsBsA/07WXut0qlqjChr6ysDDk5OTrrEyZptczY2BidO3fG4cOHpbLy8nIcPnwY3t7etRjZq0kIgSlTpmDv3r2IiYmBq6ur1v7OnTvDyMhIqz9SU1ORlpbG/qgh/v7+SE5Oxrlz56Sfp6cnQkNDpX+zD3Sre/fuFT49c/XqVTRu3BgA4OrqCpVKpdUHarUaiYmJ7IMaUlhYCAMD7f8Fy+VylJeXA2Af6NvL3G9vb2/k5uYiKSlJqhMTE4Py8nJ4eXnpJjCdTEegKtm+fbtQKBRi8+bN4tKlS2LChAlCqVSKrKys2g7tlTN58mRhbW0t4uLiRGZmpvQrLCyU6kyaNEm4uLiImJgY8dtvvwlvb2/h7e1di1G/+p6d3SkE+0DXTp06JQwNDcWnn34qrl27JrZt2ybMzMzEt99+K9VZtmyZUCqV4ocffhAXLlwQgwcPFq6urqKoqKgWI391REREiEaNGokDBw6IW7duiT179gg7OzvxwQcfSHXYBzUrPz9fnD17Vpw9e1YAEKtXrxZnz54Vd+7cEUK83P3u16+f6Nixo0hMTBQJCQmiRYsWIiQkRGcxM0mrI9atWydcXFyEsbGx6Nq1qzh58mRth/RKAlDpLyoqSqpTVFQk/va3v4kGDRoIMzMz8fbbb4vMzMzaC/o18L9JGvtA93788UfRrl07oVAoROvWrcWXX36ptb+8vFzMnz9fODg4CIVCIfz9/UVqamotRfvqUavVYtq0acLFxUWYmJiIpk2bio8++kiUlJRIddgHNSs2NrbSv/8RERFCiJe73w8ePBAhISHCwsJCWFlZiTFjxoj8/HydxSwT4pnPGxMRERFRncB30oiIiIjqICZpRERERHUQkzQiIiKiOohJGhEREVEdxCSNiIiIqA5ikkZERERUBzFJIyIiIqqDmKQREdWiuLg4yGSyCmuV6kpYWJi0sLq+ZGdnw97eHr///rtez0tU3zFJI6Jqu3//PiZPngwXFxcoFAqoVCoEBgbi2LFjNdL+6NGjMWTIkBpp66+eXyaTQSaTwcjICK6urvjggw9QXFxcpXb8/Pwwffp0rTIfHx9kZmbC2tq6BiOu3Pnz5/Hzzz9j6tSpWjHJZDIsW7asQv2goCDIZDIsXLgQADBnzhy0bt1aq86VK1cgk8kwevRorfLNmzdDoVCgqKgIdnZ2CA8Px4IFC2r8moheZUzSiKjahg4dirNnz2LLli24evUq9u/fDz8/Pzx48KC2Q6sx/fr1Q2ZmJm7evIk1a9Zg06ZNNZJ0GBsbQ6VSQSaT1UCUL7Zu3ToMGzYMFhYWWuXOzs7YvHmzVtkff/yBw4cPw9HRUSrr3bs3UlNTkZWVJZXFxsbC2dkZcXFxWsfHxsaiW7duMDU1BQCMGTMG27ZtQ05OTs1eFNErjEkaEVVLbm4ujh49iuXLl6N3795o3Lgxunbtirlz5+Ktt94CAIwdOxYDBw7UOq60tBT29vb4+uuvAQC7d++Gu7s7TE1NYWtri4CAADx69AgLFy7Eli1b8MMPP0ijWU8TgvT0dAwfPhxKpRI2NjYYPHgwbt++LZ3j6QjckiVL4ODgAKVSiU8++QRlZWV4//33YWNjgzfeeANRUVF/ep1PRwidnZ0xZMgQBAQEIDo6Wtr/4MEDhISEoFGjRjAzM4O7uzu+//57rVji4+Oxdu1a6Tpu375d4XHn5s2boVQqcejQIbRp0wYWFhZSgvhUWVkZpk6dCqVSCVtbW8yePRsREREvHG3UaDTYvXs3Bg0aVGHfwIEDkZ2drTXyuWXLFvTt2xf29vZSWY8ePWBkZKSVkMXFxSEyMhI5OTla9z4uLg69e/eWttu2bQsnJyfs3bv3hfeZiP6LSRoRVYuFhQUsLCywb98+lJSUVFpn/Pjx+OWXX7QSjQMHDqCwsBDvvPMOMjMzERISgrFjx+Ly5cuIi4tDcHAwhBCYNWsWhg8fLiUqmZmZ8PHxQWlpKQIDA2FpaYmjR4/i2LFjUkLz+PFj6TwxMTHIyMjAkSNHsHr1aixYsAADBw5EgwYNkJiYiEmTJmHixIlVel8qJSUFx48fh7GxsVRWXFyMzp0746effkJKSgomTJiAsLAwnDp1CgCwdu1aeHt7491335Wuw9nZudL2CwsL8dlnn+Ff//oXjhw5grS0NMyaNUvav3z5cmzbtg1RUVE4duwY1Go19u3b98KYL1y4gLy8PHh6elbYZ2xsjNDQUK1kdfPmzRg7dqxWPXNzc3Tp0gWxsbFSWVxcHPz9/dG9e3ep/ObNm0hLS9NK0gCga9euOHr06AvjJKJn6GzpdiJ6bezevVs0aNBAmJiYCB8fHzF37lxx/vx5rTpubm5i+fLl0vagQYPE6NGjhRBCJCUlCQDi9u3blbYfEREhBg8erFX2r3/9S7Rq1UqUl5dLZSUlJcLU1FQcOnRIOq5x48ZCo9FIdVq1aiV69uwpbZeVlQlzc3Px/fffP/f6IiIihFwuF+bm5kKhUAgAwsDAQOzevfuF9yUoKEj8/e9/l7Z9fX3FtGnTtOrExsYKAOLhw4dCCCGioqIEAHH9+nWpzoYNG4SDg4O07eDgIFauXKl1DS4uLhXu0bP27t0r5HK51v16NqZz584JS0tLUVBQIOLj44W9vb0oLS0VHh4eYsGCBVL9jz76SLRs2VIIIcTFixeFlZWVKCsrE0uWLBHh4eFCCCG+/vprYWJiIoqLi7XONWPGDOHn5/f8G0ZEWjiSRkTVNnToUGRkZGD//v3o168f4uLi0KlTJ633nMaPHy+N1Ny9excHDx6URmo8PDzg7+8Pd3d3DBs2DF999RUePnz4wnOeP38e169fh6WlpTSaZ2Njg+LiYty4cUOq17ZtWxgY/PdPnYODA9zd3aVtuVwOW1tb3Lt374Xn6927N86dO4fExERERERgzJgxGDp0qLRfo9Fg8eLFcHd3h42NDSwsLHDo0CGkpaX9+Q38H2ZmZmjWrJm07ejoKMWXl5eHu3fvomvXrlrX0Llz5xe2WVRUBIVC8dx33zw8PNCiRQvs3r0b33zzDcLCwmBoaFihnp+fH65evYrMzEzExcWhR48ekMvl8PX1lR6DxsXFwcfHBwqFQutYU1NTFBYWvtQ9ICI+7iSiGmJiYoI333wT8+fPx/HjxzF69GitF+vDw8Nx8+ZNnDhxAt9++y1cXV3Rs2dPAE+SjOjoaBw8eBBubm5Yt24dWrVqhVu3bj33fAUFBejcuTPOnTun9bt69SpGjhwp1TMyMtI67ukMzf8tKy8vf+H1mZubo3nz5vDw8MA333yDxMRE6X06AFi5ciXWrl2L2bNnIzY2FufOnUNgYKDWo9eXVVl8Qogqt/MsOzs7FBYWvjCesWPHYsOGDdi9e3eFR51Pde/eHcbGxoiNjUVsbCx8fX0BAF26dEF2djZu3ryJuLg49OnTp8KxOTk5aNiwYbWug+h1wiSNiHTCzc0Njx49krZtbW0xZMgQREVFYfPmzRgzZoxWfZlMhu7du2PRokU4e/YsjI2NpZfMjY2NodFotOp36tQJ165dg729PZo3b6710/XnLAwMDPDhhx9i3rx5KCoqAgAcO3YMgwcPxqhRo+Dh4YGmTZvi6tWrWsdVdh1VZW1tDQcHB5w+fVoq02g0OHPmzAuP69ChAwDg0qVLz60zcuRIJCcno127dnBzc6u0jqmpKby8vBAXF4f4+Hj4+fkBeJJYduvWDV9//TXS09MrvI8GPHmXr2PHjn9yhUT0FJM0IqqWBw8eoE+fPvj2229x4cIF3Lp1C7t27cKKFSswePBgrbrjx4/Hli1bcPnyZUREREjliYmJWLJkCX777TekpaVhz549uH//Ptq0aQMAaNKkCS5cuIDU1FRkZ2ejtLQUoaGhsLOzw+DBg3H06FHcunULcXFxmDp1ql4+mjps2DDI5XJs2LABANCiRQtER0fj+PHjuHz5MiZOnIi7d+9qHdOkSRMkJibi9u3byM7O/tPRu+d57733sHTpUvzwww9ITU3FtGnT8PDhwxd+xqNhw4bo1KkTEhISnlunQYMGyMzMxOHDh194/t69e2P79u0oLi5Gp06dpHJfX1+sW7dOmmDwrMLCQiQlJaFv374veZVExCSNiKrFwsICXl5eWLNmDXr16oV27dph/vz5ePfdd7F+/XqtugEBAXB0dERgYCCcnJykcisrKxw5cgQDBgxAy5YtMW/ePKxatQr9+/cHALz77rto1aoVPD090bBhQxw7dgxmZmY4cuQIXFxcEBwcjDZt2mDcuHEoLi6GlZWVzq/b0NAQU6ZMwYoVK/Do0SPMmzcPnTp1QmBgIPz8/KBSqSp8EmPWrFmQy+Vwc3NDw4YN/9L7agAwe/ZshISEIDw8HN7e3rCwsEBgYCBMTExeeNz48eOxbdu2F9ZRKpUwNzd/YZ3evXsjPz8f3bt313pvzdfXF/n5+dKnOp71ww8/wMXFRXrETUR/Tiaq+6IDEdFLKigoQKNGjRAVFYXg4ODaDueVUV5ejjZt2mD48OFYvHjxc+sVFRWhVatW2LFjB7y9vfUYIdCtWzdMnTpV631BInqxilN3iIhqWHl5ObKzs7Fq1SoolUrpI7f019y5cwf/+c9/4Ovri5KSEqxfvx63bt360wTI1NQUW7duRXZ2tp4ifSI7OxvBwcEICQnR63mJ6juOpBGRzt2+fRuurq544403sHnzZvj7+9d2SPVaeno6RowYgZSUFAgh0K5dOyxbtgy9evWq7dCIqAYxSSMiIiKqgzhxgIiIiKgOYpJGREREVAcxSSMiIiKqg5ikEREREdVBTNKIiIiI6iAmaURERER1EJM0IiIiojqISRoRERFRHcQkjYiIiKgO+n93RiAHFR4p3QAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "system_ratings = np.linspace(1.0, 100, 100) # divides evenly\n", - "models = build_models(system_ratings, modeling_options)\n", - "\n", - "plot_systems(models)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Another Case\n", - "\n", - "In this case, the stacks need more tuning to match the desired system rating. However, these changes show the same general behavior as the baseline case." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# divides unevenly\n", - "system_ratings_uneven = np.arange(1.0, 100, 1.3)\n", - "\n", - "models_uneven = build_models(system_ratings_uneven, modeling_options)\n", - "\n", - "plot_systems(models_uneven)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Running Models for H2 Production\n", - "\n", - "Run the models and compare H2 production based on test power signals. The power signals are set to match the electrolyzer system rated power for each simulation." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "def create_power_signal(rating):\n", - " \"\"\"Create cosine test signal from rating (MW).\"\"\"\n", - " test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10)\n", - " base_value = (rating / 2) + 0.2\n", - " variation_value = rating - base_value\n", - " power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6\n", - " \n", - " return power_test_signal" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "system_ratings = np.linspace(1.0, 10, 20)\n", - "\n", - "models = build_models(system_ratings, modeling_options)\n", - "\n", - "plot_systems(models)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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OpxN5eXm9/uTCZbfi/gvG4bxTyxGJMTzwxjZoxCWL6IddTT787ycHAQC/u2oK5owqRonbiWevn47yPBcOtnbjqVX7VG4lcSJeWFOLrUe8yHPZsPymGaguzMaU6nw8/c3TIAjAq+sP47MDbWo3kzgBP//HdgTCMcwaXohlX52IHKcN35g1FLefPRoA8OA/dqArGFG5lcTx8PrD+OVbOwEAdy46BVfPHGqYY05NCyIuhvbu3Yv3338fRUVFajepD4Ig4GeXnIpshxUb6zrw3o5mtZtEHIfH3t+LaIzhvFPL8ZXxZeLjnmw7ll48HgDw508Ooq0reLy3IFQkEI6KgvXe88eiLM8lPjdjWCGunhEPtPjte3toY6JRNtS244NdLbBZBPzy8omwpThS33b2KAwrykZbdwh/TmxcCO2x/NNDaOsOYWRJDm6dP1Lt5kiKqoKoq6sLmzdvxubNmwEABw8exObNm1FXV4dwOIyvf/3rWL9+PV588UVEo1E0NTWhqakJoVBIzWb3odzjwvWzhwEA/vjxAXUbQ/TL/qNdeHd7EwDgrnNO6fP8eRPKMbHKg+5QFC+sIX8wLfLKunq0doVQlZ+FK6f39Q28feEoOKwWfH6wHRtqj6nQQuJk/OGj+Pz4tWlDMKo0t9dzdqsFd50zBgDw3KcHETCAT4rR8IeieH7NIQDAHYtOgcOmaZvKgFH126xfvx5Tp07F1KlTAQB33XUXpk6digceeABHjhzBm2++icOHD2PKlCmoqKgQ//7zn/+o2ex+uWnOMNitAtbXHsPWw+RLpDVe+M8hMAYsGleKU8rcfZ4XBAE3zxsBAHh5XR3CCYdrQhswxvBCYiL+7vwR/YZoV3iycPnUeLTni5/VKdk8Ig3q2nrw3s64Bf3mecP7veaCCeWo9LhwrCeMt7Y0Ktk8Ig1e33wE7d0hDC3MxvkTytVujuSoKogWLFgAxlifv+XLl2PYsGH9PscYw4IFC9Rsdr+U5blw3oQKAMDfN8jjyE1kRjASxRtfxDOcX5ew5PXHeaeWozjXgWZfEB/spKNPLbGpvgP7j3bDZbeIoqc/vjErfmz21tZGHOvWliXZ7Ly26TAYA84cXYxRpX03JQBgs1pw7elx51yK3NUe/7fhMADgm6cP7XXcaRSM941U5GvT4hP1m180IBQhC4NWWLmrBR09YZTlOTF3VPFxr3PYLPhaIo/Gm19QiRgt8bf18Yn4ggkVcLuOn2to0hAPxlfkIRSJ4e1tZGHQCowxrNgUjx776rQT52y74rQhEARgY10H6hNh+YT61LZ1Y33tMVgE4DKD5t0jQSQhZ44uQanbiWM9Yazee1Tt5hAJXt8UFzeXTa2C9STREBdNqgQAfLirBd0U6aIJItEY3t4aFzdfP+3Eid8EQcDFk+N9+M7WJtnbRqTHpvoO1Lb1INthxbmnnviopTTPhdOHxwNo3tpKolYr8Hl0zqhilKYENBgJEkQSYrUIOC9xrvo+HblogkA4io/2xMXpxQmxcyImVOWhpigbgXAMH+xqkbt5RBp8fqgdXn8YhTkOzBpx8kjTCyfGj67XHGhDOx2baYJ/JQIaFo0rQ7bj5AUSLpoc78N/kKVWM/x7R7wPL5l88nlUr5Agkhgezv3+zhbEYhT6qzZrDrTBH46iPM+FU9MozSEIgrigvk8pFDTB+zviwvTssaUntfABwNCibEyoykM0xvDeDrISaYEPd8b7cFFKuosTcd6p5RAEYHuDD41ev5xNI9KgyRvA9gYfBCE+Do0KCSKJmTW8CG6nDUc7g/jicIfazTE93Dn67HGlEIT0koedlRjwH+89iiiJWlVhjOG9nUnrQrrwa7l1kFCP+vYe7G3pgtUiYP7okrReU5TrxOQh+QCAj6kPVefDhLV8anU+inKdKrdGPkgQSYzDZsG8MfFBv5KOXFSFMZbcmY5Lf1cztTofbpcNHT1hbCFRqyr7WrpQ3+6Hw2bBmaOP7xD/ZeadEh+Dn+xtRYRSKKgKX0xPqykYUPHdBYl5dNVuEkRq8+Gu+MZy4QA2JXqEBJEMzEtM3P/ZTyUE1GT/0W40eANw2Cw4Y2T6i6nNmlx8aTJWFz6GZg4rRI7z5L4nnElVHuS5bPAFIviC8oKpyqrdySPPgbBgTPz6T/a2Ul4wFQlFYvh0X3wcnjXGuMdlAAkiWeCL7+b6DopUUpG1iZpWpw0tgMtuHdBr5ycsDB9TtKCqrEkIotkjB1a2x2a1YG5C1NKRi3pEojGsOxTPGn6ilBf9ManKg8IcBzqDEbLUqsiWwx3wh6MozHFgXEX/+aOMAgkiGaguzEZ1YRYiMYbPD7Wr3RzTsiYhiE5PIzLpy3BRu/WwFz0hErVqEIsxrD2YeR+emfBXWUOWWtXY3uBDVzACt8uGcRUDK7RtsQiYNbwQAPDZQZpH1YLf+1nDC9P2w9QrJIhk4owRiWOzfa0qt8ScMMbEquenjygc8OuHFGShwuNCJMawua5D4tYR6bCzyYeOnjCyHVZMGuIZ8OtnJhbTzYc7EIxQXSw1+CwhaGcNL0wrQvDL8D78nASRanBLOxenRoYEkUycMSq+o117gAayGuw/2oXWrhCcNgumDM0f8OsFQRAnY9qdqgO37MwcXthv7bKTMaI4B0U5DoQiMWw7Qn5EavDZAW5dGLiFD0gKovWHjlHEpwqEozGxUPLpAzy21iMkiGTitJoCAMDORh/8IdqdKs2axER8Wk0BnLaB+Q9x+GS8jo49VYHf90yOy4C4qJ0+LD4OPz94TLJ2EekRTXEZmJWBlRYAxpbnwe2yoSsYwc5Gn5TNI9Jg6xEvekJR5Gfbccpx6s8ZCRJEMlGVn4VStxORGCOHQBXYlNjVTB+WuZmXm4g31h2j2nQKwxjDpsRR5bShBRm/z4xh3MJAolZpdjX50BmIINdpw/gB+g9xrBZB7EN+dEMoBx83M4YVwpLBkafeIEEkE4IgiBP5pvoOdRtjQjYnROjU6vyM32NkSS4Ksu0IhGPYQbtTRWn0BtDSGYTVImBi1cD9hziiIKo9RpnjFeaL+vgx5ZTq/EFVRufW9s00jyoO78PBbEr0BAkiGZlWkw8A2FhL5nol8faEceBoNwBg8iAEkSAI4uvJyqcsfPEbW+5GliOzI08AOLUyDy67BV5/GAdauyVqHZEOXyT6cHJ15oIWiAsqAJT5XwU2S9SHeoEEkYxwVb2xrgOM0e5UKbYc6QAADC3MRmGOY1DvNSlRPoDvlAhl2FQX30RMGYSgBeL5iE6tjE/mWxO/C0IZuIDhYyhTJiQshPXtfrR1BQfZKiJdjnYGcaTDD0HAoKy0eoIEkYxMqPLAbhXQ2hXE4WNUoFApeJj8YBdTAJicCPcmC5Gy8J3pVAlM9ZPEPiRRqxQ9oQj2NHcCGPw49GTZMaIkBwCwhaIFFYNb+EaV5MLtSr/kip4hQSQjLrsVY8vjzoRbaSArBl9MpRBEfHe772gXuijruCKEozFRvEjThwkLEQkixdh2xIcYA8rzXCjLcw36/SaLltqOQb8XkR7cwjcYtwO9QYJIZiZUxQUR5UFRBsaYpAO5xO1EpccFxqgPlWJ3UyeCkRjcLhtGFOcM+v0mVuUDiGdNpkKvyrBFPC6T5qiFW2pJEClH0n8oX9V2KAkJIpkZn/Bf2N5AUUpK0OgNoLUrBJtFwKmVmYX6fhk+IdBkrAw8om9CpUeSUN8RxTnIcVjhD0ex72jXoN+PODlSL6biGDzsJX9MBWCMJa20g/QB0xMkiGRmQmJR3t5AA1kJePK2UaW5Ay7oejz4sRn5LyjDjsTmYbxEgtZiEUTHXPIjUgZuTZXKQjSuIg9Wi4D27hAavQFJ3pM4PoeP+eH1h2G3ChhTbvyEjBwSRDIztjwPFgFo7QqhpZMiJOSGL6YDLSR5IvjCvItyESkCtxBlmsyvP8iPSDm6gxHUtvcAkK4PXXYrRiYcqyljtfzwezyyJBcOm3lkgnm+qUpkOawYVZoLIG4lIuRlZxMXRNLtavh7HWztRiBMZVjkhDEmTsZSiloeer+riRZTudnd3AnGgFK3E0W5Tsnel/8edjV1SvaeRP/sbIzfYyk3JXqABJEC8Ml42xGajOWGD2QpF9OSXCeKchyIMYihxIQ8HD7mR2cgArtVEDcSUsDN/ruaOunoWmZ2JcbgWIkXUz6mKWu8/Oxqkn5TogdIECkAd+6lKCV56Q5GcKgtno1YyoEsCIL4fmSulxe+2I0udUtqqh9ZkgubRUBnIIIG8kGRlaSFT1rfExqDyiGHlVYPkCBSANEHhUy9shLf/cdN9cUSmuqBeAkJIGmBIuRBaodqjsNmES1O5AsmL6J1oVxqC1F8DB5q7YY/REfXcpHqAya1qNU6JIgUYExZ/EdVf6wHPSFK7icXcu5qaHeqDDtk7MOxKcdmhDwwxlKOzKRdTEvdLhTn0tG13PCNZYnEPmB6gASRAhQlfFAYA/a1UB4UueBiRWrrApCc3Hc2+sgHRUZ2yhBhxhlLTrmyc/iYH53BuA/YyBLpfMA4PPM/bUzkw6z+QwAJIsU4JWEl2k2TsWzIaSEaVRr3QfEFIpQHRSa6ghGx5t9YGXKfiI7VtJjKRjIPmBt2q/TLy7iUjQkhD3L5gOkBEkQKcUpZfLe0lyxEssAYw97m+L3lR5RS4rRZxR0vTcbysD8xNopznSjIcUj+/tyn5UBrN4IR8kGRA259k2sx5Rai3XRkJhv8yFNqHzA9QIJIIU4pJwuRnLR0BtEZjMBqETCsOFuWzxidELV07CkPfLMwWsJw+1TK8pzIz7YjGkuKZ0JauFCRY1MCpI7Bblne3+wwxsRxeIpMfahlSBApBJ8g9tLORhb4AldTmA2nTZqSHV+GRymRlU8e9rbExwZf9KRGEARxkidRKw/cyidXH3IrbWtXEB09IVk+w8y0doXg9YchCMCIksEXVtYbJIgUYnRiIm7wBuALhFVujfHYl1hMpUzm92X4e9NiKg98MaU+1CfRGMOB1rjlZlSJPNaFHKcNVflZAKgP5YDf0+qCbMlqQeoJEkQK4cmyozzPBYCsRHKwV4HFdHRpfJLf39JFkWYyoEQfcgvDfqp6Lzn17T0IRWJw2CyoKsiS7XNGkqVWNvYdlX8MahkSRArCzch7yH9BcvbJbKoHgGHF2bAIQGcwQoV6JSYQjqIukQyOC085IAuRfPB7OqI4B1aLINvnjKY+lA0lrLRahgSRgnD/BUoqJj18cpTLVA/EI81qiuLn6uSUKy37j3aBMSA/247iXOkjzDh8oj/U1o1INCbb55gRpawL5MsnH8l5lAQRITPcXH+wlSIkpKS9O4S27riD5chSeR0BeR9ynyVCGvalRJgJgnzWhYo8F7LsVoSjTLRIEdKglHWBW4j2kyCSHD4OR5KFiJAb7rV/4CgJIinhg7gqPwvZDpusnyWG/ZIPiqSIO1MZj8sAwGIRRNFMRy7SorSF6EiHH91BKoUkFZ2BMJp88aSzdGRGyM6I4vhEfPhYDyWGkxAl/Ic43JRMR2bSwu+nXDmIUhGtfCRqJYMxliJq5e3D/GyHWLyZnOOlY39io17idsKTZVe5NepAgkhBStxO5DptiDGgto3M9VLB89coce7NJ3uaiKVlrwJpEzj8d7KfkvtJxtHOIDoDEVgEYFiR/PlrRpWSL5/UmN1/CCBBpCiCIKQcm9FAlgolLUT8bL21K4Rj3ZQYTgoi0Zjoz6OE74IYaUZjUDLE/DWFyuSvoT6UHqUsfFqGBJHC8GOz/eRHJBncSX2EAjubXKdNzCd1gJzjJeFIhx/hKIPTZkFF4t7KycgUp1zKJyUNov+QQtaF4cWJaEEag5JBgogEkeLwRZscq6UhGImioSNeIV0JUz0AsVYaTcbSwAVtTVE2LDLmr+EMK4rnyemifFKSsV/h6KThiTFIEbvScbA1kUfKhCU7OCSIFIb/2PiPjxgc9e09iDEgx2GVNX9NKsMTVr5DbTQZSwEXlkoJWofNgiGJTMq0oErDoYRPJB8bcsN/K7VtPWTlk4BojKG+XdmNpRYhQaQwIxKmXjpukYaDrfGJeFhxjqz5a1LhEwYtptIgLqYK7kxrxAWV+lAK+OZAqcW0ujAbVosAfziKZh9Z+QZLQ4cfoWgMDqsFlfnylV3ROiSIFIYft3T0hNFOTrmDRrQuKLQzTf0sshBJAxeWwxXcmQ4v4kcuFO05WMLRGA4fS1gXEvOb3NitFlSTlU8y+Fw2tChb1rIrWocEkcJkO2yo9CSccilCYtDwgazoYpoQRLWtZK6XgoMqiFqyEEnHkWN+RGMMLrsFZW75neI5tDGRDm6lHVakjKDVKqoKoo8//hgXX3wxKisrIQgCXn/99V7PM8bwwAMPoKKiAllZWVi0aBH27t2rTmMlhByrpUM01Su4mA4tzIaQKPLaRla+QRGKxHD4mLL+J6mfdYjygQ2ag4kxWFOYo4hTPIcfz1Fww+BR2o9Pq6gqiLq7uzF58mQ8+eST/T7/8MMP4/HHH8czzzyDzz77DDk5OTj33HMRCAQUbqm0kFOudBxq5Yupcjsbl92KSk9W4vOpDwdD/bG4U3y2w4pSt1Oxz61J7IRr27rJyjdIakULn7LWBT6Pkj/m4OGW0hoFNyVaRN7CTyfh/PPPx/nnn9/vc4wxPProo/iv//ovXHrppQCAF154AWVlZXj99ddx9dVXK9lUSREnYyouOSgC4SgavOpERgwrzsaRDj8OtnZj+rBCRT/bSKTuTJVyigeAIQVxX4meUBRHO4MoVSD/kVFJHrcoPQbJQiQVavjxaRHN+hAdPHgQTU1NWLRokfiYx+PBrFmzsGbNmuO+LhgMwufz9frTGkMLk7tTInPq2nvAGOB22lCYo0zIPUc011MfDgpxIlZ4Z+qwWVCVT065UqDGsTWQXLxr23sQi5GVL1NSQ+5ryIdImzQ1NQEAysrKej1eVlYmPtcfy5Ytg8fjEf+qq6tlbWcm1FAODUlIdcZV0roApBx7UpTSoDio0nFL/DOT45DIHH7/lF5MqwqyYLcKCEVioqWYGDgUcp9Es4IoU5YsWQKv1yv+1dfXq92kPnALUWcggo6esMqt0S+1Ku1MAcpFJBVK569JhUfUHCQrX8ZEojHUt6tzZGa1COJcShuTzOFjsLowy9Qh94CGBVF5eTkAoLm5udfjzc3N4nP94XQ6kZeX1+tPa2SlOJCSH1Hm8Bwyw1Uw86aG/JKVL3P4QqZGuYBhFHo/aI50+BGJxevQlavgh8UttSRqM0fpLONaRrOCaPjw4SgvL8cHH3wgPubz+fDZZ59h9uzZKrZMGmgyHjxqJGXkDC3MhkWA6JRLDBw1neKB5DEdJWfMnEMpx2VKhtxzKPR+8BwSawmSIFJVEHV1dWHz5s3YvHkzgLgj9ebNm1FXVwdBEHDHHXfgv//7v/Hmm29i69atuP7661FZWYnLLrtMzWZLwtCEVaOO/BcyRi1nTiDhlJvIlEtWvsw4fMwPxoBcFZzigd7JGcnKlxm1Kh55Asl5tJ7GYMao6XqgNVQNu1+/fj3OOuss8f933XUXAOCGG27A8uXL8eMf/xjd3d245ZZb0NHRgblz5+Ldd9+Fy6X/ENmaQgq9HwyBcBSN3ng+Kn4vlaa6IBv17X7Ut/dgBoXeDxi+iFUXZivuFA/E+y/Vykeh9wNHjSzjqVQXJATRMXKqzhSxD00eYQaoLIgWLFhwwp2ZIAh48MEH8eCDDyrYKmUgC9HgONIRnwBzHFZVrAtA/NjsP/vbUEeiNiPqExmqeU0qpeFWvvp2P2rbe0gQZUCtSjmIONWFSQsRY0wVYa1nYlTlvhea9SEyOjWUx2ZQqG1d4J8dbwvtTjOBbwaGqmThA1IsDCRqM0LMcKySdWFIQkx3BSM4RhG7A6a5M4BQNAarRUCFhzYEJIhUgh/ztHQG4Q9FVW6N/uAL2JACFRfTQlpMB4NoIdKEICJRO1AYY2KV+2qVxqHLbhWj28hSO3D4774y3wWbleQA3QGVyM+2w+2Kn1jSQB443GdAXetCfHdK/ZcZdYnJuLpQvWRw/LO5OCPS52hnEMFIDBYBqMhXz7og9iGNwwEjWtpV3FhqCRJEKiEIQq8Ck8TASB6ZqbeYcjHW3BlAIExWvoHAGMPhdg0cmZGVL2O4iKzwZMGuonWB9yFtTAZO0o+PBBFAgkhVuB8RDeSBo4WBXJjjQI7DCsaSTt5EenT0hNEZjABQ99hzCPkQZQw/bhmiklM8ZyiJ2oyp14CVVkuQIFIRMfSeIs0GjOiQq2KoqCAIZGHIEC5oS91OuOxW1drBF9NGXwChSEy1duiR1MAGNRlKFqKM0YIfn5YgQaQifCAfJv+FAeH1h+ELcOuCujsbEkSZUaeRxbQ414Ese9zK10BWvgGhtkM1RxyDNI8OmMMaCE7REiSIVIT/CA9TUrEBwcVHca4D2Q5VU2lRYrgM4aZ6Nf2HgLiVj4tqWlAHRtK6oI0js4aOAMJRsvKlSygSQ6MvntxW7T7UCiSIVIRPxPESBlQ6IF24RU0Lu5qhiYmEEmwODNFCpLKFD6B8UpmileOWklwnnDYLojGGxo6Aqm3REw0d8dI5LrsFJblOtZujCUgQqUhFvguCAPjDUbR3h9Rujm6o00B0EofM9ZlxWCOLKUDpEzIhEo2hISE+1D4ys1gEijTLgPqUjSVl+I5DgkhFnDYrytzx/B10bJY+WoqMIIfOzNCKD1FqG0jUpk+jN4BojMFhtaDUrb51oZqOPQeMOI9qwEqrFUgQqUzqsRmRHloIuefwY7vOQAReKh2QFtEYwxHukKshQXSYRG3a8DFYVZAFi0V96wJtTAaOVo48tQQJIpVJCiIayOmiJetClsOKksQOmSbj9Gj0+hGJMditglh2QU3IMX7gHNZIDiIOHZkNHMpS3RcSRCpDkWYDIxZL1k/Sgg8RQOb6gcJN9VX5WbBqwLrAj17bu0PoSiSLJE6M1qwLlP5i4NQf047rgVYgQaQyZCEaGEe7gghFtFWdmcz1A0MrCf04bpcd+dl2ALSgpovWrAt8Hj1CG8u0oRxEfSFBpDJkIRoYfCKu8GinOnMVTcYDQmvWBSC16j0JonTQmnVhSH68/9q6Q/CHqK7gyegORtCWiGzW0jhUG22sKCaGchENjDqN7UwBoCoxGVM9s/Tg4l8r/idASj0sErVpoaVcYACQl2VDrjOepJXG4cnhYzDPZYMny65ya7QDCSKVoVxEA+OwxnamQNJCRKUf0oMvWFX52ulDOrpOn0A4imZfEIB2QrYFQUBlfvwInQTRydHasbVWIEGkMqm5iGh3enIaxMVUOwO5ik/E1H9pwe+TlgQRidr04YIj22FFYY5D5dYk4b8nGocn57CGUpdoCRJEGoB2p+kjWhc0sjMFgMrERNwZjMDrp1xEJyIaY2hK1E/SVB96EospCaKTkupQraUMxyRq00eLx9ZagASRBqDkjOnDFyxuHtcC2Q6buFOm3emJafbFMxzbLAJK3drpw+RiSrWwToYWNyUA+fINhAavNvtQbUgQaYBkpBlZiE4EYyzlyExbA1k019NkfEJ4/5V7XJrIQcThVr727hB6QpSL6ERodgxStGfaHEkI/0qN9aHakCDSAGQhSo/27hAC4RgEIb6gaomk/wKJ2hOhRYdqAPBk2eFORCmRlejENGh0MaVNSfpoVdSqDQkiDUC5iNKDT8QluU44bVaVW9MbcXdKk/EJOaxBh2pOJS2oaaHFY2sgubFs8gUQicZUbo12CYSjONoZjxLU4jhUExJEGoCHkB8+1kO5iE7AkY5kQUmtQbvT9GjQqP8JQE656aJV60JJrhMOq6WX4z7RlyZv/N5k2a1ihnYiDgkiDVDhyYIgAIFwTMweSvRFy+feSesCTcQnImld0GIfUvqEkxGNMXFB1ZqotVgEVFAfnpSGFAuflqIEtQAJIg3gsFlQmqiY3kgL6nHR6s4UoFpK6aLlPuRRSmQhOj5HO4OIxBisGosS5JCl9uRoeVOiNiSINEIF5UE5KVpM6MfhbWrtCiIQplpK/cEYS/ahxqwLQNJCdJjG4HHh81N5nraiBDmUnPHkcF9MLc6jakOCSCPwHyftTo8Pz52hxZ1NfrYd2Y64ozf1Yf/4/BF0Jwpv8kSIWoKsfCdHyxY+gIIb0kH0xdRoH6oJCSKNwHenjV4ayMdDy5OxIAhkrj8JhxMTcVGOA1kObUUJAkmh3ZRIHkn0RasRZhwagydHq2kTtAAJIo3Aj8woB0r/BMJRtHbFHc61KIgASgx3MrQ+EZe6XbBZBERjDM0UpdQvDRr3P6ExeHK03odqQoJII1AOlBPDB3GOw4q8LJvKrekf2p2eGJ60UquC1moRxISfdOzZP1pfTIeklO+gFCZ9YYxpNjmqFiBBpBH4j5OOzPontX6SVkNFSdSemAavti1EAInak3FE4w655R4XBAEIRmKiRZlI0t4dQjCizWz/WoAEkUbg+TNaOoMIRSjL6pfR+s4UIKfck6HlCDMOCaITo/VxmJrChPqwL/yelLqdcNho+f8ydEc0QlGOAw6bBYyB/Bf6Qes7U4AW05NxWAemevJBOT5dwQi8/jAA7TpVAxR6fyK0LmjVhgSRRqAopRPDJzctD2S+mDZ5KUqpP7QcJcjhvy/yIepLY+Ke5LlscLu0W/KhqoASbB4PLWf71wIkiDREhYdC74+HHhZTHqUUoSilPvQqKElHZrpELxmOK7ljPM2jfdDDPKomJIg0RHJ3Sovpl+GTm5YXU6tFQFkeidr+4PWvXHYLCjRcULIy5biFopR6o5cMx+LGkubRPoiWdnKo7hcSRBqCopT6JxZj4uSm+d1pPg/bpsk4ldRQX61GCQLJxb47FIXPH1G5NdpCL/4nFRSxe1ySG8tslVuiTUgQaYhKcWdDAzmV1q4gQtFY3AKTiCDRKjzBJreIEHH0ctyS5bCiMMcBIJlZm4ijF0HEy8I00BjsQ2qle6IvJIg0BB2Z9Q+PTirPc8Fm1fZPtoL8F/pFy4V5v4xYRofGYS+0XraDw1OYtHZRCpNU9JDtX220vbqYDIpw6R897WrIf6F/mnSQlJHDrXyN5BjfC/G4ReN9WJTjgMNKKUy+TGNiDGY7rPBkadePT01IEGkIvuB3BiPwBcIqt0Y76MVUD5D/wvHgi2mFDpw5K+joug9RHfnxCUKyBEsjHZuJpKYu0bIfn5qQINIQ2Q4b8hMROGRhSKL1oqCpkP9C/3ALEbe+aBnyA+vL0c4gIjEGq0UQM0FrGUph0hcKuT85JIg0hrig0u5UJLmY6sC6QP4L/cJ36nqon0R+YH05oiM/PoD8MftDL4ENaqL9X7bJEMO2aTIW4b4c5XnaX0wLs8l/4ct0BsLoCsZD2HUhahNtJAtREr1ZF8hC1Bd+LygH0fHRtCCKRqP46U9/iuHDhyMrKwsjR47EL37xC0MnTCPH6r406mhnY7GQ/8KX4cIiz2VDjtOmcmtOTqXoBxYw9FwzEPh8VKGDwAYg6ctHFqIkfD6q0ME8qhaanp3+53/+B08//TSef/55nHrqqVi/fj1uuukmeDwe3H777Wo3TxbI1NubcDSGo13xkg96OG4B4rvTuvYe2p0maNBRhBkAlObFfWSCkRiO9YTFvERmpsmnHx8wICWnG41BkUYduR6ohaYF0X/+8x9ceumluPDCCwEAw4YNw0svvYTPP/9c5ZbJB/+xUrbqOC2dQTAGOKwWFGbrY2FKtTAQQFNiUdKLoHXarCjOdaK1K4iGDj8JIujLjw9ISZ1AY1CkSUd+fGqh6SOzM844Ax988AH27NkDAPjiiy/wySef4Pzzz1e5ZfJRRWHbveCLaZnHCYtFH6Gi5RS23Qs97kwr6NizF/w+lOnAjw9I+mK2d4cQCEdVbo36pPrx6cEXUy00bSG677774PP5MHbsWFitVkSjUfzyl7/Etddee9zXBINBBINB8f8+n0+JpkqGaF3oCCAWY7oRAXLBjw4r8vRhqgdSq23TYgokU0jo5bgFiAuirUe8oiA3O3qzEHmy7MiyW+EPR9HkDWBYcY7aTVIVvfnxqYWmLUSvvvoqXnzxRfz1r3/Fxo0b8fzzz+M3v/kNnn/++eO+ZtmyZfB4POJfdXW1gi0ePKVuJywCEIkxtHYHT/4CgyNOxDpx5gRSzfW0mAIpUYI6WUyBFF8+ErWIRGNo6dSXIBIEQZwzKGI31Uqrn02JGmhaEN1zzz247777cPXVV2PixIm47rrrcOedd2LZsmXHfc2SJUvg9XrFv/r6egVbPHhsVgtK3RT2y9FT/hpOBdXC6kWTjrJUc8op9F7kaFcQMQbYLAKKcrWflJHDc7rROCT/oXTRtO2sp6cHFktvzWa1WhGLHT/hndPphNOpn0HbH+UeF5p8ATR6A5g0RO3WqEuTL7GY6ujcm+/C2hL+Cy67VeUWqYtej8wASn8BJBfTsjwXrDo6wi+nSDMRPfrxqYGmLUQXX3wxfvnLX+Ktt97CoUOHsGLFCjzyyCO4/PLL1W6arFBiuCTch6hcR4tpQbYdTlt8aJk9OWNnIIxO7sypo8lYLN9h8v4DUgWRvjaa5MuXhG8s9TQG1UDTFqInnngCP/3pT/H9738fLS0tqKysxHe/+1088MADajdNViixX5JklXT9DGRBEFCZn4WDrd1o6Aigpsi8Dp1cELpdNuTqyJkzNcqMMWbqYph69T8RCy2TlY8sRGmi6RnK7Xbj0UcfxaOPPqp2UxSFh0WaPcIl1ZlTbzubCo8LB1u7TW+uFwvz6mwxLctzQRCAUCSGtu4QinXkOyM1TTp0igcodUIqSR8ifY1DpdH0kZlZIQtRnFRnzuIcfS1I1Idx9OrM6bBZRBFk9qNrvVoXqAxSEt6HVMfsxJAg0iDkvxCHWxfK8ly6y8dUSaH3AJIhz3o68uRUkmM1AKBZp6KWCzhfIILuhB+bGekJReD1hwHorw+VhgSRBvmy/4JZ0VsyuFQo9D6OaCHSUWJNjhh6b/KNSSN3yNVRpCcAuF12uBN+a2a21PIxmOu0we2yq9wabUOCSIPw4pKhRHFJs8KtK3qszswtRGaPcNHrcQuQtNSaudByLMbQ7NVXceVUxI2JiS21ej22VgMSRBokXlwyXlCSBrJOF1OaiAGkilod9qGY/sK8fdjeE0IoGoMgQEwYqycqKDmjrjclSkOCSKNQptyULNU6M9UDydprHT1h+EPmLS6p58m4gsp3iPNPca4TDpv+lotKKt+RjBLU4TyqNPr7hZsE7nNh5rPvRh2WfODkZdmQ7YhnqDarlagrGEFngCdl1N+xZ9KXz5z9B+hb0AIp86iJLUQ8KECvfagkA85D1NHRgRUrVmD16tWora1FT08PSkpKMHXqVJx77rk444wz5Gin6aBs1fo++xYEARUeF/Yf7UajN4ARJblqN0lx+FGT3pIycvgYbPYGEYsx3UU6SoHerQvi0bWJHeMpB1H6pG0hamhowHe+8x1UVFTgv//7v+H3+zFlyhQsXLgQQ4YMwcqVK/GVr3wF48ePxyuvvCJnm02B2fPYRGMMzZ1xZ85KHTpVA5QHRe/WBTE5YzSenNGMcFGrx00JkCpqzTmPAvofh0qS9rZt6tSpuOGGG7BhwwaMHz++32v8fj9ef/11PProo6ivr8fdd98tWUPNhmgh8plzMT3aGUQ0xmC1CLrNEpzMOG7OybhR5ztTu9WCklwnWjqDaPIGUOLW5+9wMDTq2EoLJMegmY899ZppXA3SFkQ7duxAUVHRCa/JysrCNddcg2uuuQZtbW2DbpyZMbtTNZ/AytxOXVXYTqXC5HlsGsWyHfqdiCvys9DSGUSD14+JQzxqN0dx9BzpCSTnUV8ggp5QBNkO/R3dDoZAOIr2hHVTr32oJGkfmRUVFSEYDKb9xicTT8SJEcNFTZqcUc/+Q5wyk4taI1TYrjC5lU/PiTWBeHLGnERwgxn7kBdXdtkt8GRRUsaTMaAoM4/Hg7POOgsPPvggVq9ejXDYvEkD5YabentCUXSaMO28Xitsp2J6C5FYP0nHfWjisG3GmCH8T8xsbU+dRwVBn5Z2JRmQIHrmmWdQU1ODP//5z5g/fz7y8/Pxla98BcuWLcPatWsRjZo334rUZDmsyM+OK3pzDmT9h4qWmdy6wI/MdG0h4sENJgzb9gUi8Ifjc7qe+9DMJViSFj799p+SDEgQ3XjjjVi+fDkOHTqEffv24YknnkBlZSWeeeYZzJkzBwUFBbjwwgvlaqvpSDoEmm8g692ZE0hat9q6QwhGzLdZMIKoFQstm3AM8u+cn22Hy25VuTWZY+acbkaw8ClJxokZR4wYgW9961t4/vnnsWrVKixZsgSCIODdd9+Vsn2mxsylA5oMcGRWkG0Xs/u2+NL3vzMC3cEIfImkjHqsRccRLUQmjPbkglbv1oVyTzw6sNmUFiL9ls5Rg4xc7uvq6rBy5UqsWrUKq1atQmtrK04//XTcfffdmD9/vtRtNC3lHtrZ6NlCJAgCyvNcqGvvQZMvgOrCbLWbpBi8/9xOfSZl5JSbODmj3iPMODSP6jf1hdIMaKb61re+hVWrVqG9vR1z5szBmWeeiVtuuQUzZsyAzabfSU+rmDVbdTTGxN2c7ifjhCAy22RshChBIF7QlCdnbO8J6TYnViYYZTHlFi5TWoj4PKpzK59SDEjFLF++HEOHDsVPfvITLFy4EFOnTiXPdRkxa7bqtq4gIjEGiwCU6jwZXtLCYK4+bBBN9fpeTB02C4pznTiaSM5oJkHUrPOyHZwKk86jgDEs7UoyIB+inTt34r777sOGDRtwwQUXoLCwEBdffDF+85vfYP369YjFYnK105SY1ULEB3Gp2wWbVd/1h80qasXjFp0vpkAysaTZ+tAoDrl8DLZ2BRGOmmeNCkViaO2K+y7qvQ+VYkCrzZgxY3Drrbfi5ZdfRlNTEz799FNccMEF+Pzzz3HRRRehsLAQF110kVxtNR1mTTtvpF2NWc31hupDkwY3GOXYszDbAbtVAGNAS6d5ghtaOgNgDHBYLSjMcajdHF0wKMef8ePHo6ioCAUFBSgoKMDLL7+Md955R6q2mZ7UtPPdwQhydOycOhCMEK7NSVqIzLWY8u9baYDolgqTOuUaZRxaLALK8lw4fMyPJm8AVTo/xk2XVEFLri3pMeAVtqWlBatWrRKjzPbs2QOHw4GZM2fizjvvxFlnnSVHO02J22VHrtOGrmAETb4ARpbkqt0kRTDKzhRI8SEyWdg978MyAxyZmTHTcWraBEOMwxRBZBaMZKVVigEJonHjxmHPnj2w2WyYMWMGvv71r2PBggWYM2cOXC666XJQ7nFhX0sXmrzmEURGKPnAST0yM1PYNo9uqTTAbpxbSMxUvoP3X47DCrdL/zWwzJit2igWPiUZkCC67LLLcNZZZ2Hu3LnIzjZPThU1qUgIIjOZ641kISpxO2ERgEiMobU7iFK3/r/TyQiEo+joidc5NISFyIQlWJoNNAaB1D40j6glC9HAGZAgWrZsmVztII6DGQdyg4F2NnZrPGy7JRG2bQZBxIVDtsOKPJf+/d5SfYgYY6bwxzBCceVUkhYi8xxdGynSUykGNFs9+OCDaV33wAMPZNQYoi9my6ERS0nKaATrAhDvQy6IJg1RuzXyI+5M84zhzFmaF889FIzE0NETRoEJInb40ZJRrAtmjBQ0SmJNJRmQIPrZz36GyspKlJaWgjHW7zWCIJAgkpBykxWXbO8JIRxlEATjCKL49/Caxn+h2WCLqctuRVGOA23dITR6A6YQREbzP6kwoQ+RUUqvKMmABNH555+PDz/8ENOnT8e3vvUtXHTRRbBY9J04T+uYzULEB3FRjlMsjKp3zJZgM9VCZBQq8l1o6w6hyefH+Mo8tZsjO0by4wOSm6tmb9AUx56RaAwtnSSIBsqAVpy33noL+/fvx6xZs3DPPfegqqoK9957L3bv3i1X+0xPMmzbHIupEXc1ZrPyGc1CBADleebKRWQ0UdurJl13SO3myM7RriBiDLBZBBSZqNzMYBnwFryyshJLlizB7t278corr6ClpQUzZszAnDlz4Peb53xWKbgwaOsOIRCOqtwa+Wk0mP8QAJR74hOSWcz1/LjFSILIbFY+o4lah82Copz4ODSDqOXfsSzPBatJUn1IwaDOJGbMmIGzzjoL48aNw6ZNmxAOh6VqF5HAk2WHyx7vphYTREg0G9FClGcuCxGP5DGKdQEwV026YCSK1q64FcUoUWaAuUStES3tSpCRIFqzZg1uvvlmlJeX44knnsANN9yAhoYG5OUZ/2xdaQRBSAn7Nb4Fzoi5M1KTwh0vGMFINBnYQmSGMcg3Xg6bBQXZ+k/KyOFWZzNYakULkYHGoBIMyKn64YcfxvLly9Ha2oprr70Wq1evxqRJk+RqG5GgPM+Fg63dphjIoqneSNaFxHfpCUXhC0TgyTLOIvNlItEYjiYKaBpJEJnJQpRa5d5IzsfmshAlogQNNI8qwYAE0X333YehQ4fiyiuvhCAIWL58eb/XPfLII1K0jUhgrsnYeNaFLIcVniw7vP4wmn0BQwuiVGfO4hzjOHNWpDjGGz1KiY9BI/nxAeYq3yEeWxtoHlWCAQmiefPmQRAEbN++/bjXGHmiUAszFZdsNuhArvC44PWH0egN4JQyt9rNkY3Uoq5GqttmJisft9Iazf/ETCVYjHhsrQQDEkSrVq2SqRnEiTCL/0JnIIyuYKLCtsF2p2V5Luxq6hSdxo1KUhAZxzoExK18+dl2dPSE0eQ1tpXPiH58gLmSMzYZVNTKjTEy3xkccWdj8CgzvjN1u2zIceq/BlYqZkmwmZyIjROdxDFLcINRa2CVmcTSHosxNHvja4XRjj3lJm1B9NBDD6Gnpyetaz/77DO89dZbGTeK6E3Sf8HYE7HRksGlYpYIl9QjM6NhFqdco9bA4vNKVzCCzoBxU8S094QQisYgCDBFMWkpSVsQ7dixAzU1Nfj+97+Pd955B0ePHhWfi0Qi2LJlC5566imcccYZuOqqq+B2G9dPQmm46bqlM4hwNKZya+TDaOUCUkkupsYWtUY21ZsluMGo4zDHaYPbFbc8GznzvxHLHylF2nfrhRdewPvvv49wOIxvfOMbKC8vh8PhgNvthtPpxNSpU/HnP/8Z119/PXbt2oV58+bJ2W5TUZTjgN0qgDGIIc1GpMnIFiLRf8G4/QcYO/9JhQmcco1eAyu5MTHuOKSkjJkzIEeNyZMn49lnn8Uf/vAHbNmyBbW1tfD7/SguLsaUKVNQXFwsVztNjcUioNTtwpEOPxq9AVTmG8uUzTGydcEsFiKjRigBSYtJg4H7sLUrhBgDrBYBxQasgVWW58Ke5i5D+4E1GbD8kVJk5LlqsVgwZcoUTJkyReLmEMejwhMXREbenTYZ2LrArV7HesIIhKNw2a0qt0h6GGOG9gOrMEGRXjEHkdtpyBpYXKib4cjMiJsSuaEDRp1ghqRiRrYQpdakM+pk3NETRigS93ErNVjYPWCOfGBG9R/icKFuZD+wJoMV5lUSEkQ6wQxHLkaOUBIEwfCJ4RpFZ04HnDbjWcD4AtNp4CilZNkOYx7L88g5o25KAGP7YsoNCSKdUC7mQDHmQA5GomjrNl6F7VSMbuVrNvjONNcEUUpG9z8p98Qtl0adRwFjW9rlhgSRTjC6dcGoFbZTMXofGtl/iGP0BJuNBvc/Kc8zj4XIiL6YcjNgQRQOh2Gz2bBt2zY52tOHI0eO4Jvf/CaKioqQlZWFiRMnYv369Yp8tpYweg6UppQq90ath2d0K58ZfBcqDN6HzUb3IUp8r9auEIKRqMqtkR4jlz9SggFHmdntdgwdOhTRqPw/pmPHjmHOnDk466yz8M4776CkpAR79+5FQUGB7J+tNVKjI2IxZqjCmYA5rAvlCUdjo+5OxYKSBu5Do2erbvTF+9CoFqKCbDscNgtCkRhafEFUF2ar3SRJMXL5IyXI6I795Cc/wf3334+//OUvKCwslLpNIv/zP/+D6upqPPfcc+Jjw4cPl+3ztEyJ2wmLAERiDG3dIZS4jRXFY/SdKWAGC1H82NPYfWhcS21qDSyj9iEPbqhr70GTL2A4QcQTThpV0MpNRj5Ev//97/Hxxx+jsrISY8aMwbRp03r9ScWbb76J6dOn44orrkBpaSmmTp2KZ599VrL31xN2q0UUQUbcnRq1wnYq5QbPgSJaiAzch0kfIuNFe/IaWICxa2AZWdSKeaQMbKWVk4wsRJdddpnEzeifAwcO4Omnn8Zdd92F+++/H+vWrcPtt98Oh8OBG264od/XBINBBIPJtOw+n0+RtipBuScLzb4gGr1+TBziUbs5ktLsM/6RGV9MWzqDiMaY4RLfmSEhXLmBkzPy71Sca+waWHyOaTZwHxp5DMpJRoJo6dKlUrejX2KxGKZPn45f/epXAICpU6di27ZteOaZZ44riJYtW4af//znirRPacrznPgCxgzbbjSBdaE4N579NxpjaO0KGmoX1xOKwBeIO3Ma6Xt9GSNHmZllMTV0H5pgYyknGW8DOjo68Kc//QlLlixBe3s7AGDjxo04cuSIZI2rqKjA+PHjez02btw41NXVHfc1S5YsgdfrFf/q6+sla4/aGDnCpdkE/idWi4BStzHzoPDFNJ6rx5hpE4Dk79PrD6MnFFG5NdLSaIIoQSAp2I14dJ3MNG7MXG5yk5GFaMuWLVi0aBE8Hg8OHTqEm2++GYWFhXjttddQV1eHF154QZLGzZkzB7t37+712J49e1BTU3Pc1zidTjidxnI45hi1dEAsxgxdFDSVsjwXGr2BeB9Wq90a6UhmGTfm2OO4nTbkOKzoDkXR5A1gREmu2k2SDDNECQLG9gNLpr4w9jiUi4wsRHfddRduvPFG7N27Fy5XcvBccMEF+PjjjyVr3J133om1a9fiV7/6Ffbt24e//vWv+OMf/4jFixdL9hl6wqghv63dQURiDBYBKDFghe1UjFqCJZkd19g7U0EQDLsxMUNgA5Aa3BA8yZX6I1m2w9jjUC4yEkTr1q3Dd7/73T6PV1VVoampadCN4syYMQMrVqzASy+9hAkTJuAXv/gFHn30UVx77bWSfYaeEDMdG8zUywdxidsJm9W4zpxA0lzfZLDJuFG0EBl7MQWAynxjHl2bxYeo/Es53YxC7/JHxu5DucjoyMzpdPYbvbVnzx6UlJQMulGpXHTRRbjoooskfU+9kvQh8oMxZpiMzmYqRmhUC5FZjjwB429MjG4hKslN5nRr7Qqi1CDzTmr5o3yDlj+Sm4y245dccgkefPBBhMPxis+CIKCurg733nsvvva1r0naQCJJacI/IxCOwes3TrVtM5R84Bi1wKtoITJBHxrRB4UxZppjT5vVIuZZMtI4TC3qapTNstJkJIh++9vfoqurC6WlpfD7/Zg/fz5GjRoFt9uNX/7yl1K3kUjgsltRmOMAYCxzvZksREYt8CpaiMzQh9xS22GcPvQFIugJxcsxmWIcGjD03kzH1nKR0ZGZx+PBe++9h08++QRbtmxBV1cXpk2bhkWLFkndPuJLlOe50N4dQpM3gHEVeWo3RxLMFCqaaiEy0rGnWRxyAWPmseFjMD/bjiyHVeXWyE+Fx4XN9cbamDSbxAdMTjISRIFAAC6XC3PnzsXcuXOlbhNxAio8Luxo9BlrMjZRqCjfvfFjz/xsh8otGjzhaAytXcbPI8Ux4rFno0lC7jlGthCZpQ/lIKMjs/z8fMybNw8//elP8eGHH8LvN85ZutYx4mRsplBRl92KgoTDo1H6sKUzCMYAu1VAoQEE3sngO/D27hAC4ajKrZGGZhP58QHGDG5o8hk/27/cZCSI3n//fZx33nn47LPPcMkll6CgoABz587FT37yE7z33ntSt5FIwWgDOdWZ0ywD2WhV75tSCkpaDFafrT88WXa47PGp0yjZjhtNdtxitDEImMsXUy4yEkRz587F/fffj3//+9/o6OjAypUrMWrUKDz88MM477zzpG4jkQI/cjHKQDabMycQr0kHGKe4ZJM3cVxmkv4TBMFwZXTMZKUFUjaWBhG0gHnSJshJRj5EQDzn0KpVq8S/YDCIiy66CAsWLJCwecSXqTBYtW2+w/ZkmcOZE0juThsM0odmKMz7ZcrzXDjY2m2YcWg6C1HKxtIIwQ3RGENLp3n8+OQiI0FUVVUFv9+PBQsWYMGCBbj33nsxadIk3f+o9IDRygaYbSIGkt/VKBaiZhNW2K7IN5alVqxFZ5JxyC3toUgMx3rCYjoTvdLWZZ7yR3KS0ZFZSUkJenp60NTUhKamJjQ3N5NjtUJwQdQZjKArqP9q280mzJ0hhm0bxFxvppB7jtF8+ZpMlGkciGdzLk4IByMk2OT9V+p2Gb78kZxkdOc2b96MpqYm3HfffQgGg7j//vtRXFyMM844Az/5yU+kbiORQq7TBrcrbtgzgpXInBYifuyp/4kYMF+EEmCsY8+eUETMfG+mPjRSsWwzZYqXk4ylZH5+Pi655BLcf//9WLJkCb7+9a9j3bp1eOihh6RsH9EPRhrIfGdjJguRmAPFIJmOTSlqDZRxnH+HHIcVbmfGbqW6w0i5iMyUKV5OMvr1v/baa6Iz9Y4dO1BYWIi5c+fit7/9LebPny91G4kvUZbnwp7mLmOYehPfwUyLaeqxZ2cgDLdLv4UYYzEmFpU0pag1wGKaGp1kJj9QI20szXhsLQcZCaJbb70V8+bNwy233IL58+dj4sSJUreLOAFGGshNfDE10UDmx56dgQiafQFdC6L2nhBC0RgEAWLBTDPAx2BrVxChSAwOm379Nsy6mBpJ1DabtA+lJiNB1NLSInU7iAEgJhUzgFOuGS1EAFDpycLuQCcavQGMKnWr3ZyM4aK8KMepa1EwUApzHHBYLQhFY2j2BVBdmK12kzJGTIxqkhxEnGQuIv1b2qlshzRkfGAcjUbx+uuvY+fOnQCA8ePH49JLL4XVao5cMmpiFAtRIBzFsZ6EM6fJBnK5x4XdzZ269yNqMqH/EBBPzljucaGuvQdNehdEJu1DLgANYSEyYWCDHGQkiPbt24cLLrgAR44cwZgxYwAAy5YtQ3V1Nd566y2MHDlS0kYSvTFKLiI+iF12CzxZ+j02ygSjVEw3o1M8hwsivfehWY/MKlKCG/ScnJExRhYiicjIxn377bdj5MiRqK+vx8aNG7Fx40bU1dVh+PDhuP3226VuI/EljJJ2PrX2jl4no0wpN4i53qzWBQCoNEguIv4bNFsf8jHoD0fh8+s3p5vPH4E/UWTYbKJWajKyEH300UdYu3YtCgsLxceKiorw0EMPYc6cOZI1juifioSpl1fbdtn1eUxptqKuqVQapBaWmfvQKAVCxSzVJrMuuOxWFGTbcawnjEafH55sfVqp+RjMz7brdi3QChlZiJxOJzo7O/s83tXVBYdD3ynQ9UBels0Q1bbNXJ3ZKLmIzNyHFQbow1AkhtauEADzWYgAY4hasZagCceg1GQkiC666CLccsst+Oyzz8AYA2MMa9euxa233opLLrlE6jYSX8Io1baTvgvmim4BUn2I9H7cYmYLkf5LsPANlcNq0X09r0wwQoAKOVRLR0aC6PHHH8fIkSMxe/ZsuFwuuFwuzJkzB6NGjcJjjz0mdRuJfig3QKbcZFFQ8xUj5JOXLxBBt45r0jWZ1CEXMEY9s1RBazY/PsAYuYjMmCleLjLyIcrPz8cbb7yBffv2iWH348aNw6hRoyRtHHF8jOBYbWYLkdtlR67Thq5gBE2+AEaW5KrdpAHTGQiLBYbNaK7ni2lLZxDhaAx2HRbVNGuEGSdZgkW/orbZpHmk5GBAgigWi+HXv/413nzzTYRCISxcuBBLly5FVhZ1hNIYIfTe7KbeCo8Le1u60OTVpyDi/ed22pBjohpYnOIcJ2wWAZEYw9HOICrz9TcPmjUxKsdIFqJyj/ks7VIzoC3NL3/5S9x///3Izc1FVVUVHnvsMSxevFiuthEnQO8+KNEYQ0tnvGyHGa0LQHIybujQZx+Kpvp8c/afxSKIkVl6XVCbvOYeg9wXU88byyYTW9qlZkCC6IUXXsBTTz2Ff/3rX3j99dfxj3/8Ay+++CJisZhc7SOOQ5nOfYiOdgYRjTHYLAJK3Obc2ejdoZNHV1WYeCLWex/yHERmtdIawdKeLL1izj6UkgEJorq6OlxwwQXi/xctWgRBENDQ0CB5w4gTo/cos4aEZasszwWrxXzOnID+a9I1mPy4BQAq8vk41LmVz6R9yAVRZzCCzkBY5dYMnEA4ig6Tlj+SgwEJokgkAper90232+0Ih/X3Q9I7fCAf7Yo7dOqNpHXBvIO4Uue702SWarIQ6b0PzXrckuu0we2K+7/pMacbP27PdliRl2U+Pz6pGdAdZIzhxhtvhNOZPOIIBAK49dZbkZOTIz722muvSddCol+KchywWwWEo3FfnCqdOXSKycRMLIj07kPUYHIfIiC5K9ejpTbVj8/cG5Ms7A50otEbwKhSt9rNGRCpFj4zpk2QmgEJohtuuKHPY9/85jclawyRPtyh8/AxP5q8AR0KovhA1mNkjlSIDp063JkCQGNCyFWa1LoA6Du4obUr7sdntQgozjWnHx8Q35jsbu7UpaileVRaBiSInnvuObnaQWRAhScpiPRGI/mfiBaijp4w/KEoshz6qkNk9hw2gL6dcnn/lbqdpvXjA/R97Mk3JWaeR6VEf5nECJFkyK/+dqcNFKGEPJcN2QkRpDcrUWpSxkoTH5nx329zImpSTzTRsTUAfeciaiA/PkkhQaRjdL2zSUzGZl5M4zXp9Clq+eLhybIj22FeZ86ShHUlGmNo7Qqq3ZwBYfYIM46eS7DQPCotJIh0jF7DtsPRWDIpo+kn40Qf6qxiegOZ6gEAVouA0kQeLb1ZGJqo5AMAfVe85/OGWaMEpYYEkY7Rq4WopTMIxgC7VUBxjnmdOYEUHxSdidomsi6IlOvUwpAMuTf3GNRzXUieC6ySxqEkkCDSMXp16OSOgOUeFywmduYE9BullAy5p51phU59UMxcXDmVLwc36IWuYASdgbgfH41DaSBBpGP4RNzsCyCmI4dOcgRMotdaSsmQe9qZ6rYPKdITQKI4sQ6DG7hF0u2yIdeExZXlgASRjinJdcIiAJEYQ2u3fhw6aTFNwhejBp35EJF1IYnYhzoSRLEYEwWc2XPYCIKQEmmmH0stnzPMnAdMakgQ6Rib1SIWRtXT7pQW0yR69SFqJN8FET36ELV2BRGOMlgEoMykxZVT0aOVT7TwUYSZZJAg0jl6jJCgUNEk3LrQ3h1CIKwP/wXGWDJk2+TWBUCfPkTcmlWW54LNSsuAHnMRNVA9SMmhkaBzKvL051jdSD5EIp4sO1z2+DDUS3FJnz+CnoTzKVXYTm5K9OTLR2kTeqPHiN2kDxjNo1JBgkjn6PHIhXY2SQRBEH0A9OJHxEN9C7Ltuis3IgelbicEAQhHGdq6Q2o3Jy24IDK7/xBHjz5ElFhTekgQ6Ry97WxCkZiY0Zcm4zhJUauPybiJLHy9sFstKMnVly8fFQXtjS6PPUnUSg4JIp2jt50NPxZy2iwoyLar3BptoDf/hQbyAeuD3vJJ0ZFZb3i2br0I2l5+fNSHkkGCSOeU68yHKHUiFgRzJ2Xk6M3KlywXQBMxR29H1w1kIeoFH4NtOglu8AWSfnxkqZUOEkQ6pyIlyowx7Tt0kkN1Xyp0FilIfdgXvfWheNxCfQgAyM9OBjfoYWPCLZH55McnKSSIdE5pXtx3IRiJoaMnrHJrTk4yXJusCxy9HbdQ2oS+6MnK19uPj/oQSAQ3JKxlDToYh40dtCmRA10JooceegiCIOCOO+5QuymawWW3oijHAUAfu1MqF9AX0YdIJ1FmYmJNk1dJT4X3Ibe8aJlmXwCMxf34ChNzBwFU5esn2pOKusqDbgTRunXr8Ic//AGTJk1Suymag1tb9DAZN9DOpg/82EIP/guMsZToFpqMOWKmYx34EB1JiU4iP74kyfQX2p9HRQsRjUFJ0YUg6urqwrXXXotnn30WBQUFajdHc1TpydRLxy19yM+2I8se9wPQupWvoyeMYCQGgJyqU0kN29a6Lx9ZaftHPDLTgyAiPz5Z0IUgWrx4MS688EIsWrRI7aZoEj6QjxyjgaxHBEFAVYE+JmMuuotzHXDayJmTw335QpEYjmncl08sCkoRZr3gm7QjGh+DAG0s5cKmdgNOxssvv4yNGzdi3bp1aV0fDAYRDCYrv/t8Prmaphm4hUjrAzkQjqI9kcmXolt6U5mfhX0tXZoXtRRy3z9OmxXFuQ60doXQ6PVr2jcnGWFGfZgK35RofR4FyI9PLjRtIaqvr8cPf/hDvPjii3C50hu8y5Ytg8fjEf+qq6tlbqX6VOnE1MsjcLLsVuRlaV6LK4peRG2jjyx8x6NcJ5FmYi4wshD1InUe1fKxJ/nxyYemBdGGDRvQ0tKCadOmwWazwWaz4aOPPsLjjz8Om82GaLSvA+qSJUvg9XrFv/r6ehVariyVOllM+XFLRT4lZfwyVTox1zdShuPjwnfrWvcDo7Id/cMFbSCs7WPPY+THJxua3qYvXLgQW7du7fXYTTfdhLFjx+Lee++F1drXh8HpdMLpdCrVRE3ATb0tnUGEIjE4bNrUuaLvAlkX+qAXh04u2KpoMe0D363rxUJER2a9cdqsKHE7cbQziIYO7R578v4jPz7p0bQgcrvdmDBhQq/HcnJyUFRU1OdxM1OU44DDZkEoEkOTN4ChRdlqN6lfGmgxPS56OfbkPk5chBNJ9FCTrisYgS8QAUBHZv1RmZ+Fo51BHOnwY0KVR+3m9AsFpsiHNk0JxIAQBEEXPii0mB6fypSkcLGYdv0XyEJ0fPSQcZwfeea5bMh1ano/rAri0bWGgxuOHOsBQGNQDnQ3IlatWqV2EzRJVX4WDrZ2a9rCQIvp8Sn3uGARgFA0htbuIErd2jvOCEdjaE44VZOo7YseKqanJmUk+qIHS604j9IYlByyEBkEPeTQoIF8fOxWC8rytL07bfIGEGOAw2pBcY65/PTSQQ/JGcmh+sTooZ4ZbSzlgwSRQajKj/sNaXVnE4sxGsgnoVLjtZSOpIT6WiwUJfhluA+RPxyFzx9RuTX9Q1GCJyYZsavNMQiQ64GckCAyCFq3ELV2xyPgLAKFih4PrZvraSI+MS67FQXZdgBAo0+jfUhZqk+I1scgQBYiOSFBZBC07lTNrR5leS7YrfSz6w+t55OiifjklHu0nYuISj6cGD4Gj3YGEYxor9ByIBxFa1c82/8Q2phIDq1MBiG1FpYW/RdE6wItpsdF66UDkn2ozbQOWqBC49mqxSzVFLLdLwWphZY1eGzG54YchxWeLLvKrTEeJIgMgtazrB7pSISK0q7muPCQX62a6xvIunBSxFxEGuzDWIyJllqyLvSPIAji71uL4zD12Jqy/UsPCSKD4LRZUeqOR/5oMUqJLEQnR/NHZuRDdFL47/uwBvvwaFcQoWgMVouA8jwStcdDy+OQjq3lhQSRgdDDQCZnzuPDJ7mOnjC6g9qKUmIsGSU4hI7Mjgu3vBzW4KbkcCKhX4XHBRv58R2XKg1He9KmRF5oVBgILTtWH6aBfFLcLjvcrniuVK2Z61u7QghGYhAoSvCEDCmIi0UtWmkPk5U2LbRcVzBpIaJNiRyQIDIQqY7VWiNpXaDJ+ERoVdTy9pS5XZotHqwFqgt4lJkf4WhM5db0hgsiLtqI/tFyckayEMkLzWwGglev1pog8gXC6EwUlKSBfGK0aq5v6CCH6nQoznXCYbMgxrQXaZYURDQGT4S4KdGglY98iOSFBJGB0KoPEV9MC7LtyHbornyeoiRD73tUbklvkjtTsi6cCItFEK2g9ce01Yfch4g2JScm1UqrpRQmkWgMTT6KEpQTEkQGQqtHZmTmTR+tlu+gnWn6VGnUsfoIWYjSoszjhCAAwUgM7d0htZsj0uQLIBpjcFgtKMmlWoJyQILIQPDFqrUrhEBYO1lWxQgzSgZ3Uio1aq4np/j04T46WhJEqVGC1WTlOyFOm1UUHFqytvM5oYJqCcoGCSID4cmyI8cRz7KqJSsRWYjSR6tO1Q3kFJ82ydB77RyZHe0KIki1BNOmujAuGuvbtTMOyUorPySIDEQ8y6r2zPWHaSCnDb9HTb4AIhqKUqI8UumjxVxEvC3lVEswLXi0oJb8wCi5rfzQyDAY4s5GgwOZfBdOTqk7HqUUjTHNFAjtCkbg9cfLwZCV7+RoMRcRhdwPDH6f6ts1NI92kKVdbkgQGYyhGjT1NlAysbTpFaWkkcmYL+yeLDtynRQleDK0mIuINiUDo7qQW4i0M4/SkZn8kCAyGEM0ZuoNhKNo6QwCoJ1NugzRmJWPCzNaTNNDi7mIKOR+YHDH88Ma2ZQAJIiUgASRweBHZloZyNxUn+u0oSDbrnJr9MFQvjvViJWPCzNufSROjBZzEVFSxoEhzqPH/IjF1M9FFIuxFCsfjUO5IEFkMPjOpk4jgogvCEMKsiAIFCqaDrwPtbKY8t9SNQmitNFaLiKxdA4tpmlR4XHBahEQisZEC7ea8ChBq0VABWWLlw0SRAaDn30f6wmjSwMV0/lxC1kX0ocLD82I2oSligRR+mjJsZoxljwyo+OWtLBZLahIpCfQwsaEzwWV+RQlKCd0Zw2G22VHfuJoSgtOufVkXRgwooVIK0dmvA/puCVttBR639YdQiAcgyCArAsDoFpDkWbJMUjzqJyQIDIgyUgz9QdyHVmIBgy38rV2BeEPqZtxnDFGPkQZoKXkjFyUlbldcNqsKrdGP1RryJeP5lFlIEFkQLTkR1QnHreQdSFdPFl2uF3x8Ha1F9S27hB6QlEIAkUoDQQtle+gTPGZoSVfPvLjUwYSRAZkSKE2zPWMMTHajXY26SMIgmZELbcylueRdWEg8ONFLWQcr23vBkBjcKBUa8jSfpj8+BSBBJEB0crZd0dPGJ0Jx26KbhkYSXO9un1YR74LGcFzEWkh4zj58WVGtUY2lgAdmSkFCSIDopXyHfzzS91OuOxkXRgISXO9upMxXwxoMR0YWso4XtsW//wa6sMBwceg2hnHA+EomnxxUU2CSF5IEBmQ1PIdjKmXVIx2NZkztEgbVr66Nm5dIP+TgcL7sFYrgqiIxuFAKHE74UxkHOflh9SA55DKcVgpua3MkCAyIJX5LggC4A9H0doVUq0dlL8mczTjQ0QRZhnDLTJckKhBKBJDozc+DqkPB4YgCMlSSCpGmqU6VFNyW3khQWRAnDYryvPUTypGkRGZk+q/oAUrH/XhwBlalAMAqEs4NavBkQ4/YgzIsltR4naq1g69ogX3A0puqxwkiAyKFhyraSBnDndC7wpG0NETVqUN4WhMdAgmp+qBwy1Eh1rVG4O1bckIM7IuDBwtzaO0KZEfEkQGRQuh93xXRRmOB44rZUev1u60sSOAaIzBYbOglKwLA2ZYcfLYUy0rn+jHR/5DGSFGe6o4j5IvpnKQIDIofPDUqeS/EE2pzkyTcWaIfajS7jS1MK/FQtaFgTKkIBuCELfytXer48vHxz8tppmh9hiMfzb5gCkFCSKDorZTbqPXj0iMwWG1oMxN9ZMygVvW1OpD2pkODpc96cunVqQZ/1yKMMuMmoQfGD96VJrU5LYU6Sk/JIgMCjfXqzWQ+WJaRdaFjOFOubUq+aBQUsbBM7RQ5XFIFqJBwYVkR08YHT3KW/koua2ykCAyKHxn0+ANIBBWvkAodySlnWnmDE+I2kMqLaaHWuOfO6w4R5XPNwLDRAuD8qKWMUZWvkGS7bChLC/uP3dIhT7kFj5KbqsMJIgMSlGOA25nvECoGkcufBHnCwIxcPi9U0sQHUwIIi7MiIHD/efU8OU72hWEPxyFRSDrwmAQx2Gr8uOQNiXKQoLIoAiCIA6igyoM5ORiSgM5U/i9a/YF0ROKKPrZjDHRqkGiNnNqVMxWzUVYhScLDhtN9Zmi5sZEnEdpDCoCjRIDwwUR7Wz0SX62A/mJVP1K57Jp9sWtC1aLQPlPBkFNoXpOuXXkUC0Jqs6jbTSPKgkJIgMzvEgdH5RYjIk7YtrZDA61dqd8ZzqkIAt2K00TmcKPzFq7QugKKmvlqyWHakkYJs6jKrgekKVdUWimMzBqHZk1eP0IRWKwWwVU5lPI/WAYrlIfkg+YNHiy7GJBTqX9iHgf1lAfDgrRQqTwpoQxRq4HCkOCyMDwgax0hAs/3qkuzIaNrAuDQi2HTj7500Q8eNSqacYX0xEl1IeDQa3Q+/buEHyBSK82EPJCq5WB4cdVjd4A/CHlQu/FxZR2poMmmU9KaVHLrQs0EQ8WsaaZgn3IGMOBowlBRKJ2UKgVes/n0UqPi0LuFYIEkYHJz7YjzxUPva9VcHdKDtXSwS1EBxU213MrH/Xh4FHDKfdoVxBdwQgsApXOkQI1MlYfpDGoOCSIDIwgCOKRh5KTMUVGSAe/h0c7g4o55cZijKx8EjIycWTFLTZKcPAod4rPhtNG1oXBwseBkr58tLFUHhJEBifpWK2cqZdyZ0iHJ8uOwhwHAOVEbZMvgGAkBptFwJACqp80WEaW5AIA9h/tUuwzD5AzrqTUqHB0TfOo8mhaEC1btgwzZsyA2+1GaWkpLrvsMuzevVvtZukKpZ1yozGG+kR15mGU4VgShimcPoH/VsgpXhq4KGnrDinmlEvRSdKihoXoIFmIFEfTs91HH32ExYsXY+3atXjvvfcQDodxzjnnoLtbnVIGemS4wiGjDR1+hKIxOGwWVHrIuiAFSvugHBRD7knQSkGO0yZWvd+v0LEZP54bSRFmklCjcD4wxhhFeqqATe0GnIh333231/+XL1+O0tJSbNiwAfPmzVOpVfpC6RwafFdTU5hNVe4lIrk7VcZcT74L0jOyNAdNvgAOHO3CaTUFsn/egdb48dzw4lzZP8sMDC/OgSDEQ+/buoIoynXK+nlHO4PoCcXr0FFiTeXQtIXoy3i9XgBAYWGhyi3RDzwHSbMviM5AWPbP29fS1etzicEzIuGDwhc5ueF9yH1fiMEzopj7Ecm/MYlEY2ISyOE0DiUhy2FFVX7c4s3Hh5zw30lVAdWhUxLd3OlYLIY77rgDc+bMwYQJE457XTAYhM/n6/VnZvJcdpS647sZJQbyvoTj6KhSWkylgt/Lfc1dYIzJ/nnUh9KTjDSTfwwePuZHJMbgsltQkUeZ4qVCHIcK9KE4BmlToii6EUSLFy/Gtm3b8PLLL5/wumXLlsHj8Yh/1dXVCrVQu4wuSwxkJQRR4jNGl7pl/yyzMKw4G1aLgM5gBC2dQVk/yx+K4vCxuFP8aBJEkjFCwUgzbkkcVpRDx9YSwsWJIhYiPo+W0TyqJLoQRLfddhv++c9/YuXKlRgyZMgJr12yZAm8Xq/4V19fr1ArtYsaA5msC9LhtFnFbMd7m+Xtw/1Hu8AYUJBtl91PwkyMTIyHuvYeRKIxWT9LzFBNx2WSIlqIFJhH97Z0xj+TLESKomlBxBjDbbfdhhUrVuDDDz/E8OHDT/oap9OJvLy8Xn9mR6mB3N4dQlt3PKyYJmNpSfZhp6yfs5+Oy2ShIs8Fl92CcJShPmGBkwvehyPIoVpS+JjYr6ClfVQZ9aGSaFoQLV68GP/v//0//PWvf4Xb7UZTUxOamprg98s7oRiNUYnjq70yD2Q+iKvys5Dt0HQAo+7gk7FSfUiCSFosFiHpWC1zH+5p5sct1IdSwsdEgzeAbhmzxvsCYTT7gr0+k1AGTQuip59+Gl6vFwsWLEBFRYX498orr6jdNF3BB1X9sR4EwvIVeRX9h2gilhyl/MAowkw+uNVUzmhBxhj2NMetiKeQ/4mk5Gc7UJwbzxovpy8YH4NleU7kueyyfQ7RF01v45WIqDEDxbkO5Gfb0dETxv6jXTi10iPL54jWBVpMJWdUSXxxU0oQ0c5UerjIlNMPLJ5eIwKrRaBjaxkYWZKL1q527GvpwqQh+bJ8Bo1B9dC0hYiQBkEQFHGspnBt+RhZmiz/cKxbnvIPkWhMTOBJfSg9Y8rjopZbcOSAv3dNERV1lQMl/DEpUlc9SBCZBCUcAvclJmNaTKUn22FLJoaTyVxf296DcJQhy26lsisykBREXYjF5LF+i8dltJjKwmgFBdFImkcVhwSRSZDbKbc7GEGDN9Drswhp4X5Ech25JCdiyl8jBzWF2XDYLPCHo6g/Jk8ZFv7bOIX8+GSBB6jImZyRh9xTHjDlIUFkEuQWRHxnWuJ2Ij/bIctnmB1+7LlXptD73U1kXZATm9UiLnK7muTpwz18MSWHalngQvNQa7csASo9oYiYGJU2lspDgsgk8IiTgzINZD7Bjy2niVgueB/ulmkx3dkYL3MzroJyd8kFPzaTow8ZY9gnWohoHMpBiduJwhwHYkweS+2e5nhi1OJcB4opMarikCAyCRUeF/Kz7YjGmCzn33wxHU+LqWxwobKz0SdLBCYXtSSI5INvGHbL4Fjd6A2gMxiBzSJgeDFFmMmBIAgYVxHvQz7nSQltStSFBJFJEAQB48rjg2yHjAN5bAXtTOVidFkurBYBx3qSidukoicUESPMqA/lQ04rHxdZw4pzqEK6jIxNzKM7m0gQGQ0aNSaCD7IdDdIOZMYYdjWSdUFuXHarWDV9R6NX0vfe3dSZMNU7yVQvI3wxPdjajWBE2qNrPq7JSisvqZZaqUkKItqUqAEJIhMhl6n38DE/OoMR2K0C1U+SmeRkLK2FYacoaGkilpOyPCc8WfIcXYuCqJIEkZwk59FOSY+uaWOpPiSITASfKKX2QeG+J6NK3WSqlxm++5f62HNXE5nqlUAQBNkcq/lv4lQSRLIyqjQXNosArz+MxkSqESmgjaX60OplIvhA9gWSOYOkQDTzUoSZ7IgWIomPPXeRhUgxuKjdLmEfdgUjONja3ev9CXlw2qxiGZZdEvoR8XmUNpbqQXfdRDhtVjG3hZQLKlkXlIPf44Nt3egJSVNxmzEmOohyHxdCPiZUxWsJbj0snR8YX0zL81woIh8w2Uk9NpOKZJQnbUrUggSRyZDDIXDbEYowU4oSd9zpmTHpjlxq23rQGYjAYbVQlXsFmDQkLoi2N3glK+HB/YfouEwZxsoQoEJO8epDgshk8MG2rUGa3emx7hDq2uNlCCZV5UvynsSJ4b5g2ySajL843AEAGFeZR6Z6BRhZkossuxXdoSgOJI65Bsv2xHgmQaQMExNWvi1HOiR7zy2JccgtiITy0OxnMvju9It6aQTRliPx9xlenANPtl2S9yROzGSxDzskeb8tiaMb/r6EvFgtgihctkq0oG4XI8yoD5VgYmKs1Lf70dY1+JxgLZ0BNHgDsAhJsUUoDwkikzGhygOLADT5AmiSwLGaL8qTaDFVjMlD8gFIKYji7zMp8b6E/CT9iAZv5QuEo+Lx6YQqshApQZ7LLuYE2yKBL9iWxAZ1VGkucpy2Qb8fkRkkiExGjtMmZsvdLMGCSoup8kyuzgcQr7jdGQgP6r0i0ZjoA0YWIuXgVgApLETbjngRiTGUup2oys8a9PsR6cHHoRTzKD+2nkzzqKqQIDIhU4fmAxj8QGaM4YvE7mhKNS2mSlGSWPgYG/zudN/RLvjDUeQ4rBhBDtWKkXSs9iE6SMfqTXUdAOLjWhCEwTaNSJMpCUHExcxg4PPopMR7EupAgsiEiAN5kIKoyRfA0c4grBYB4ytIECnJFIlELTfVT6jywGqhxVQpRpTkIsdhRU8oij2DLPS6qf4YAGBKdYEUTSPSJPXoejCJbhljoqV9ClmIVIUEkQnhpt4thzsGtTvdnNiZnlLmRpbDKkHLiHSZKpG5ni+mk2lnqihWi4BpNXEBs/5Q+6DeK9VCRCjH2Ao3HFYLjvWEUd/uz/h9att60NEThsNqEbOYE+pAgsiEjC51I8cRD/sdTD2lzxMT+YxhtDNVmlT/hcHsTj8/yPuwUIpmEQNgek38nq87dCzj92j0+tGYiE6iwAZlcdqsGJeIFtxYl3kf8nl04hAPpb1QGbr7JsRqEcQjl88HsTulxVQ9JlZ54LBacLQziNq2nozeo60riP1H43lwpteQqFWaGcPj93zdofaMRe3G2g4AwJjyPGQ7KDpJaWYmNoOfHWzL+D34PDprOM2jakOCyKScPrwIALB2f2YD2RcIi9muZ9JAVhyX3Sr6gq09kFkfcsvEKWW5KMhxSNU0Ik2mVOfDZhHQ6A3gSEdmRy6872kxVYfTRyTm0QOD31jSPKo+JIhMyukj+UBuy2h3uqH2GGIMqCnKRlmeS+rmEWlw+oj4BLomQ0FEE7G6ZDtsODURfr8+w2Mz3vd8YSaUZfqwQggCcLC1Gy2+ged1a/T6UdfeA4sAnEZWWtUhQWRSJg/Jh8tuQVt3KCM/InExpeMy1RisqF13iI481WZGTeZHLi2dAexr6YIgJMUxoSyeLLtYDmntwYFbifg8emqlB24XZfpXGxJEJsVhs4hOnZlYGD7d1wqArAtqMm1oARxWC5p9QRwaoB9Re3dIrGdH1gX1mDOqGADw8Z7WAYtafkwzrjwP+dl05KkWyWOzgc+j/9kXfw3No9qABJGJ4btKLm7SpbUrKCYEnH9KieTtItLDZbeKzvED7cPVe4+CMWBsuZuOPFVk1ohCOGwWHOnwiw7u6bJmf7zPZ48kQasmXBDFx1T6opYxho/2HAUAzKN5VBOQIDIxZ46OD8JP9rYiGImm/brVe+ODeHxFHkppMVWVeaPjFoaVu1oG9Do+Ec8fQxOxmmQ7bOKxM++TdGCMYeWu+PVzE78BQh3OGFkEh9WC+nY/9h9N3/1gd3MnmnwBuOwWcorXCCSITMzEKg9K3U50h6L4bABREh/tpsVUKywaXwYA+GRfK/yh9ERtLMbwMRdEtDNVHd4HHw9AEG1v8KHJF0C2w4rZdOSpKjlOm+jP98HO9DcmqxLz6OwRRXDZKbGtFiBBZGIsFgELx5UCAN7f2ZzWa8LRWNK6QIup6owpc6MqPwvBSAyfpHlstuWIF61dIeQ4rKIfGaEefGOx5kAbuoKRtF7Dx+uZo4tpMdUAC8fG59EPBmCp/TBx7YIxpbK0iRg4JIhMzsKxcQvDBztb0jr/XrO/Dcd6wijKcVAyPw0gCAIWcVG7Iz1R+9aWBgDA2ePKKDOuBhhdmosRxTkIRWJp9+F7iesWjiuTs2lEmpydEEQbao+hvTt00uubfQExypNbeQn1odnQ5MwZVYxshxVHOvzYUHvyXCj/TCym500oh81KPx8tcM6p5QCAd7c3ndQXjDGGt7Y0AgAunFghe9uIkyMIAi6cFO8LPr5OxL6WLmxv8MFmEUTLBKEu1YXZmFCVh2iMpdWHb29tBGPAtKH5qMrPUqCFRDrQimZyshxWnD8hPhn/38bDJ7w2EI7iX9vjO9OLJlXK3jYiPU4fUYTyPBe8/vBJfRg21B5DgzeAHIcVC8gHTDPw8fTRnqPw9oRPeO2KTfFxOv+UEhTlOmVvG5Eel08dAgB4beORk1775hdx0UTzqLYgQUTga6dVAQD++UUjAuHjWxje2dYIrz+MSo+L8mZoCKtFwOXT4n349w0nFrV//awOAHD+xAryPdEQY8rdGFvuRjjK8PcTbEwi0Rhe3xRfTHmfE9rgksmVsFoEbK7vOGGy211NPmyq64DVIuCiSWSl1RIkiAicPrwIQwqy0BmMnHB385c1tQCAb8waCqtFUKp5RBp8bVp8d7pqdwsOtfafz6a9O4R/bo0fl33z9BrF2kakB++Tv6w5hFisf3++f+9oxpEOPwqy7VhE/kOaosTtxFkJq+tznx487nUvJObRc08to7QlGoMEEQGLRcC35gwHAPzh4/2IRGN9rll7oA0b6zpgtwq4cka10k0kTsKo0lycNaYEMQb84eMD/V7zv58cQCgSw8QqDyYP8SjcQuJkXD61Cm6XDYfaevDvfpyrGWP4Y6Jvrzu9hix8GuTbc0cAiFtqW7uCfZ5v9gXwfwkr7nWnD1OyaUQakCAiAABXz6xGfrYdtW09eHldfa/nYjGGX/9rNwDgqhnVKHXTrkaLfG/BKADA3zfU9zHZt/gCeO7TQwCA284eBUEgC5/WyHHacMPsYQCAh/+1C+EvbUze2daEzfUdcNkt+OZssvBpkdNHFGLyEA+CkRh+996ePs8/9sFeBCMxnFZTQPXnNAgJIgJAPGPuDxeOBgA8/O4uHD6WrI31/JpD2FB7DFl2K35w9mi1mkichJnDC3H22FKEowxLXtsiLqixGMOS17aiJxTF5Op8nENhvprlu/NHoDDHgQNHu/HEB3vFx9u6gvj5P7YDAG6ZN5I2JRpFEAQsuWAcAOCvn9f1qm/2n32tog/fj88dQ5sSDUKCiBC57vQaTBrigS8QwfX/+zn+s78Vz//nEP77rZ0AgCUXjKW6Vxrn55ecihyHFesOHcPiFzfii/oO/Pj/tuCDXS2wWwX8z9cm0kSsYdwuO352yakAgMc/3IcnPtiL9YfaccNzn6PZF8TIkhzcOn+Eyq0kTsTpI4rw9dOGgDHg1v+3Ae9sbcQ7Wxvx3f+3AQBwzcxqzKLs4ppEYAMtsawzfD4fPB4PvF4v8vLy1G6O5mn0+vHVp/6DRm+g1+NfP20Ifv31SbSY6oCVu1pw8wvrEUlxzBUE4JErJ4uhwYS2+dXbO0V/IU5RjgMv33I6Rpe5VWoVkS7+UBTf+NNabKrr6PX49JoCvPDtmch22NRpmM5Qev0mQUT0oaUzgIfe3oWP9hxFXpYd3zy9BjedMQwWiizTDZvqjuF/3t2FHQ0+jCrNxV1fGUNFQHUEYwx/W38Yz64+gNauIGaPLMJ9543D0KJstZtGpIk/FMXv3t+DNzc3QBCAS6ZU4o6FpyDLQc7w6UKCSGJIEBEEQRCE/lB6/SYfIoIgCIIgTA8JIoIgCIIgTA8JIoIgCIIgTA8JIoIgCIIgTA8JIoIgCIIgTI8uBNGTTz6JYcOGweVyYdasWfj888/VbhJBEARBEAZC84LolVdewV133YWlS5di48aNmDx5Ms4991y0tLSo3TSCIAiCIAyC5gXRI488gptvvhk33XQTxo8fj2eeeQbZ2dn485//rHbTCIIgCIIwCJoWRKFQCBs2bMCiRYvExywWCxYtWoQ1a9ao2DKCIAiCIIyEpguqtLa2IhqNoqysd3XusrIy7Nq1q9/XBINBBINB8f8+n0/WNhIEQRAEoX80bSHKhGXLlsHj8Yh/1dXVajeJIAiCIAiNo2lBVFxcDKvViubm5l6PNzc3o7y8vN/XLFmyBF6vV/yrr69XoqkEQRAEQegYTQsih8OB0047DR988IH4WCwWwwcffIDZs2f3+xqn04m8vLxefwRBEARBECdC0z5EAHDXXXfhhhtuwPTp0zFz5kw8+uij6O7uxk033aR20wiCIAiCMAiaF0RXXXUVjh49igceeABNTU2YMmUK3n333T6O1seDMQaAnKsJgiAIQk/wdZuv43IjMKU+SSUOHz5MjtUEQRAEoVPq6+sxZMgQ2T/H8IIoFouhoaEBbrcbgiBI9r4+nw/V1dWor68nP6UBQvcuM+i+ZQbdt8yg+5Y5dO8y48v3jTGGzs5OVFZWwmKR3+VZ80dmg8VisciqLMlxO3Po3mUG3bfMoPuWGXTfMofuXWak3jePx6PY52o6yowgCIIgCEIJSBARBEEQBGF6SBBliNPpxNKlS+F0OtVuiu6ge5cZdN8yg+5bZtB9yxy6d5mh9n0zvFM1QRAEQRDEySALEUEQBEEQpocEEUEQBEEQpocEEUEQBEEQpocEEUEQBEEQpocEUYY8+eSTGDZsGFwuF2bNmoXPP/9c7SYpxs9+9jMIgtDrb+zYseLzgUAAixcvRlFREXJzc/G1r30Nzc3Nvd6jrq4OF154IbKzs1FaWop77rkHkUik1zWrVq3CtGnT4HQ6MWrUKCxfvlyJrycpH3/8MS6++GJUVlZCEAS8/vrrvZ5njOGBBx5ARUUFsrKysGjRIuzdu7fXNe3t7bj22muRl5eH/Px8fPvb30ZXV1eva7Zs2YIzzzwTLpcL1dXVePjhh/u05W9/+xvGjh0Ll8uFiRMn4u2335b8+0rFye7bjTfe2Oc3eN555/W6xoz3bdmyZZgxYwbcbjdKS0tx2WWXYffu3b2uUXJ86mWeTOe+LViwoM9v7tZbb+11jdnu29NPP41JkyaJiRRnz56Nd955R3xed781RgyYl19+mTkcDvbnP/+Zbd++nd18880sPz+fNTc3q900RVi6dCk79dRTWWNjo/h39OhR8flbb72VVVdXsw8++ICtX7+enX766eyMM84Qn49EImzChAls0aJFbNOmTeztt99mxcXFbMmSJeI1Bw4cYNnZ2eyuu+5iO3bsYE888QSzWq3s3XffVfS7Dpa3336b/eQnP2GvvfYaA8BWrFjR6/mHHnqIeTwe9vrrr7MvvviCXXLJJWz48OHM7/eL15x33nls8uTJbO3atWz16tVs1KhR7JprrhGf93q9rKysjF177bVs27Zt7KWXXmJZWVnsD3/4g3jNp59+yqxWK3v44YfZjh072H/9138xu93Otm7dKvs9yIST3bcbbriBnXfeeb1+g+3t7b2uMeN9O/fcc9lzzz3Htm3bxjZv3swuuOACNnToUNbV1SVeo9T41NM8mc59mz9/Prv55pt7/ea8Xq/4vBnv25tvvsneeusttmfPHrZ79252//33M7vdzrZt28YY099vjQRRBsycOZMtXrxY/H80GmWVlZVs2bJlKrZKOZYuXcomT57c73MdHR3Mbrezv/3tb+JjO3fuZADYmjVrGGPxxc5isbCmpibxmqeffprl5eWxYDDIGGPsxz/+MTv11FN7vfdVV13Fzj33XIm/jXJ8eWGPxWKsvLyc/frXvxYf6+joYE6nk7300kuMMcZ27NjBALB169aJ17zzzjtMEAR25MgRxhhjTz31FCsoKBDvHWOM3XvvvWzMmDHi/6+88kp24YUX9mrPrFmz2He/+11Jv6McHE8QXXrppcd9Dd23OC0tLQwA++ijjxhjyo5PPc+TX75vjMUF0Q9/+MPjvobuW5yCggL2pz/9SZe/NToyGyChUAgbNmzAokWLxMcsFgsWLVqENWvWqNgyZdm7dy8qKysxYsQIXHvttairqwMAbNiwAeFwuNf9GTt2LIYOHSrenzVr1mDixIkoKysTrzn33HPh8/mwfft28ZrU9+DXGOkeHzx4EE1NTb2+p8fjwaxZs3rdq/z8fEyfPl28ZtGiRbBYLPjss8/Ea+bNmweHwyFec+6552L37t04duyYeI3R7ueqVatQWlqKMWPG4Hvf+x7a2trE5+i+xfF6vQCAwsJCAMqNT73Pk1++b5wXX3wRxcXFmDBhApYsWYKenh7xObPft2g0ipdffhnd3d2YPXu2Ln9rhi/uKjWtra2IRqO9OhAAysrKsGvXLpVapSyzZs3C8uXLMWbMGDQ2NuLnP/85zjzzTGzbtg1NTU1wOBzIz8/v9ZqysjI0NTUBAJqamvq9f/y5E13j8/ng9/uRlZUl07dTDv5d+/ueqfehtLS01/M2mw2FhYW9rhk+fHif9+DPFRQUHPd+8vfQG+eddx6++tWvYvjw4di/fz/uv/9+nH/++VizZg2sVivdNwCxWAx33HEH5syZgwkTJgCAYuPz2LFjup0n+7tvAPCNb3wDNTU1qKysxJYtW3Dvvfdi9+7deO211wCY975t3boVs2fPRiAQQG5uLlasWIHx48dj8+bNuvutkSAiBsz5558v/nvSpEmYNWsWampq8OqrrxpCqBDa5+qrrxb/PXHiREyaNAkjR47EqlWrsHDhQhVbph0WL16Mbdu24ZNPPlG7KbriePftlltuEf89ceJEVFRUYOHChdi/fz9GjhypdDM1w5gxY7B582Z4vV78/e9/xw033ICPPvpI7WZlBB2ZDZDi4mJYrdY+nvLNzc0oLy9XqVXqkp+fj1NOOQX79u1DeXk5QqEQOjo6el2Ten/Ky8v7vX/8uRNdk5eXZxjRxb/riX5L5eXlaGlp6fV8JBJBe3u7JPfTKL/ZESNGoLi4GPv27QNA9+22227DP//5T6xcuRJDhgwRH1dqfOp1njzefeuPWbNmAUCv35wZ75vD4cCoUaNw2mmnYdmyZZg8eTIee+wxXf7WSBANEIfDgdNOOw0ffPCB+FgsFsMHH3yA2bNnq9gy9ejq6sL+/ftRUVGB0047DXa7vdf92b17N+rq6sT7M3v2bGzdurXXgvXee+8hLy8P48ePF69JfQ9+jZHu8fDhw1FeXt7re/p8Pnz22We97lVHRwc2bNggXvPhhx8iFouJE/Ls2bPx8ccfIxwOi9e89957GDNmDAoKCsRrjHw/Dx8+jLa2NlRUVAAw731jjOG2227DihUr8OGHH/Y5ElRqfOptnjzZfeuPzZs3A0Cv35zZ7lt/xGIxBINBff7WBuSCTTDG4iF+TqeTLV++nO3YsYPdcsstLD8/v5envJH50Y9+xFatWsUOHjzIPv30U7Zo0SJWXFzMWlpaGGPxUMuhQ4eyDz/8kK1fv57Nnj2bzZ49W3w9D7U855xz2ObNm9m7777LSkpK+g21vOeee9jOnTvZk08+qcuw+87OTrZp0ya2adMmBoA98sgjbNOmTay2tpYxFg+7z8/PZ2+88QbbsmULu/TSS/sNu586dSr77LPP2CeffMJGjx7dK3y8o6ODlZWVseuuu45t27aNvfzyyyw7O7tP+LjNZmO/+c1v2M6dO9nSpUs1HT5+ovvW2dnJ7r77brZmzRp28OBB9v7777Np06ax0aNHs0AgIL6HGe/b9773PebxeNiqVat6hYf39PSI1yg1PvU0T57svu3bt489+OCDbP369ezgwYPsjTfeYCNGjGDz5s0T38OM9+2+++5jH330ETt48CDbsmULu++++5ggCOzf//43Y0x/vzUSRBnyxBNPsKFDhzKHw8FmzpzJ1q5dq3aTFOOqq65iFRUVzOFwsKqqKnbVVVexffv2ic/7/X72/e9/nxUUFLDs7Gx2+eWXs8bGxl7vcejQIXb++eezrKwsVlxczH70ox+xcDjc65qVK1eyKVOmMIfDwUaMGMGee+45Jb6epKxcuZIB6PN3ww03MMbiofc//elPWVlZGXM6nWzhwoVs9+7dvd6jra2NXXPNNSw3N5fl5eWxm266iXV2dva65osvvmBz585lTqeTVVVVsYceeqhPW1599VV2yimnMIfDwU499VT21ltvyfa9B8uJ7ltPTw8755xzWElJCbPb7aympobdfPPNfSY/M963/u4ZgF5jR8nxqZd58mT3ra6ujs2bN48VFhYyp9PJRo0axe65555eeYgYM999+9a3vsVqamqYw+FgJSUlbOHChaIYYkx/vzWBMcYGZlMiCIIgCIIwFuRDRBAEQRCE6SFBRBAEQRCE6SFBRBAEQRCE6SFBRBAEQRCE6SFBRBAEQRCE6SFBRBAEQRCE6SFBRBAEQRCE6SFBRBAEQRCE6SFBRBCE4tx444247LLLVPv86667Dr/61a/Suvbqq6/Gb3/7W5lbRBCE2lCmaoIgJEUQhBM+v3TpUtx5551gjCE/P1+ZRqXwxRdf4Oyzz0ZtbS1yc3NPev22bdswb948HDx4EB6PR4EWEgShBiSICIKQlKamJvHfr7zyCh544AHs3r1bfCw3NzctISIX3/nOd2Cz2fDMM8+k/ZoZM2bgxhtvxOLFi2VsGUEQakJHZgRBSEp5ebn45/F4IAhCr8dyc3P7HJktWLAAP/jBD3DHHXegoKAAZWVlePbZZ9Hd3Y2bbroJbrcbo0aNwjvvvNPrs7Zt24bzzz8fubm5KCsrw3XXXYfW1tbjti0ajeLvf/87Lr744l6PP/XUUxg9ejRcLhfKysrw9a9/vdfzF198MV5++eXB3xyCIDQLCSKCIDTB888/j+LiYnz++ef4wQ9+gO9973u44oorcMYZZ2Djxo0455xzcN1116GnpwcA0NHRgbPPPhtTp07F+vXr8e6776K5uRlXXnnlcT9jy5Yt8Hq9mD59uvjY+vXrcfvtt+PBBx/E7t278e6772LevHm9Xjdz5kx8/vnnCAaD8nx5giBUhwQRQRCaYPLkyfiv//ovjB49GkuWLIHL5UJxcTFuvvlmjB49Gg888ADa2tqwZcsWAMDvf/97TJ06Fb/61a8wduxYTJ06FX/+85+xcuVK7Nmzp9/PqK2thdVqRWlpqfhYXV0dcnJycNFFF6GmpgZTp07F7bff3ut1lZWVCIVCvY4DCYIwFiSICILQBJMmTRL/bbVaUVRUhIkTJ4qPlZWVAQBaWloAxJ2jV65cKfok5ebmYuzYsQCA/fv39/sZfr8fTqezl+P3V77yFdTU1GDEiBG47rrr8OKLL4pWKE5WVhYA9HmcIAjjQIKIIAhNYLfbe/1fEIRej3ERE4vFAABdXV24+OKLsXnz5l5/e/fu7XPkxSkuLkZPTw9CoZD4mNvtxsaNG/HSSy+hoqICDzzwACZPnoyOjg7xmvb2dgBASUmJJN+VIAjtQYKIIAhdMm3aNGzfvh3Dhg3DqFGjev3l5OT0+5opU6YAAHbs2NHrcZvNhkWLFuHhhx/Gli1bcOjQIXz44Yfi89u2bcOQIUNQXFws2/chCEJdSBARBKFLFi9ejPb2dlxzzTVYt24d9u/fj3/961+46aabEI1G+31NSUkJpk2bhk8++UR87J///Ccef/xxbN68GbW1tXjhhRcQi8UwZswY8ZrVq1fjnHPOkf07EQShHiSICILQJZWVlfj0008RjUZxzjnnYOLEibjjjjuQn58Pi+X4U9t3vvMdvPjii+L/8/Pz8dprr+Hss8/GuHHj8Mwzz+Cll17CqaeeCgAIBAJ4/fXXcfPNN8v+nQiCUA9KzEgQhKnw+/0YM2YMXnnlFcyePfuk1z/99NNYsWIF/v3vfyvQOoIg1IIsRARBmIqsrCy88MILJ0zgmIrdbscTTzwhc6sIglAbshARBEEQBGF6yEJEEARBEITpIUFEEARBEITpIUFEEARBEITpIUFEEARBEITpIUFEEARBEITpIUFEEARBEITpIUFEEARBEITpIUFEEARBEITpIUFEEARBEITp+f9edW1zo2ZJRgAAAABJRU5ErkJggg==\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = plt.subplot(xlabel=\"Time (s)\", ylabel=\"Power (MW)\")\n", - "ax.set_title(\"Power Signal\")\n", - "ax.plot(create_power_signal(12.0) / 1e6)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Running for System size: 1.0\n", - "Running for System size: 1.4736842105263157\n", - "Running for System size: 1.9473684210526314\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "KeyboardInterrupt\n", - "\n" - ] - } - ], - "source": [ - "h2_results = []\n", - "\n", - "for m in models:\n", - " sys_rating = m[\"electrolyzer\"][\"control\"][\"system_rating_MW\"]\n", - " print(\"Running for System size: \", sys_rating)\n", - " power_test_signal = create_power_signal(sys_rating)\n", - " _, res = run_electrolyzer(m, power_test_signal)\n", - " h2_results.append(res)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "h2_prod = [r[\"kg_rate\"].sum() for r in h2_results]\n", - "h2_rates = [r[\"kg_rate\"] for r in h2_results]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "fig, ax = plt.subplots()\n", - "\n", - "ax.plot(system_ratings, h2_prod)\n", - "ax.set_xlabel(\"System Rating (MW)\")\n", - "ax.set_title(\"$H_2$ Production Scaling\")\n", - "ax.set_ylabel(\"$H_2$ Produced (kg)\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.set_xlabel(\"Time (s)\")\n", - "ax.set_ylabel(\"$H_2$ Rate (kg/s)\")\n", - "control_type = modeling_options[\"electrolyzer\"][\"control\"][\"control_type\"]\n", - "ax.set_title(f\"$H_2$ Rate By System ({control_type})\")\n", - "\n", - "for r in h2_rates:\n", - " ax.plot(h2_results[0].index, r)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Alternate form: `run_electrolyzer` using `optimize=True`\n", - "\n", - "This approach will perform the same run as `run_electrolyzer` above, but improves efficiency by only keeping track of necessary metrics for optimization." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "h2_results_opt = []\n", - "curr_density_results = []\n", - "\n", - "for sys_rating in system_ratings:\n", - " options = copy.deepcopy(modeling_options)\n", - " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n", - " print(\"Running for System size: \", sys_rating)\n", - " power_test_signal = create_power_signal(sys_rating)\n", - " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n", - " h2_results_opt.append(h2)\n", - " curr_density_results.append(curr_density)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ax = plt.subplot()\n", - "ax.plot(system_ratings, h2_results_opt)\n", - "ax.set_title(\"$H_2$ Production Scaling\")\n", - "ax.set_xlabel(\"System Rating (MW)\")\n", - "ax.set_ylabel(\"$H_2$ Produced (kg)\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ax = plt.subplot()\n", - "ax.plot(system_ratings, curr_density_results)\n", - "ax.set_xlabel(\"System Rating (MW)\")\n", - "ax.set_ylabel(\"Current Density (A/$cm^2$)\")\n", - "ax.set_title(\"Maximum Current Density\")\n", - "ax.set_ylim(0, 2.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "system_ratings = np.linspace(1.0, 1.01, 20)\n", - "\n", - "models = build_models(system_ratings, modeling_options)\n", - "\n", - "plot_systems(models)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Running for System size: 1.0\n", - "Running for System size: 1.0005263157894737\n", - "Running for System size: 1.0010526315789474\n", - "Running for System size: 1.0015789473684211\n", - "Running for System size: 1.0021052631578948\n", - "Running for System size: 1.0026315789473683\n", - "Running for System size: 1.003157894736842\n", - "Running for System size: 1.0036842105263157\n", - "Running for System size: 1.0042105263157894\n", - "Running for System size: 1.0047368421052632\n", - "Running for System size: 1.0052631578947369\n", - "Running for System size: 1.0057894736842106\n", - "Running for System size: 1.0063157894736843\n", - "Running for System size: 1.006842105263158\n", - "Running for System size: 1.0073684210526317\n", - "Running for System size: 1.0078947368421052\n", - "Running for System size: 1.0084210526315789\n", - "Running for System size: 1.0089473684210526\n", - "Running for System size: 1.0094736842105263\n", - "Running for System size: 1.01\n" - ] - } - ], - "source": [ - "h2_results_opt = []\n", - "\n", - "for sys_rating in system_ratings:\n", - " options = copy.deepcopy(modeling_options)\n", - " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n", - " print(\"Running for System size: \", sys_rating)\n", - " power_test_signal = create_power_signal(sys_rating)\n", - " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n", - " h2_results_opt.append(h2)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$H_2$ Produced (kg)')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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In3/+GR06dICBgYHGvn79+sHOzg6dOnXC7t27NfZFR0cjODhYY1tISAiio6MBAKmpqcjIyNBoY2FhgYCAAHWbpyksLER2drbGg4iIiOounQtaZ8+ehampKeRyOcaPH48dO3bAy8urXH1Mnz4dJiYmsLa2RlpaGnbt2qXeZ2pqiiVLlmDr1q3Yu3cvOnXqhNDQUI2wlZGRAXt7e40+7e3tkZGRod7/ZNuz2jzN/PnzYWFhoX7wE4dERER1m84FLU9PT8THxyMmJgYTJkzAqFGjcP78+XL1MXXqVMTFxeHQoUOQSqUYOXIknrxDamNjg8mTJyMgIABt27bFggUL8Prrr2PRokXVMRwNYWFhUCgU6seNGzeq/ZxERESkPTq3vINMJoObmxsAwN/fH6dOncLy5cuxdu3aMvdhY2MDGxsbeHh4oEWLFnBycsJff/31zLcgAwICcPjwYfVzBwcH3LlzR6PNnTt34ODgoN7/ZFvDhg012jxr3hcAyOVyyOXyMo+DiIiIajedu6P1byqVCoWFhZU6HsBz+4iPj9cITIGBgTh69KhGm8OHD6uDmqurKxwcHDTaZGdnIyYmpsLzyYiIiKju0ak7WmFhYejduzecnZ2Rk5ODTZs2ISoqCgcPHgTweG5URkYGUlJSADyez2VmZgZnZ2dYWVkhJiYGp06dQqdOndCgQQNcuXIFM2fORLNmzdQBaOPGjZDJZHjppZcAANu3b8f69evx/fffq+v46KOP0LVrVyxZsgR9+vTB5s2bcfr0aaxbtw4AIJFIMHHiRHz11Vdwd3eHq6srZs6cCUdHR4SGhtbgFSMiIiKdVs1repXLmDFjhIuLi5DJZMLW1lb06NFDHDp0SL1/1qxZT11sNDw8XAghRGJioggKChJWVlZCLpeLJk2aiPHjx4ubN2+q+9iwYYNo0aKFMDY2Fubm5qJdu3Zi69atpWqJiIgQHh4eQiaTCW9v72cuWGpvby/kcrno0aOHSE5OLtd4uWApERFR7VOe12+dX0erLuM6WkRERLVPnVhHi4iIiKi2Y9AiIiIiqiYMWkRERFTnCCHw+8U7UKq0O0OKQYuIiIjqlMzcIry36QzGbDiN749f1WotOrW8AxEREVFlRCXfxdRtibiXUwh9PQm0/Yk/Bi0iIiKq9fKKSjBv3wX89FcaAKCZrQm+GfoSfBpbaLUuBi0iIiKq1eLSMjE5IgGp93MBAG92aIJPejeHoYFUy5UxaBEREVEtVaxUYcXvKVgVmQKlSsDB3BCLB/uik7uNtktTY9AiIiKiWufKvUeYtCUeiTcVAIB+vo74sn9LWBgbaLkyTQxaREREVGsIIfC/6OuYv/8CCopVMDfUx1cDfNDP11HbpT0VgxYRERHVChmKAkzdloDjl+8DADq722DhoFZoaGGk5cqejUGLiIiIdN6exHR8tiMJivxiyPX1ENa7OUYGNoGenkTbpT0XgxYRERHpLEV+MWbtSsLO+HQAgE8jCywb6gs3OzMtV1Y2DFpERESkk06k3MeUrQm4rSiAngR4P8gNH/Rwh4G09nyxDYMWERER6ZSCYiUWHkjG+hOpAIAm1sZYOtQPrZ0baLmy8mPQIiIiIp2RdEuBSVvicfnuIwDAiABnfPZKC5jIa2dkqZ1VExERUZ1SolRh7bGrWHb4EkpUAjamciwc5IPuze21XVqlMGgRERGRVl1/kItJW+JxJi0LABDibY/5A1vBykSm3cKqAIMWERERaYUQAptP3cCXe84jr0gJU7k+ZvfzxmutG0Ei0e1lG8qKQYuIiIhq3L2cQoRtT8SRC3cBAO1crbBksC+crIy1XFnVYtAiIiKiGnXwXAbCtp/Fw9wiyKR6mBLigbGdmkKq44uPVgSDFhEREdWInIJifPHbeWyNvQkAaO5ghmVD/dCiobmWK6s+DFpERERU7f5OfYjJEfG4mZkPiQR4u0tTTH7ZA3J9qbZLq1YMWkRERFRtCkuUWHb4MtYeuwIhgMYNjLBksC8Cmlpru7QawaBFRERE1SI5IwcTt8Tjwu1sAMBg/8b4vK8XzAwNtFxZzWHQIiIioiqlUgn88GcqFh1MRpFSBSsTGeYN8EGvlg7aLq3GMWgRERFRlbmZmYcpWxPw19WHAIAeze0w/zUf2JkZarky7WDQIiIiokoTQmD7mVuYvfsccgpLYCyTYuarXhjW1qnOLD5aEQxaREREVCkPc4vw2Y6z2J+UAQBo7WyJpUP80MTGRMuVaR+DFhEREVVYZPJdTNuWiHs5hdDXk2DSyx54p0tT6Ev1tF2aTmDQIiIionLLKyrB3L0X8HNMGgDAzc4U3wz1Q8tGFlquTLcwaBEREVG5xKVlYnJEAlLv5wIARndsgum9msPQoG4vPloRDFpERERUJsVKFVb8noJVkSlQqgQaWhhi0SBfdHK30XZpOotBi4iIiF4o5e4jTI6IR+JNBQCgv58jvujXEhbG9Wfx0Ypg0CIiIqJnEkLgf9HXMW/fBRSWqGBuqI+5A3zQ19dR26XVCgxaRERE9FQZigJM3ZaA45fvAwA6u9tg0SBfOFjUz8VHK4JBi4iIiEr5LSEdM3YmQZFfDLm+Hj59pQXeaO8CPb36u/hoRTBoERERkZoirxif707Crvh0AIBPIwssG+oHNztTLVdWOzFoEREREQDgRMp9TNmagNuKAkj1JHgvyA0fdHeDARcfrTAGLSIionquoFiJrw9cRPiJawCAJtbGWDrUD62dG2i3sDqAQYuIiKgeS7qlwMQt8Ui5+wgA8J8AZ3zWpwWMZYwIVYFXkYiIqB4qUaqw9thVLDt8CSUqAVszORa+1gpBze20XVqdwqBFRERUz1x/kItJW+JxJi0LANC7pQPmDvCBlYlMu4XVQQxaRERE9YQQAptP3cCXe84jr0gJM7k+5vT3xoCXGkEi4bIN1YFBi4iIqB64l1OIT35NxNGLdwEAAa5WWDLEF40bGGu5srqNQYuIiKiOO3guA2Hbz+JhbhFkUj1MDfHE2E6uXHy0BjBoERER1VE5BcX44rfz2Bp7EwDQoqE5lg31RXMHcy1XVn8waBEREdVBf6c+xOSIeNzMzIdEArzTpRkmvewOub5U26XVKwxaREREdUhhiRJLD1/CumNXIQTQuIERlg7xQztXK22XVi8xaBEREdURFzOyMXFzPC5m5AAAhrRpjJmvesHM0EDLldVfDFpERES1nEol8MOfqVh0MBlFShWsTGSYP9AHId4O2i6t3mPQIiIiqsVuZubh44gExKQ+BAD0aG6HBa+1gq2ZXMuVEcCgRUREVCsJIbD9zC3M3n0OOYUlMJZJ8fmrXhja1omLj+oQBi0iIqJa5mFuET7bcRb7kzIAAK2dLbFsqB9crE20XBn9G4MWERFRLRKZfBfTtiXiXk4h9PUkmPSyB97p0hT6Uj1tl0ZPwaBFRERUC+QVlWDu3gv4OSYNAOBmZ4pvhvqhZSMLLVdGz8OgRUREpOPi0jIxOSIBqfdzAQBjOrpiWi9PGBpw8VFdx6BFRESko4qVKqz4PQWrIlOgVAk0tDDE4sG+6Ohmo+3SqIwYtIiIiHRQyt1HmBwRj8SbCgBAqJ8j5vRvCQsjLj5amzBoERER6RCVSuDHv65j3r4LKCxRwcLIAF+FtkRfX0dtl0YVwKBFRESkIzIUBZi6LQHHL98HAHR2t8GiQb5wsDDUcmVUUQxaREREOuC3hHTM2JkERX4x5Pp6+PSVFnijvQv09Lj4aG2mU4turF69Gq1atYK5uTnMzc0RGBiI/fv3q/evW7cO3bp1g7m5OSQSCbKyskr10a9fPzg7O8PQ0BANGzbEG2+8gfT0dI02iYmJ6Ny5MwwNDeHk5ISFCxeW6mfr1q1o3rw5DA0N4ePjg3379mnsF0Lg888/R8OGDWFkZITg4GBcvny5ai4EERHVG4q8Yny0OQ4f/BIHRX4xWjW2wN4PO2NUhyYMWXWATgWtxo0bY8GCBYiNjcXp06fRvXt39O/fH+fOnQMA5OXloVevXvj000+f2UdQUBAiIiKQnJyMX3/9FVeuXMGgQYPU+7Ozs9GzZ0+4uLggNjYWixYtwuzZs7Fu3Tp1m5MnT2L48OEYO3Ys4uLiEBoaitDQUCQlJanbLFy4EN9++y3WrFmDmJgYmJiYICQkBAUFBdVwZYiIqC46kXIfvZYfw674dEj1JPiwhzt+ndABbnam2i6NqohECCG0XcTzWFlZYdGiRRg7dqx6W1RUFIKCgpCZmQlLS8vnHr97926EhoaisLAQBgYGWL16NT777DNkZGRAJpMBAD755BPs3LkTFy9eBAAMHToUubm52LNnj7qf9u3bw8/PD2vWrIEQAo6Ojvj4448xZcoUAIBCoYC9vT02bNiAYcOGlWls2dnZsLCwgEKhgLm5eXkuCxER1WIFxUp8feAiwk9cAwA0sTbG0qF+aO3cQLuFUZmU5/Vbp+5o/ZNSqcTmzZuRm5uLwMDACvXx8OFD/Pzzz+jQoQMMDB5/HDY6OhpdunRRhywACAkJQXJyMjIzM9VtgoODNfoKCQlBdHQ0ACA1NRUZGRkabSwsLBAQEKBu8zSFhYXIzs7WeBARUf2SdEuBV1f8qQ5Z/wlwxr6POjNk1VE6F7TOnj0LU1NTyOVyjB8/Hjt27ICXl1e5+pg+fTpMTExgbW2NtLQ07Nq1S70vIyMD9vb2Gu2fPM/IyHhum3/u/+dxT2vzNPPnz4eFhYX64eTkVK5xERFR7VWiVGFVZApCV51Ayt1HsDGVI/zNtpg7wAfGMn42ra7SuaDl6emJ+Ph4xMTEYMKECRg1ahTOnz9frj6mTp2KuLg4HDp0CFKpFCNHjoQuvEMaFhYGhUKhfty4cUPbJRERUQ24/iAXQ9ZGY9HBZJSoBHp5O+DQpC4Iam6n7dKomulchJbJZHBzcwMA+Pv749SpU1i+fDnWrl1b5j5sbGxgY2MDDw8PtGjRAk5OTvjrr78QGBgIBwcH3LlzR6P9k+cODg7qfz6tzT/3P9nWsGFDjTZ+fn7PrEsul0Mul5d5HEREVLsJIbD51A18uec88oqUMJXrY04/bwxs3QgSCT9RWB/o3B2tf1OpVCgsLKzU8QDUfQQGBuLYsWMoLi5Wtzl8+DA8PT3RoEEDdZujR49q9HP48GH1XDFXV1c4ODhotMnOzkZMTEyF55MREVHd8/WBZIRtP4u8IiXauVrhwMTOeM2/MUNWPaJTd7TCwsLQu3dvODs7IycnB5s2bUJUVBQOHjwI4PHcqIyMDKSkpAB4PJ/LzMwMzs7OsLKyQkxMDE6dOoVOnTqhQYMGuHLlCmbOnIlmzZqpA9CIESMwZ84cjB07FtOnT0dSUhKWL1+OZcuWqev46KOP0LVrVyxZsgR9+vTB5s2bcfr0afUSEBKJBBMnTsRXX30Fd3d3uLq6YubMmXB0dERoaGjNXjQiItJJ/4u+hjV/XAEATOvliXe6NIOU62LVP0KHjBkzRri4uAiZTCZsbW1Fjx49xKFDh9T7Z82aJQCUeoSHhwshhEhMTBRBQUHCyspKyOVy0aRJEzF+/Hhx8+ZNjfMkJCSITp06CblcLho1aiQWLFhQqpaIiAjh4eEhZDKZ8Pb2Fnv37tXYr1KpxMyZM4W9vb2Qy+WiR48eIjk5uVzjVSgUAoBQKBTlOo6IiHTbwaTbwvWTPcJl+h7x7ZFL2i6Hqlh5Xr91fh2tuozraBER1T1xaZkY/t1fKChWYVhbJ8wf6MO3CuuYOrGOFhERUW1z7X4uxm48jYJiFbp52uKr0JYMWfUcgxYREVEVePCoEG+G/42HuUVo2cgcq0a0hr6UL7P1HX8CiIiIKim/SIlx/zuNaw/y0LiBEda/2RYmcp36vBlpCYMWERFRJShVAh9tjkNcWhYsjAywYXQ72JkZarss0hEMWkRERBUkhMCXe87j0Pk7kOnr4buRbeBmZ6rtskiHMGgRERFV0PfHU7Hh5DUAwNIhvmjnaqXdgkjnMGgRERFVwG8J6Zi77wIA4LNXWuDVVo5aroh0EYMWERFROcVcfYCPIxIAAG92aIJxnV21XBHpKgYtIiKicki5m4O3/ncaRUoVQrztMfNVL66VRc/EoEVERFRGd7MLMGr9KWQXlKC1syWWD3uJ319Iz8WgRUREVAa5hSUYs/EUbmXlw9XGBN+PagtDA6m2yyIdx6BFRET0AiVKFd7bdAZJt7JhbSLDhtFtYWUi03ZZVAswaBERET2HEAIzdiYhKvkeDA308MObbeFibaLtsqiWYNAiIiJ6jpW/p2DzqRvQkwArhreGn5OltkuiWoRBi4iI6Bm2xd7EksOXAABz+nnjZS97LVdEtQ2DFhER0VMcv3wPn/yaCAB4p2tTvBHYRLsFUa3EoEVERPQv59OzMeGnMyhRCfT1dcT0kObaLolqKQYtIiKif0jPysfoDX/jUWEJAlytsHhwK+hxrSyqIAYtIiKi/0+RX4zR4adwJ7sQ7namWDeyDeT6XCuLKo5Bi4iICEBRiQrjf4xF8p0c2JnJsWFMO1gYGWi7LKrlGLSIiKjeE0Jg2rYERF99ABOZFOGj26KRpZG2y6I6gEGLiIjqvUUHk7EzPh1SPQn++7o/vB0ttF0S1REMWkREVK/9HHMd/426AgCYP9AHXT1stVwR1SX62i6AiIhIG4pKVFh25BLW/PE4ZH3Uwx1D2jhpuSqqaxi0iIio3knOyMHELfG4cDsbADAq0AUTg921XBXVRQxaRERUb6hUAutPpGLhwWQUlahgZSLDvAE+6NXSQdulUR3FoEVERPXCrax8TIl4/MlCAOje3A4LXvOBnZmhliujuoxBi4iI6jQhBHbE3cKsXeeQU1gCY5kUM/p4YXg7J0gkXPGdqheDFhER1VmZuUX4bOdZ7DubAQBo7WyJpUP80MTGRMuVUX3BoEVERHVSZPJdTNuWiHs5hdDXk2DSyx54p0tT6Eu5shHVHAYtIiKqU/KKSjB37wX8HJMGAHCzM8U3Q/3QshEXIaWax6BFRER1RlxaJiZHJCD1fi4AYHTHJpjeqzkMDfjF0KQdDFpERFTrFStVWPF7ClZFpkCpEmhoYYhFg3zRyd1G26VRPcegRUREtVrK3UeYHBGPxJsKAEB/P0d80a8lLIwNtFwZEYMWERHVUiqVwI9/Xce8fRdQWKKChZEBvgptib6+jtoujUiNQYuIiGqdDEUBpm5LwPHL9wEAnd1tsGiQLxwsuPgo6RYGLSIiqlV+S0jHjJ1JUOQXw9BAD5++0gJvtHfh4qOkkxi0iIioVlDkFWPmriTsTkgHAPg2tsDSoX5oZmuq5cqIno1Bi4iIdN6fl+9jytYEZGQXQKonwftBbni/uxsMuPgo6TgGLSIi0lkFxUos2H8RG05eAwC42phg6RBfvOTcQLuFEZURgxYREemkszcVmLglDlfuPV589PX2zvj0lRYwlvGli2qPSv20FhcXIyMjA3l5ebC1tYWVlVVV1UVERPVUiVKFNX9cwTdHLqNEJWBrJsfCQa0Q5Gmn7dKIyq3cQSsnJwc//fQTNm/ejL///htFRUUQQkAikaBx48bo2bMn3n77bbRt27Y66iUiojrs2v1cTIqIR1xaFgDgFR8HzA31QQMTmXYLI6qgcgWtpUuXYu7cuWjWrBn69u2LTz/9FI6OjjAyMsLDhw+RlJSE48ePo2fPnggICMCKFSvg7u5eXbUTEVEdIYTApr/T8NWeC8gvVsJMro8vQr0R6teIyzZQrSYRQoiyNh4+fDhmzJgBb2/v57YrLCxEeHg4ZDIZxowZU+ki66rs7GxYWFhAoVDA3Nxc2+UQEWnF3ZwCTN+WiMjkewCAwKbWWDzEF40sjbRcGdHTlef1u1xBi6oWgxYR1XcHkm4jbPtZZOYVQ6avh2khnhjT0RV6eryLRbqrPK/f/OgGERHVuOyCYszZfR6/nrkJAPBqaI5vhvnBw95My5URVa0KB63Jkyc/dbtEIoGhoSHc3NzQv39/fhKRiIg0/HX1AT6OSMCtrHzoSYDxXZthYrAHZPpcfJTqngq/dRgUFIQzZ85AqVTC09MTAHDp0iVIpVI0b94cycnJkEgk+PPPP+Hl5VWlRdcVfOuQiOqTwhIllhy6hO+OX4UQgLOVMZYO8UWbJvyDnGqX8rx+V/jPh/79+yM4OBjp6emIjY1FbGwsbt68iZdffhnDhw/HrVu30KVLF0yaNKmipyAiojriwu1s9F95AuuOPQ5Zw9o6Yd9HnRmyqM6r8B2tRo0a4fDhw6XuVp07dw49e/bErVu3cObMGfTs2RP379+vkmLrGt7RIqK6TqkS+O74VSw5lIxipYCNqQzzB7bCy1722i6NqMJqZDK8QqHA3bt3SwWte/fuITs7GwBgaWmJoqKiip6CiIhqsRsP8/BxRAL+vvYQAPCylz3mD/SBjalcy5UR1ZwKB63+/ftjzJgxWLJkiXoV+FOnTmHKlCkIDQ0FAPz999/w8PCokkKJiKh2EEJga+xNzNl9DrlFSpjIpJjV1xuD2zTm4qNU71Q4aK1duxaTJk3CsGHDUFJS8rgzfX2MGjUKS5cuBQA0b94c33//fdVUSkREOu/+o0KEbT+Lw+fvAADaNmmApUP84GRlrOXKiLSj0guWPnr0CFevXgUANG3aFKamplVSWH3AOVpEVJccOX8Hn2xPxP1HRTCQSvBxT0+81bkppFx8lOqYGvnU4S+//AIAMDU1RatWrdCqVSt1yJo6dWpFuyUiolomt7AEYdsTMe5/p3H/URE87c2w671OGN+1GUMW1XsVDloTJkzA/v37S22fNGkSfvrpp0oVRUREtUPs9Yfovfw4fvn7BiQS4O0uTbHr/Y7wcuRdeiKgEnO0fv75ZwwfPhx79uxBp06dAAAffPABtm/fjsjIyCorkIiIdE9RiQrLj17C6qgrUAmgkaURFg/2RWAza22XRqRTKhy0+vTpg//+97/o168fDh8+jB9++AG7du1CZGQkP2lIRFSHXbqTg0lb4nEu/fFSPgNbN8Lsft4wNzTQcmVEuqdSXyo9YsQIZGVloWPHjrC1tcUff/wBNze3qqqNiIh0iEolEH7yGr4+cBFFJSo0MDbAvAE+6O3TUNulEemscgWtZ32RtK2tLVq3bo3//ve/6m1PlnggIqLa71ZWPqZuTcDJKw8AAEGetvj6tVawMzfUcmVEuq1ck+Hj4uKe+nBzc0N2drb6eXx8fIWKWb16NVq1agVzc3OYm5sjMDBQY8L9unXr0K1bN5ibm0MikSArK0vj+GvXrmHs2LFwdXWFkZERmjVrhlmzZmmsTn/t2jVIJJJSj7/++kujr61bt6J58+YwNDSEj48P9u3bp7FfCIHPP/8cDRs2hJGREYKDg3H58uUKjZuISFcJIbAj7iZ6fXMMJ688gJGBFHMHtMT6N9syZBGVQbnuaFX3JPfGjRtjwYIFcHd3hxACGzduRP/+/REXFwdvb2/k5eWhV69e6NWrF8LCwkodf/HiRahUKqxduxZubm5ISkrCW2+9hdzcXCxevFij7ZEjR+Dt7a1+bm39fxM4T548ieHDh2P+/Pl49dVXsWnTJoSGhuLMmTNo2bIlAGDhwoX49ttvsXHjRri6umLmzJkICQnB+fPnYWjIXz5EVPtl5hZhxs4k7D17GwDwkrMllg7xg6uNiZYrI6o9Kr1gaXWzsrLCokWLMHbsWPW2qKgoBAUFITMzE5aWls89ftGiRVi9erV6UdVr167B1dUVcXFx8PPze+oxQ4cORW5uLvbs2aPe1r59e/j5+WHNmjUQQsDR0REff/wxpkyZAuDxdz/a29tjw4YNGDZsWJnGxgVLiUhX/XHpHqZuTcDdnELo60nwUQ93TOjWDPrSCq8KRFRnVNuCpWlpaeUq5NatW+Vq/09KpRKbN29Gbm4uAgMDK9yPQqGAlZVVqe39+vWDnZ0dOnXqhN27d2vsi46ORnBwsMa2kJAQREdHAwBSU1ORkZGh0cbCwgIBAQHqNkREtVF+kRKf70rCqPV/425OIZrZmmD7ux3wQQ93hiyiCijX/zVt27bFO++8g1OnTj2zjUKhwHfffYeWLVvi119/LXdBZ8+ehampKeRyOcaPH48dO3bAy8ur3P0AQEpKClasWIF33nlHvc3U1BRLlizB1q1bsXfvXnTq1AmhoaEaYSsjIwP29vYafdnb2yMjI0O9/8m2Z7V5msLCQmRnZ2s8iIh0RfyNLPT59jj+F30dAPBmhybY+2FntGpsqd3CiGqxcs3ROn/+PObOnYuXX34ZhoaG8Pf3h6OjIwwNDZGZmYnz58/j3LlzaN26NRYuXIhXXnml3AV5enoiPj4eCoUC27Ztw6hRo/DHH3+UO2zdunULvXr1wuDBg/HWW2+pt9vY2Gh8erJt27ZIT0/HokWL0K9fv3LXWx7z58/HnDlzqvUcRETlVaxUYeXvKVgZmQKlSsDB3BCLBrdCZ3dbbZdGVOuV646WtbU1li5ditu3b2PlypVwd3fH/fv31Z+2+89//oPY2FhER0dXKGQBgEwmg5ubG/z9/TF//nz4+vpi+fLl5eojPT0dQUFB6NChA9atW/fC9gEBAUhJSVE/d3BwwJ07dzTa3LlzBw4ODur9T7Y9q83ThIWFQaFQqB83btwo85iIiKrDlXuPMGj1SSw/ehlKlUA/X0ccnNiFIYuoilRowVIjIyMMGjQIgwYNqup6SlGpVCgsLCxz+1u3biEoKAj+/v4IDw+Hnt6Ls2R8fDwaNvy/BfcCAwNx9OhRTJw4Ub3t8OHD6rlirq6ucHBwwNGjR9UT6rOzsxETE4MJEyY88zxyuRxyubzMYyEiqi5CCPz413XM23cBBcUqmBvq46sBPujn66jt0ojqlEqtDF/VwsLC0Lt3bzg7OyMnJwebNm1CVFQUDh48CODx3KiMjAz13aezZ8/CzMwMzs7OsLKywq1bt9CtWze4uLhg8eLFuHfvnrrvJ3eaNm7cCJlMhpdeegkAsH37dqxfvx7ff/+9uu1HH32Erl27YsmSJejTpw82b96M06dPq++OSSQSTJw4EV999RXc3d3Vyzs4OjoiNDS0Ji4VEVGF3ckuwNRtiTh26fHvyM7uNlg4qBUaWhhpuTKiOkjokDFjxggXFxchk8mEra2t6NGjhzh06JB6/6xZswSAUo/w8HAhhBDh4eFP3f/PYW7YsEG0aNFCGBsbC3Nzc9GuXTuxdevWUrVEREQIDw8PIZPJhLe3t9i7d6/GfpVKJWbOnCns7e2FXC4XPXr0EMnJyeUar0KhEACEQqEo13FERBW1JyFdtJp9ULhM3yM8Ptsnwv+8KpRKlbbLIqpVyvP6rfPraNVlXEeLiGqKIr8Ys3YlYWd8OgDAp5EFlg31hZudmZYrI6p9yvP6rVNvHRIRUdU7mXIfU7YmIF1RAD0J8H6QGz7o4Q4DrotFVO0YtIiI6qiCYiUWHkjG+hOpAIAm1sZYOtQPrZ0baLkyovqjXEHrn+tPvcjSpUvLXQwREVWNpFsKTNoSj8t3HwEA/hPgjM/6tICxjH9fE9Wkcv0fFxcXp/H8zJkzKCkpgaenJwDg0qVLkEql8Pf3r7oKiYiozJQqgTV/XMGyw5dQohKwNZNj4WutENTcTtulEdVL5QpakZGR6n9funQpzMzMsHHjRjRo8Pg2dGZmJkaPHo3OnTtXbZVERPRC1x/kYnJEAmKvZwIAenk7YN5AH1iZyLRcGVH9VeFPHTZq1AiHDh2Ct7e3xvakpCT07NkT6enpVVJgXcZPHRJRVRBCYPOpG/hyz3nkFSlhKtfHnH7eGNi6ESQSibbLI6pzauRTh9nZ2RoLgj5x79495OTkVLRbIiIqh3s5hfjk10QcvXgXABDgaoUlQ3zRuIGxlisjIqASQWvAgAEYPXo0lixZgnbt2gEAYmJiMHXqVAwcOLDKCiQioqc7eC4DYdvP4mFuEWRSPUwN8cTYTq7Q0+NdLCJdUeGgtWbNGkyZMgUjRoxAcXHx48709TF27FgsWrSoygokIiJNOQXF+OK389gaexMA0NzBDN8M80NzB05BINI1lV4ZPjc3F1euXAEANGvWDCYmJlVSWH3AOVpEVF5/pz7E5Ih43MzMh0QCvNOlGSa97A65vlTbpRHVGzW2Mvzx48exdu1aXL16FVu3boWJiQl+/PFHuLq6olOnTpXpmoiI/qGwRImlhy9h3bGrEAJo3MAIS4f4oZ2rlbZLI6LnqPD3L/z6668ICQmBkZERzpw5g8LCQgCAQqHAvHnzqqxAIqL67mJGNvqvPIG1fzwOWUPaNMb+jzozZBHVAhUOWl999RXWrFmD7777DgYGBurtHTt2xJkzZ6qkOCKi+kypElh37Ar6rTiBixk5sDaRYd0b/lg4yBdmhgYv7oCItK7Cbx0mJyejS5cupbZbWFggKyurMjUREdV7NzPz8HFEAmJSHwIAejS3w4LXWsHWTK7lyoioPCoctBwcHJCSkoImTZpobP/zzz/RtGnTytZFRFQvCSGw/cwtzN59DjmFJTCWSfH5q14Y2taJi48S1UIVDlpvvfUWPvroI6xfvx4SiQTp6emIjo7GlClTMHPmzKqskYioXniYW4RPt5/FgXMZAAB/lwZYOsQXLtb8NDdRbVXhoPXJJ59ApVKhR48eyMvLQ5cuXSCXyzFlyhR88MEHVVkjEVGdF3nxLqZuS8T9R4XQ15Ng0sseGN+1GaRcfJSoVqv0OlpFRUVISUnBo0eP4OXlBVNT06qqrc7jOlpElFtYgrn7LmBTTBoAwN3OFMuG+qFlIwstV0ZEz1Jj62gBgEwmg5eXV2W7ISKqd86kZWLylnhce5AHABjT0RXTennC0ICLjxLVFRUOWvPnz4e9vT3GjBmjsX39+vW4d+8epk+fXuniiIjqomKlCiuOXsbKyBSoBNDQwhCLB/uio5uNtksjoipW4XW01q5di+bNm5fa7u3tjTVr1lSqKCKiuirlbg4G/vckvv39ccga8FIjHJjYhSGLqI6q8B2tjIwMNGzYsNR2W1tb3L59u1JFERHVNSqVwMboa1iw/yIKS1SwMDLA3AEt8WorR22XRkTVqMJBy8nJCSdOnICrq6vG9hMnTsDRkb84iIieuK3Ix9Stifgz5T4AoLO7DRYP9oW9uaGWKyOi6lapdbQmTpyI4uJidO/eHQBw9OhRTJs2DR9//HGVFUhEVJvtTkjHjB1nkV1QAkMDPXz6Sgu80d6Fi48S1RMVDlpTp07FgwcP8O6776KoqAgAYGhoiOnTpyMsLKzKCiQiqo0UecWYsSsJvyWkAwB8G1tg6VA/NLPlEjhE9Uml19F69OgRLly4ACMjI7i7u0Mu5/dwlRXX0SKqm45fvoepWxORkV0AqZ4EH3R3w3tBbjCQVvjzR0SkQ2p0HS1TU1O0bdu2st0QEdV6BcVKLNh/ERtOXgMANLUxwdKhfvBzstRqXUSkPRUOWl988cVz93/++ecV7ZqIqNY5e1OBiVvicOVeLgBgZKALwnq3gJGMi48S1WcVDlo7duzQeF5cXIzU1FTo6+ujWbNmDFpEVC+UKFVYHXUFy49eRolKwM5MjoWDWqGbp522SyMiHVDhoBUXF1dqW3Z2Nt58800MGDCgUkUREdUGqfdzMTkiHnFpWQCAPj4N8VVoSzQwkWm3MCLSGZWeDP9vZ8+eRd++fXHt2rWq7LZO4mR4otpJCIFNf6fhqz0XkF+shJmhPr7s3xL9/Ry5bANRPVCjk+H/TaFQQKFQVHW3REQ64W5OAaZvS0Rk8j0AQGBTaywe4otGlkZaroyIdFGFg9a3336r8VwIgdu3b+PHH39E7969K10YEZGuOZB0G2HbzyIzrxgyfT1MC/HEmI6u0NPjXSwieroKB61ly5ZpPNfT04OtrS1GjRrFBUuJqE7JLijGnN3n8euZmwAAr4bm+GaYHzzszbRcGRHpugoHrdTU1Kqsg4hIJ/119QE+jkjArax86EmA8V2bYWKwB2T6XHyUiF6syudoERHVBYUlSiw5dAnfHb8KIQBnK2MsHeKLNk2stF0aEdUi5QpakydPLnPbpUuXlrsYIiJdcOF2NiZticfFjBwAwLC2TpjxqhdM5fzblIjKp1y/Nf69dtaZM2dQUlICT09PAMClS5cglUrh7+9fdRUSEdUQpUrgu+NXseRQMoqVAjamMswf2Aove9lruzQiqqXKFbQiIyPV/7506VKYmZlh48aNaNCgAQAgMzMTo0ePRufOnau2SiKianbjYR4+jkjA39ceAgCCW9hjwWs+sDGVa7kyIqrNKrxgaaNGjXDo0CF4e3trbE9KSkLPnj2Rnp5eJQXWZVywlEj7hBDYFnsTc347j0eFJTCRSTGrrzcGt2nMxUeJ6KlqZMHS7Oxs3Lt3r9T2e/fuIScnp6LdEhHVmAePChG2/SwOnb8DAGjbpAGWDPaDs7WxlisjorqiwkFrwIABGD16NJYsWYJ27doBAGJiYjB16lQMHDiwygokIqoORy/cwfRfE3H/UREMpBJMftkTb3dpCikXHyWiKlThoLVmzRpMmTIFI0aMQHFxMYQQMDAwwNixY7Fo0aKqrJGIqMrkFpbgq70X8MvfaQAAD3tTLBvqB29HCy1XRkR1UaW/VDo3NxdXrlwBADRr1gwmJiZVUlh9wDlaRDUr9vpDTI5IwPUHeZBIgLEdXTElxBOGBlJtl0ZEtUiNfal0VlYWfvjhB1y4cAEA4O3tjTFjxsDCgn8ZEpHuKCpRYfnRS1gddQUqAThaGGLxEF90aGaj7dKIqI6r8B2t06dPIyQkBEZGRuo5WqdOnUJ+fj4OHTqE1q1bV2mhdRHvaBFVv8t3cjBxSzzOpWcDAAa+1Aiz+3vD3NBAy5URUW1VntfvCgetzp07w83NDd999x309R/fGCspKcG4ceNw9epVHDt2rCLd1isMWkTVR6US2HDyGhYcuIiiEhUsjQ0wb4APXvFpqO3SiKiWq5GgZWRkhLi4ODRv3lxj+/nz59GmTRvk5eVVpNt6hUGLqHqkZ+Vj6rYEnEh5AADo6mGLRYNawc7cUMuVEVFdUCNztMzNzZGWllYqaN24cQNmZmYV7ZaIqFJ2xd/CjJ1JyCkogZGBFJ/1aYH/BDhz8VEi0ooKB62hQ4di7NixWLx4MTp06AAAOHHiBKZOnYrhw4dXWYFERGWRlVeEGTuTsCfxNgDA18kSy4b4oqmtqZYrI6L6rMJBa/HixZBIJBg5ciRKSkoAAAYGBpgwYQIWLFhQZQUSEb3IsUv3MHVbAu5kF0KqJ8GH3d3xXlAz6Ev1tF0aEdVzlV5HKy8vT2MdLWNjfnVFWXGOFlHl5BcpsWD/BWyMvg4AaGpjgmVD/eDrZKndwoioTqv2OVrFxcXo1asX1qxZA3d3d/j4+FSoUCKiikq8mYWJW+Jx9V4uAGBUoAs+6d0CRjIuPkpEuqNCQcvAwACJiYlVXQsR0QuVKFX4b9QVfHv0MkpUAnZmciwa7IuuHrbaLo2IqJQKT2B4/fXX8cMPP1RlLUREz5V6PxeD1kRj6eFLKFEJ9PFpiEOTujBkEZHOqvBk+JKSEqxfvx5HjhyBv79/qe84XLp0aaWLIyICACEEfo5Jw9y9F5BfrISZoT6+7N8S/f0cuWwDEem0CgetpKQk9dfsXLp0SWMff/ERUVW5m12Aab8mIir5HgCgQzNrLB7sC0dLIy1XRkT0YhUOWpGRkVVZBxFRKfvP3sanO84iM68YMn09TO/VHKM7NIGeHv+YI6LaodxBS6VSYdGiRdi9ezeKiorQo0cPzJo1C0ZG/OuSiKpGdkExZu8+h+1nbgEAvBqa45thfvCw57dOEFHtUu6gNXfuXMyePRvBwcEwMjLC8uXLcffuXaxfv7466iOieuavqw/wcUQCbmXlQ08CjO/aDBODPSDT5+KjRFT7lHvBUnd3d0yZMgXvvPMOAODIkSPo06cP8vPzoafHX4TlwQVLif5PQbESSw9fwnfHr0IIwNnKGEuH+KJNEyttl0ZEpKFaFyxNS0vDK6+8on4eHBwMiUSC9PR0NG7cuPzVElG9d+F2NiZticfFjBwAwLC2TpjxqhdM5RWeRkpEpBPKfQuqpKQEhoaGGtsMDAxQXFxc6WJWr16NVq1awdzcHObm5ggMDMT+/fvV+9etW4du3brB3NwcEokEWVlZGsdfu3YNY8eOhaurK4yMjNCsWTPMmjULRUVFGu0SExPRuXNnGBoawsnJCQsXLixVy9atW9G8eXMYGhrCx8cH+/bt09gvhMDnn3+Ohg0bwsjICMHBwbh8+XKlrwFRfaJUCaz54wr6rfwTFzNyYG0iw3cj22DBa60YsoioTij3bzIhBN58803I5XL1toKCAowfP15jLa3t27eXu5jGjRtjwYIFcHd3hxACGzduRP/+/REXFwdvb2/k5eWhV69e6NWrF8LCwkodf/HiRahUKqxduxZubm5ISkrCW2+9hdzcXCxevBjA49t9PXv2RHBwMNasWYOzZ89izJgxsLS0xNtvvw0AOHnyJIYPH4758+fj1VdfxaZNmxAaGoozZ86gZcuWAICFCxfi22+/xcaNG+Hq6oqZM2ciJCQE58+fLxVEiai0Gw/z8HFEAv6+9hAAENzCHgte84GNqfwFRxIR1R7lnqM1evToMrULDw+vUEH/ZmVlhUWLFmHs2LHqbVFRUQgKCkJmZiYsLS2fe/yiRYuwevVqXL16FcDju2afffYZMjIyIJPJAACffPIJdu7ciYsXLwIAhg4ditzcXOzZs0fdT/v27eHn54c1a9ZACAFHR0d8/PHHmDJlCgBAoVDA3t4eGzZswLBhw8o0Ns7RovpICIFtsTcx57fzeFRYAhOZFLP6emNwm8Zcg4+IaoVqnaNVVQHqRZRKJbZu3Yrc3FwEBgZWuB+FQgErq/+bTBsdHY0uXbqoQxYAhISE4Ouvv0ZmZiYaNGiA6OhoTJ48WaOfkJAQ7Ny5EwCQmpqKjIwMBAcHq/dbWFggICAA0dHRzwxahYWFKCwsVD/Pzs6u8LiIaqMHjwoRtv0sDp2/AwBo49IAS4f4wdnaWMuVERFVD52bBHH27FkEBgaioKAApqam2LFjB7y8vCrUV0pKClasWKF+2xAAMjIy4OrqqtHO3t5eva9BgwbIyMhQb/tnm4yMDHW7fx73tDZPM3/+fMyZM6dCYyGq7X6/eAfTtp3F/UeFMJBKMOllD7zTpRmkXHyUiOownVuPwdPTE/Hx8YiJicGECRMwatQonD9/vtz93Lp1C7169cLgwYPx1ltvVUOl5RcWFgaFQqF+3LhxQ9slEVW73MIShG0/izEbTuP+o0J42Jti53sd8W43N4YsIqrzdO6Olkwmg5ubGwDA398fp06dwvLly7F27doy95Geno6goCB06NAB69at09jn4OCAO3fuaGx78tzBweG5bf65/8m2hg0barTx8/N7Zl1yuVzjQwREdV3s9UxMjojH9Qd5AIBxnVwxJcQThgZSLVdGRFQzdO6O1r+pVCqNeU0vcuvWLXTr1g3+/v4IDw8vtYhqYGAgjh07prEcxeHDh+Hp6YkGDRqo2xw9elTjuMOHD6vnirm6usLBwUGjTXZ2NmJiYio1n4yorigqUWHxwWQMXnMS1x/kwdHCEJvGBWDGq14MWURUr+jUHa2wsDD07t0bzs7OyMnJwaZNmxAVFYWDBw8CeDw3KiMjAykpKQAez+cyMzODs7MzrKys1CHLxcUFixcvxr1799R9P7kLNWLECMyZMwdjx47F9OnTkZSUhOXLl2PZsmXqth999BG6du2KJUuWoE+fPti8eTNOnz6tvjsmkUgwceJEfPXVV3B3d1cv7+Do6IjQ0NAaulpEuunynRxMiohH0q3HH/YY8FIjzO7nDQsjAy1XRkSkBaIK5OXliZs3b5banpSUVK5+xowZI1xcXIRMJhO2traiR48e4tChQ+r9s2bNEgBKPcLDw4UQQoSHhz91/7+HmZCQIDp16iTkcrlo1KiRWLBgQalaIiIihIeHh5DJZMLb21vs3btXY79KpRIzZ84U9vb2Qi6Xix49eojk5ORyjVehUAgAQqFQlOs4Il2kVKrE+j+vCo/P9gmX6XuE75yDYk9CurbLIiKqcuV5/S73Olr/tm3bNkycOBE2NjZQqVT47rvvEBAQAABo3bo1zpw5U5nu6zSuo0V1xW1FPqZsTcCJlAcAgC4etlg0qBXszbl4LxHVPdW6jta/ffXVV4iNjYW9vT1iY2MxatQofPrppxgxYgQqmeGIqBbYFX8LM3cmIbugBIYGevjslRZ4vb0LFx8lIkIVBK3i4mL1elL+/v44duwYBgwYgJSUFP6iJarDsvKKMHPXOfyWkA4A8G1sgaVD/dDM1lTLlRER6Y5Kf+rQzs4OiYmJ6udWVlY4fPgwLly4oLGdiOqO45fvIeSbY/gtIR1SPQkmBrtj24QODFlERP9S6TlaN2/ehL6+vvpTff904sQJdOzYsTLd12mco0W1TX6REl8fuIgNJ68BAJramGDpUD/4OVlqtS4ioppUrXO0zMzM8NJLL8Hf3x+tW7dG69atn/kVOQxZRHVH4s0sTNoSjyv3cgEAIwNdENa7BYxkXBeLiOhZyh20vv76a8TGxuL333/HypUroVKpYGRkhFatWmmEL19f3+qol4hqWIlShf9GXcG3Ry+jRCVgZybHwkGt0M3TTtulERHpvEq9dZifnw8TExNMnz4dDx8+xJkzZ5CUlISioiIolcqqrLNO4luHpOtS7+di0pZ4xN/IAgD08WmIr0JbooGJTLuFERFpUY0t72BkZAQAGD58OFq1agUAKCkpqdCXQBOR7hBCYNPfafhqzwXkFythZqiPL/u3RH8/R36amIioHKr8K3j09fXVoYuIap+7OQWYvi0RkcmPv8IqsKk1Fg/xRSNLIy1XRkRU++jUdx0SkXYdOpeB6b8mIjOvGDJ9PUwL8cSYjq7Q0+NdLCKiiih30Bo3bhz8/f3Rpk0b9Z0rvpVAVPtFXryLd36KhRCAV0NzfDPMDx72Ztoui4ioVit30Lp8+TK2bt2KnJwc6Os/PnzOnDno1q0bWrduDT8/PxgbG1d5oURUfVLu5uDDX+IgBDCwdSMsGNgKMv1Kr2dMRFTvVfhTh5cvX0ZsbCzOnDmjfmRlZUEqlcLDwwPnzp2r6lrrHH7qkHSBIq8Y/Vf9iWsP8tCuiRV+GhfAkEVE9Bw18qlDd3d3uLu7Y9iwYeptqampOH36NOLi4iraLRHVoBKlCu//cgbXHuShkaURVr/emiGLiKgKVelkeFdXV7i6umLw4MFV2S0RVZP5+y/i+OX7MDKQ4ruRbWBtKtd2SUREdQr/dCWqpyJO38APf6YCAJYO8YWXI9++JiKqagxaRPVQ7PWHmLEjCQDwUQ939PZpqOWKiIjqJgYtonomPSsf7/x4BkVKFXp5O+CjHu7aLomIqM5i0CKqR/KLlHj7x9O4/6gQzR3MsGSILxcjJSKqRgxaRPWEEAJTtyUg6VY2rExk+G5kG5jI+eUQRETViUGLqJ74b9QV7Em8DX09CVb/pzWcrLiwMBFRdWPQIqoHDp+/g8WHkgEAc/p7I6CptZYrIiKqHxi0iOq4S3dyMHHz46/XeaO9C/4T4KLtkoiI6g0GLaI6LDO3COM2nkZukRLtm1rh875e2i6JiKheYdAiqqOKlSq8+/MZpD3Mg5OVEf77H38YSPm/PBFRTeJvXaI66qs95xF99QFMZFJ8P7ItrExk2i6JiKjeYdAiqoN++TsNG6OvAwCWDfWDp4OZlisiIqqfGLSI6pi/Ux/i812Pv17n45c90NPbQcsVERHVXwxaRHXIzcw8TPgpFsVKgT4+DfF+dzdtl0REVK8xaBHVEXlFJXjrf7F4kFsEb0dzLBrcChIJv16HiEibGLSI6gCVSuDjiARcuJ0NG1MZ1o1sA2MZv16HiEjbGLSI6oAVv6dgf1IGDKQSrHndH40sjbRdEhERgUGLqNY7kHQby45cAgDMDfVBmyZWWq6IiIieYNAiqsUu3M7GpC0JAIDRHZtgSFsnLVdERET/xKBFVEs9eFSIcRtPI79YiU5uNvjslRbaLomIiP6FQYuoFioqUWHCz2dwKysfLtbGWDniJejz63WIiHQOfzMT1UJzfjuHv1MfwlSuj+9HtoGlMb9eh4hIFzFoEdUyP/51HT/HpEEiAZYP84O7Pb9eh4hIVzFoEdUiJ1LuY87ucwCAaSHN0aOFvZYrIiKi5+GKhkS1QIlShf9GXcG3Ry+jRCXQ388R47s21XZZRET0AgxaRDou9X4uJm2JR/yNLABAH5+G+Po1fr0OEVFtwKBFpKOEEPg5Jg1z915AfrESZob6+LJ/S/T3c2TIIiKqJRi0iHTQ3ewCTPs1EVHJ9wAAHZpZY/FgXzjyq3WIiGoVBi0iHbPv7G18tuMsMvOKIdPXw/RezTG6QxPo6fEuFhFRbcOgRaQjsguKMXvXOWyPuwUA8HY0x7KhfvDg8g1ERLUWgxaRDjh55T6mRCQgXVEAPQnwbjc3fNjDHTJ9rsBCRFSbMWgRaVFBsRKLDibjhz9TAQAu1sZYOsQX/i5WWq6MiIiqAoMWkZYk3VJgckQ8Lt15BAAY3s4ZM/q0gImc/1sSEdUV/I1OVMOUKoE1f1zBN0cuoVgpYGMqx9ev+XCVdyKiOohBi6gGpT3Iw+SIeJy+ngkACPG2x7wBPrA2lWu5MiIiqg4MWkQ1QAiBLadu4Is955FXpISpXB+z+3njtdaNuPgoEVEdxqBFVM3u5RQibHsijly4CwBo52qFJYN94WRlrOXKiIioujFoEVWjg+cy8On2s3iQWwSZVA9TQjwwtlNTSLn4KBFRvcCgRVQNcgqK8eWe84g4fRMA0NzBDN8M80NzB3MtV0ZERDWJQYuoiv2d+hCTI+JxMzMfEgnwTpdmmPSyO+T6Um2XRkRENYxBi6iKFJYosfTwJaw7dhVCAI0bGGHpED+0c+Xio0RE9RWDFlEVuJiRjYmb43ExIwcAMNi/MT7v6wUzQwMtV0ZERNrEoEVUCUqVwA9/XsXig5dQpFTB2kSG+QN90NPbQdulERGRDmDQIqqgm5l5+DgiATGpDwEAwS3sMH9gK9iacfFRIiJ6jEGLqJyEEPj1zC3M3n0OjwpLYCyT4vNXvTC0rRMXHyUiIg0MWkTl8DC3CJ9uP4sD5zIAAP4uDbB0iC9crE20XBkREekiBi2iMvr94h1M23YW9x8VQl9Pgkkve2B812ZcfJSIiJ5JT9sF/NPq1avRqlUrmJubw9zcHIGBgdi/f796/7p169CtWzeYm5tDIpEgKyurVB9z585Fhw4dYGxsDEtLy6eeRyKRlHps3rxZo01UVBRat24NuVwONzc3bNiwoVQ/q1atQpMmTWBoaIiAgAD8/ffflRk+6ajcwhJ8uuMsxmw4jfuPCuFuZ4qd73XEe0FuDFlERPRcOhW0GjdujAULFiA2NhanT59G9+7d0b9/f5w7dw4AkJeXh169euHTTz99Zh9FRUUYPHgwJkyY8NxzhYeH4/bt2+pHaGioel9qair69OmDoKAgxMfHY+LEiRg3bhwOHjyobrNlyxZMnjwZs2bNwpkzZ+Dr64uQkBDcvXu3cheBdMqZtEz0+fY4NsWkAQDGdnLFbx90QstGFlqujIiIagOJEEJou4jnsbKywqJFizB27Fj1tqioKAQFBSEzM/OZd602bNiAiRMnPvWul0QiwY4dOzTC1T9Nnz4de/fuRVJSknrbsGHDkJWVhQMHDgAAAgIC0LZtW6xcuRIAoFKp4OTkhA8++ACffPJJmcaWnZ0NCwsLKBQKmJvzq1l0SbFShW+PXsaqyBSoBOBoYYjFg33Rwc1G26UREZGWlef1W6fuaP2TUqnE5s2bkZubi8DAwCrv/7333oONjQ3atWuH9evX4595Mzo6GsHBwRrtQ0JCEB0dDeDxXbPY2FiNNnp6eggODla3eZrCwkJkZ2drPEj3pNzNwYD/nsCK3x+HrAEvNcL+iV0YsoiIqNx0bjL82bNnERgYiIKCApiammLHjh3w8vKq0nN88cUX6N69O4yNjXHo0CG8++67ePToET788EMAQEZGBuzt7TWOsbe3R3Z2NvLz85GZmQmlUvnUNhcvXnzmeefPn485c+ZU6Vio6qhUAhujr2HB/osoLFHB0tgAc0N90KdVQ22XRkREtZTOBS1PT0/Ex8dDoVBg27ZtGDVqFP74448qDVszZ85U//tLL72E3NxcLFq0SB20qktYWBgmT56sfp6dnQ0nJ6dqPSeVzW1FPqZsTcCJlAcAgC4etlg0qBXszQ21XBkREdVmOhe0ZDIZ3NzcAAD+/v44deoUli9fjrVr11bbOQMCAvDll1+isLAQcrkcDg4OuHPnjkabO3fuwNzcHEZGRpBKpZBKpU9t4+Dw7K9ekcvlkMu5ariu2RV/CzN3JiG7oASGBnr4rI8XXg9w5uKjRERUaTo7R+sJlUqFwsLCaj1HfHw8GjRooA5BgYGBOHr0qEabw4cPq+eKyWQy+Pv7a7RRqVQ4evRotcwno+qRlVeE9zedwUeb45FdUALfxhbY92FnvNHehSGLiIiqhE7d0QoLC0Pv3r3h7OyMnJwcbNq0CVFRUeplFTIyMpCRkYGUlBQAj+dzmZmZwdnZGVZWVgCAtLQ0PHz4EGlpaVAqlYiPjwcAuLm5wdTUFL/99hvu3LmD9u3bw9DQEIcPH8a8efMwZcoUdR3jx4/HypUrMW3aNIwZMwa///47IiIisHfvXnWbyZMnY9SoUWjTpg3atWuHb775Brm5uRg9enQNXS2qjOOX72HK1gTcyS6EVE+CD7q74b0gNxhIdf5vDyIiqk2EDhkzZoxwcXERMplM2Nraih49eohDhw6p98+aNUsAKPUIDw9Xtxk1atRT20RGRgohhNi/f7/w8/MTpqamwsTERPj6+oo1a9YIpVKpUUtkZKTw8/MTMplMNG3aVOMcT6xYsUI4OzsLmUwm2rVrJ/76669yjVehUAgAQqFQlOs4qri8whIxa1eScJm+R7hM3yOCFkWK+LRMbZdFRES1SHlev3V+Ha26jOto1azEm1mYuCUeV+/lAgBGBbrgk94tYCSTarkyIiKqTcrz+q1Tbx0SVYcSpQqrIq9gxe+XUaISsDOTY9FgX3T1sNV2aUREVMcxaFGddvXeI0yOSED8jSwAQJ9WDTE3tCUsjWXaLYyIiOoFBi2qk4QQ+CkmDfP2XkB+sRJmhvr4KrQl+vk68hOFRERUYxi0qM65m12Aab8mIir5HgCgo5s1Fg3yhaOlkZYrIyKi+oZBi+qUfWdv49MdZ5GVVwyZvh4+6dUcb3ZoAj093sUiIqKax6BFdUJ2QTFm7zqH7XG3AADejub4Zqgf3O3NtFwZERHVZwxaVOtFX3mAKVsTcCsrH3oS4N1ubviwhztk+lx8lIiItItBi2qtgmIlFh9Mxg8nUiEE4GJtjKVDfOHvYqXt0oiIiAAwaFEtdS5dgUlb4nHpziMAwPB2zpjRpwVM5PyRJiIi3cFXJapVlCqBtceuYNnhSyhWCtiYyvH1az7o0cJe26URERGVwqBFtUbagzxMjojH6euZAIAQb3vMG+ADa1O5lisjIiJ6OgYt0nlCCEScvoEvfjuP3CIlTOX6mN3PG6+1bsTFR4mISKcxaJFOu5dTiLDtiThy4S4AoF0TKywZ4gsnK2MtV0ZERPRiDFqksw6dy0DY9rN4kFsEmVQPH/f0wLjOTSHl4qNERFRLMGiRznlUWIIvfzuPLadvAACaO5hh2VA/tGhoruXKiIiIyodBi3TKqWsPMTkiHjce5kMiAd7u3BSTe3pAri/VdmlERETlxqBFOqGoRIVlRy5hzR9XIATQyNIIS4f4IqCptbZLIyIiqjAGLdK65IwcTNwSjwu3swEAg/wbY1ZfL5gZGmi5MiIiosph0CKtUakE1p9IxcIDyShSqmBlIsO8AT7o1dJB26URERFVCQYt0oqbmXmYsjUBf119CADo0dwO81/zgZ2ZoZYrIyIiqjoMWlSjhBDYfuYWZu8+h5zCEhjLpJj5qheGtXXi4qNERFTnMGhRjXmYW4TPdpzF/qQMAEBrZ0ssG+oHF2sTLVdGRERUPRi0qEZEJt/FtG2JuJdTCH09CSa97IF3ujSFvlRP26URERFVGwYtqlZ5RSWYu/cCfo5JAwC425li2VA/tGxkoeXKiIiIqh+DFlWbM2mZmLwlHtce5AEAxnR0xbRenjA04OKjRERUPzBoUZUrVqqw4uhlrIxMgUoADS0MsXiwLzq62Wi7NCIiohrFoEVVKuVuDiZtScDZWwoAQKifI+b0bwkLIy4+SkRE9Q+DFlUJlUpgY/Q1LNh/EYUlKlgYGWDugJZ4tZWjtksjIiLSGgYtqrTbinxM3ZqIP1PuAwA6u9tg0SBfOFhw8VEiIqrfGLSoUnYnpGPGjrPILiiBoYEePn2lBd5o78LFR4mIiMCgRRWkyCvGjF1J+C0hHQDg29gCS4f6oZmtqZYrIyIi0h0MWlRuxy/fw9SticjILoBUT4IPurvhvSA3GHDxUSIiIg0MWlRm+UVKfH3gIjacvAYAaGpjgqVD/eDnZKnVuoiIiHQVgxaVSeLNLEzaEo8r93IBAG+0d8Gnr7SAkYyLjxIRET0LgxY9V4lShf9GXcG3Ry+jRCVgZybHosG+6Ophq+3SiIiIdB6DFj1T6v1cTNoSj/gbWQCAPj4N8VVoSzQwkWm3MCIiolqCQYtKEUJg099p+GrPBeQXK2FmqI8v+7dEfz9HLttARERUDgxapOFudgGm/5qIyOR7AIAOzayxeLAvHC2NtFwZERFR7cOgRWr7z97GpzvOIjOvGDJ9PUzv1RyjOzSBnh7vYhEREVUEgxYhu6AYs3efw/YztwAA3o7mWDbUDx72ZlqujIiIqHZj0Krn/rr6AB9HJOBWVj70JMCEbs3wUQ8PyPS5+CgREVFlMWjVUwXFSiw9fAnfHb8KIQBnK2MsHeKLNk2stF0aERFRncGgVQ+dT8/GpC3xSL6TAwAY3s4Jn/XxgqmcPw5ERERVia+s9YhSJbDu2FUsPZyMYqWAjakMCwa2QrCXvbZLIyIiqpMYtOqJGw/zMDkiHqeuZQIAenrZY/5AH1ibyrVcGRERUd3FoFXHCSGwNfYm5uw+h9wiJUxkUszq543B/o25+CgREVE1Y9Cqw+4/KkTY9rM4fP4OAKBtkwZYOsQPTlbGWq6MiIiofmDQqqOOnL+DT7Yn4v6jIhhIJfi4pyfe6twUUi4+SkREVGMYtOqgrw9cxOqoKwAAT3szLBvqBy9Hcy1XRUREVP8waNVBbVwaQCIB3urcFJNf9oChgVTbJREREdVLDFp1UI8W9jg6uSua2ppquxQiIqJ6jd+zUkcxZBEREWkfgxYRERFRNWHQIiIiIqomDFpERERE1YRBi4iIiKiaMGgRERERVRMGLSIiIqJqwqBFREREVE0YtIiIiIiqCYMWERERUTXRqaC1evVqtGrVCubm5jA3N0dgYCD279+v3r9u3Tp069YN5ubmkEgkyMrKKtXH3Llz0aFDBxgbG8PS0vKp50lLS0OfPn1gbGwMOzs7TJ06FSUlJRptoqKi0Lp1a8jlcri5uWHDhg2l+lm1ahWaNGkCQ0NDBAQE4O+//67M8ImIiKiO0amg1bhxYyxYsACxsbE4ffo0unfvjv79++PcuXMAgLy8PPTq1QuffvrpM/soKirC4MGDMWHChKfuVyqV6NOnD4qKinDy5Els3LgRGzZswOeff65uk5qaij59+iAoKAjx8fGYOHEixo0bh4MHD6rbbNmyBZMnT8asWbNw5swZ+Pr6IiQkBHfv3q2iq0FERES1ntBxDRo0EN9//73GtsjISAFAZGZmPvO48PBwYWFhUWr7vn37hJ6ensjIyFBvW716tTA3NxeFhYVCCCGmTZsmvL29NY4bOnSoCAkJUT9v166deO+999TPlUqlcHR0FPPnzy/z2BQKhQAgFApFmY8hIiIi7SrP67dO3dH6J6VSic2bNyM3NxeBgYFV1m90dDR8fHxgb2+v3hYSEoLs7Gz1nbPo6GgEBwdrHBcSEoLo6GgAj++axcbGarTR09NDcHCwug0RERGRvrYL+LezZ88iMDAQBQUFMDU1xY4dO+Dl5VVl/WdkZGiELADq5xkZGc9tk52djfz8fGRmZkKpVD61zcWLF5957sLCQhQWFqqfKxQKAEB2dnbFB0REREQ16snrthDihW11Lmh5enoiPj4eCoUC27Ztw6hRo/DHH39UadjSlvnz52POnDmltjs5OWmhGiIiIqqMnJwcWFhYPLeNzgUtmUwGNzc3AIC/vz9OnTqF5cuXY+3atVXSv4ODQ6lPB965c0e978k/n2z7Zxtzc3MYGRlBKpVCKpU+tc2TPp4mLCwMkydPVj9XqVR4+PAhrK2tIZFIKjWuf8vOzoaTkxNu3LgBc3PzKu2b/g+vc83gda4ZvM41g9e5ZlTndRZCICcnB46Oji9sq3NB699UKpXG222VFRgYiLlz5+Lu3buws7MDABw+fBjm5ubqu2aBgYHYt2+fxnGHDx9WzxWTyWTw9/fH0aNHERoaqq7z6NGjeP/99595brlcDrlcrrHtWUtQVJUnS2VQ9eJ1rhm8zjWD17lm8DrXjOq6zi+6k/WETgWtsLAw9O7dG87OzsjJycGmTZsQFRWlXlYhIyMDGRkZSElJAfB4PpeZmRmcnZ1hZWUF4PEaWQ8fPkRaWhqUSiXi4+MBAG5ubjA1NUXPnj3h5eWFN954AwsXLkRGRgZmzJiB9957Tx2Cxo8fj5UrV2LatGkYM2YMfv/9d0RERGDv3r3qWidPnoxRo0ahTZs2aNeuHb755hvk5uZi9OjRNXjFiIiISKdV+2cgy2HMmDHCxcVFyGQyYWtrK3r06CEOHTqk3j9r1iwBoNQjPDxc3WbUqFFPbRMZGaluc+3aNdG7d29hZGQkbGxsxMcffyyKi4s1aomMjBR+fn5CJpOJpk2bapzjiRUrVghnZ2chk8lEu3btxF9//VXVl6TCuHREzeB1rhm8zjWD17lm8DrXDF25zhIhyjBlnmqdwsJCzJ8/H2FhYaXerqSqw+tcM3idawavc83gda4ZunKdGbSIiIiIqonOLlhKREREVNsxaBERERFVEwYtIiIiomrCoEVERERUTRi0dMyxY8fQt29fODo6QiKRYOfOnS88JioqCq1bt4ZcLoebmxs2bNhQqs2qVavQpEkTGBoaIiAgoNTq+AUFBXjvvfdgbW0NU1NTvPbaa6VWvq9rtHGtHz58iA8++ACenp4wMjKCs7MzPvzwQ/X3XtZF2vqZfkIIgd69e5f53LWVNq9zdHQ0unfvDhMTE5ibm6NLly7Iz8+vglHpHm1d54yMDLzxxhtwcHCAiYkJWrdujV9//bWKRqV7quM6l6VPIQQ+//xzNGzYEEZGRggODsbly5crNRYGLR2Tm5sLX19frFq1qkztU1NT0adPHwQFBSE+Ph4TJ07EuHHj1Iu8AsCWLVswefJkzJo1C2fOnIGvry9CQkJw9+5ddZtJkybht99+w9atW/HHH38gPT0dAwcOrPLx6RJtXOv09HSkp6dj8eLFSEpKwoYNG3DgwAGMHTu2WsaoC7T1M/3EN998U+VfcaWLtHWdo6Oj0atXL/Ts2RN///03Tp06hffffx96enXz5UVb13nkyJFITk7G7t27cfbsWQwcOBBDhgxBXFxclY9RF1THdS5LnwsXLsS3336LNWvWICYmBiYmJggJCUFBQUHFB6PNRbzo+QCIHTt2PLfNtGnThLe3t8a2oUOHipCQEPXzdu3aiffee0/9XKlUCkdHRzF//nwhhBBZWVnCwMBAbN26Vd3mwoULAoCIjo6ugpHovpq61k8TEREhZDJZqUVz66Kavs5xcXGiUaNG4vbt22U6d11Rk9c5ICBAzJgxo2oKr2Vq8jqbmJiI//3vfxr9WFlZie+++64SI6gdquo6v6hPlUolHBwcxKJFi9TbsrKyhFwuF7/88kuFahdCiLr5J0c9Eh0djeDgYI1tISEhiI6OBgAUFRUhNjZWo42enh6Cg4PVbWJjY1FcXKzRpnnz5nB2dla3oaq51k+jUChgbm4OfX2d+kYsramq65yXl4cRI0Zg1apVz/2y9/qqKq7z3bt3ERMTAzs7O3To0AH29vbo2rUr/vzzz5obiI6rqp/nDh06YMuWLXj48CFUKhU2b96MgoICdOvWrUbGoetedJ3LIjU1FRkZGRr9WFhYICAgoFKvhQxatVxGRgbs7e01ttnb2yM7Oxv5+fm4f/8+lErlU9tkZGSo+5DJZKW+4PqfbahqrvW/3b9/H19++SXefvvtaqu7tqmq6zxp0iR06NAB/fv3r5G6a5uquM5Xr14FAMyePRtvvfUWDhw4gNatW6NHjx6VntdSV1TVz3NERASKi4thbW0NuVyOd955Bzt27ICbm1uNjEPXveg6l7WPJ8f9u5/KvBbyT2giLcnOzkafPn3g5eWF2bNna7ucOmX37t34/fff6+z8FV2hUqkAAO+88w5Gjx4NAHjppZdw9OhRrF+/HvPnz9dmeXXKzJkzkZWVhSNHjsDGxgY7d+7EkCFDcPz4cfj4+Gi7PHoOBq1azsHBodSnA+/cuQNzc3MYGRlBKpVCKpU+tc2Tt1McHBxQVFSErKwsjbta/2xDVXOtn8jJyUGvXr1gZmaGHTt2wMDAoNrrry2q4jr//vvvuHLlSqm7tK+99ho6d+6MqKio6hxCrVAV17lhw4YAAC8vL402LVq0QFpaWjVWX3tUxXW+cuUKVq5ciaSkJHh7ewMAfH19cfz4caxatQpr1qypmcHosBdd57L28eS4Jz/bT577+flVuDa+dVjLBQYG4ujRoxrbDh8+jMDAQACATCaDv7+/RhuVSoWjR4+q2/j7+8PAwECjTXJyMtLS0tRtqGquNfD4TlbPnj0hk8mwe/duGBoa1swAaomquM6ffPIJEhMTER8fr34AwLJlyxAeHl4zA9FxVXGdmzRpAkdHRyQnJ2v0c+nSJbi4uFTzCGqHqrjOeXl5AFDqk5xSqVR9V7G+e9F1LgtXV1c4ODho9JOdnY2YmJjKvRZWeBo9VYucnBwRFxcn4uLiBACxdOlSERcXJ65fvy6EEOKTTz4Rb7zxhrr91atXhbGxsZg6daq4cOGCWLVqlZBKpeLAgQPqNps3bxZyuVxs2LBBnD9/Xrz99tvC0tJSZGRkqNuMHz9eODs7i99//12cPn1aBAYGisDAwJobuBZo41orFAoREBAgfHx8REpKirh9+7b6UVJSUrMXoIZo62f631DHP3Woreu8bNkyYW5uLrZu3SouX74sZsyYIQwNDUVKSkrNDb4GaeM6FxUVCTc3N9G5c2cRExMjUlJSxOLFi4VEIhF79+6t2QtQQ6rjOr+oTyGEWLBggbC0tBS7du0SiYmJon///sLV1VXk5+dXeCwMWjomMjJSACj1GDVqlBBCiFGjRomuXbuWOsbPz0/IZDLRtGlTER4eXqrfFStWCGdnZyGTyUS7du3EX3/9pbE/Pz9fvPvuu6JBgwbC2NhYDBgwQNy+fbuaRqkbtHGtn3VOACI1NbX6BqtF2vqZ/re6HrS0eZ3nz58vGjduLIyNjUVgYKA4fvx4NYxQN2jrOl+6dEkMHDhQ2NnZCWNjY9GqVatSyz3UJdVxnV/UpxCPl3iYOXOmsLe3F3K5XPTo0UMkJydXaiwSIYSo+P0wIiIiInoWztEiIiIiqiYMWkRERETVhEGLiIiIqJowaBERERFVEwYtIiIiomrCoEVERERUTRi0iIiIiKoJgxYRkRZFRUVBIpEgKyurRs73xhtvYN68eTVyrifu378POzs73Lx5s0bPS6QLGLSIqNLu3buHCRMmwNnZGXK5HA4ODggJCcGJEyeqpP8333wToaGhVdJXRc8vkUggkUhgYGAAV1dXTJs2DQUFBeXqp1u3bpg4caLGtg4dOuD27duwsLCowoqfLiEhAfv27cOHH36oUZNEIsGCBQtKte/Tpw8kEglmz54N4PF3SDZv3lyjzcWLFyGRSPDmm29qbN+wYQPkcjny8/NhY2ODkSNHYtasWVU+JiJdx6BFRJX22muvIS4uDhs3bsSlS5ewe/dudOvWDQ8ePNB2aVWmV69euH37Nq5evYply5Zh7dq1VRIcZDIZHBwcIJFIqqDK51uxYgUGDx4MU1NTje1OTk7YsGGDxrZbt27h6NGjaNiwoXpbUFAQkpOTkZGRod4WGRkJJycnREVFaRwfGRmJ9u3bw8jICAAwevRo/Pzzz3j48GHVDopIxzFoEVGlZGVl4fjx4/j6668RFBQEFxcXtGvXDmFhYejXrx8AYMyYMXj11Vc1jisuLoadnR1++OEHAMC2bdvg4+MDIyMjWFtbIzg4GLm5uZg9ezY2btyIXbt2qe8qPXlRv3HjBoYMGQJLS0tYWVmhf//+uHbtmvocT+6EzZs3D/b29rC0tMQXX3yBkpISTJ06FVZWVmjcuDHCw8NfOM4nd+qcnJwQGhqK4OBgHD58WL3/wYMHGD58OBo1agRjY2P4+Pjgl19+0ajljz/+wPLly9XjuHbtWqm3Djds2ABLS0scPHgQLVq0gKmpqTrkPVFSUoIPP/wQlpaWsLa2xvTp0zFq1Kjn3vVTKpXYtm0b+vbtW2rfq6++ivv372vcgdy4cSN69uwJOzs79bZOnTrBwMBAI1RFRUXhvffew8OHDzWufVRUFIKCgtTPvb294ejoiB07djz3OhPVNQxaRFQppqamMDU1xc6dO1FYWPjUNuPGjcOBAwc0wsKePXuQl5eHoUOH4vbt2xg+fDjGjBmDCxcuICoqCgMHDoQQAlOmTMGQIUPUYeP27dvo0KEDiouLERISAjMzMxw/fhwnTpxQh5KioiL1eX7//Xekp6fj2LFjWLp0KWbNmoVXX30VDRo0QExMDMaPH4933nmnXPOHkpKScPLkSchkMvW2goIC+Pv7Y+/evUhKSsLbb7+NN954A3///TcAYPny5QgMDMRbb72lHoeTk9NT+8/Ly8PixYvx448/4tixY0hLS8OUKVPU+7/++mv8/PPPCA8Px4kTJ5CdnY2dO3c+t+bExEQoFAq0adOm1D6ZTIb//Oc/GoFzw4YNGDNmjEY7ExMTtG3bFpGRkeptUVFR6NGjBzp27KjefvXqVaSlpWkELQBo164djh8//tw6ieqcSn0lNRGREGLbtm2iQYMGwtDQUHTo0EGEhYWJhIQEjTZeXl7i66+/Vj/v27evePPNN4UQQsTGxgoA4tq1a0/tf9SoUaJ///4a23788Ufh6ekpVCqVelthYaEwMjISBw8eVB/n4uIilEqluo2np6fo3Lmz+nlJSYkwMTERv/zyyzPHN2rUKCGVSoWJiYmQy+UCgNDT0xPbtm177nXp06eP+Pjjj9XPu3btKj766CONNpGRkQKAyMzMFEIIER4eLgCIlJQUdZtVq1YJe3t79XN7e3uxaNEijTE4OzuXukb/tGPHDiGVSjWu1z9rio+PF2ZmZuLRo0fijz/+EHZ2dqK4uFj4+vqKWbNmqdt/9tlnwsPDQwghxLlz54S5ubkoKSkR8+bNEyNHjhRCCPHDDz8IQ0NDUVBQoHGuSZMmiW7duj37ghHVQbyjRUSV9tprryE9PR27d+9Gr169EBUVhdatW2vM+xk3bpz6jsmdO3ewf/9+9R0TX19f9OjRAz4+Phg8eDC+++47ZGZmPvecCQkJSElJgZmZmfqumpWVFQoKCnDlyhV1O29vb+jp/d+vOnt7e/j4+KifS6VSWFtb4+7du889X1BQEOLj4xETE4NRo0Zh9OjReO2119T7lUolvvzyS/j4+MDKygqmpqY4ePAg0tLSXnwB/8XY2BjNmjVTP2/YsKG6PoVCgTt37qBdu3YaY/D3939un/n5+ZDL5c+cC+br6wt3d3ds27YN69evxxtvvAF9ff1S7bp164ZLly7h9u3biIqKQqdOnSCVStG1a1f1W4pRUVHo0KED5HK5xrFGRkbIy8sr0zUgqisYtIioShgaGuLll1/GzJkzcfLkSbz55psak8VHjhyJq1evIjo6Gj/99BNcXV3RuXNnAI+DwuHDh7F//354eXlhxYoV8PT0RGpq6jPP9+jRI/j7+yM+Pl7jcenSJYwYMULdzsDAQOO4J58c/Pc2lUr13PGZmJjAzc0Nvr6+WL9+PWJiYtTzywBg0aJFWL58OaZPn47IyEjEx8cjJCRE423MsnpafUKIcvfzTzY2NsjLy3tuPWPGjMGqVauwbdu2Um8bPtGxY0fIZDJERkYiMjISXbt2BQC0bdsW9+/fx9WrVxEVFYXu3buXOvbhw4ewtbWt1DiIahsGLSKqFl5eXsjNzVU/t7a2RmhoKMLDw7FhwwaMHj1ao71EIkHHjh0xZ84cxMXFQSaTqSdOy2QyKJVKjfatW7fG5cuXYWdnBzc3N41HdS+VoKenh08//RQzZsxAfn4+AODEiRPo378/Xn/9dfj6+qJp06a4dOmSxnFPG0d5WVhYwN7eHqdOnVJvUyqVOHPmzHOP8/PzAwCcP3/+mW1GjBiBs2fPomXLlvDy8npqGyMjIwQEBCAqKgp//PEHunXrBuBxOGzfvj1++OEH3Lhxo9T8LODx3LaXXnrpBSMkqlsYtIioUh48eIDu3bvjp59+QmJiIlJTU7F161YsXLgQ/fv312g7btw4bNy4ERcuXMCoUaPU22NiYjBv3jycPn0aaWlp2L59O+7du4cWLVoAAJo0aYLExEQkJyfj/v37KC4uxn/+8x/Y2Nigf//+OH78OFJTUxEVFYUPP/ywRhbGHDx4MKRSKVatWgUAcHd3x+HDh3Hy5ElcuHAB77zzDu7cuaNxTJMmTRATE4Nr167h/v37L7yL9iwffPAB5s+fj127diE5ORkfffQRMjMzn7tEhK2tLVq3bo0///zzmW0aNGiA27dv4+jRo889f1BQEDZv3oyCggK0bt1avb1r165YsWKFetL8P+Xl5SE2NhY9e/Ys4yiJ6gYGLSKqFFNTUwQEBGDZsmXo0qULWrZsiZkzZ+Ktt97CypUrNdoGBwejYcOGCAkJgaOjo3q7ubk5jh07hldeeQUeHh6YMWMGlixZgt69ewMA3nrrLXh6eqJNmzawtbXFiRMnYGxsjGPHjsHZ2RkDBw5EixYtMHbsWBQUFMDc3Lzax62vr4/3338fCxcuRG5uLmbMmIHWrVsjJCQE3bp1g4ODQ6nlFqZMmQKpVAovLy/Y2tpWaP4WAEyfPh3Dhw/HyJEjERgYCFNTU4SEhMDQ0PC5x40bNw4///zzc9tYWlrCxMTkuW2CgoKQk5ODjh07aszj6tq1K3JyctTLQPzTrl274OzsrH67mKi+kIjKvvFPRFRGjx49QqNGjRAeHo6BAwdqu5w6Q6VSoUWLFhgyZAi+/PLLZ7bLz8+Hp6cntmzZgsDAwBqsEGjfvj0+/PBDjflzRPVB6Y+UEBFVMZVKhfv372PJkiWwtLRUL2RKFXP9+nUcOnQIXbt2RWFhIVauXInU1NQXhhgjIyP873//w/3792uo0sfu37+PgQMHYvjw4TV6XiJdwDtaRFTtrl27BldXVzRu3BgbNmxAjx49tF1SrXbjxg0MGzYMSUlJEEKgZcuWWLBgAbp06aLt0ojoXxi0iIiIiKoJJ8MTERERVRMGLSIiIqJqwqBFREREVE0YtIiIiIiqCYMWERERUTVh0CIiIiKqJgxaRERERNWEQYuIiIiomjBoEREREVWT/wdjJLNSsfXoBAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = plt.subplot()\n", - "ax.plot(system_ratings, h2_results_opt)\n", - "ax.set_title(\"$H_2$ Production Scaling\")\n", - "ax.set_xlabel(\"System Rating (MW)\")\n", - "ax.set_ylabel(\"$H_2$ Produced (kg)\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "electrolyzer", - "language": "python", - "name": "electrolyzer" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 + "metadata": { + "kernelspec": { + "display_name": "Python 3.11.11 ('bert')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.11" + }, + "vscode": { + "interpreter": { + "hash": "a0dac1f70fdc281b4d1c97050cac2e7deb2e5a93625d03e31dc0baefa4755e69" + } + } }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 2 + "nbformat": 4, + "nbformat_minor": 2 } diff --git a/examples/example_04_controller/FC_wind/FC_August_1sec_1day.npy b/examples/example_04_controller/FC_wind/FC_August_1sec_1day.npy deleted file mode 100644 index 8115993..0000000 Binary files a/examples/example_04_controller/FC_wind/FC_August_1sec_1day.npy and /dev/null differ diff --git a/examples/example_04_controller/example_04_controller_options.ipynb b/examples/example_04_controller/example_04_controller_options.ipynb deleted file mode 100644 index 4adf05b..0000000 --- a/examples/example_04_controller/example_04_controller_options.ipynb +++ /dev/null @@ -1,462 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Supervisor controllers\n", - "\n", - "This notebook shows the behavior of several controller options in `Supervisor`" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from pathlib import Path\n", - "import pprint\n", - "\n", - "from electrolyzer import Supervisor, run_electrolyzer\n", - "from electrolyzer.inputs.validation import load_modeling_yaml" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Power (MW)')" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Generate a power signal to illustrate Supervisor behavior\n", - "\n", - "dt = 1\n", - "\n", - "p1 = np.zeros(15*60) # 15 minute buffer\n", - "p2 = np.ones(15*60) # step up 30 minutes\n", - "p3 = np.zeros(15*60) # step down 30 minutes\n", - "p4 = np.linspace(0, 1, 30*60) # ramp up 1 hour\n", - "p5 = np.linspace(1, 0, 30*60) # ramp down 1 hour\n", - "\n", - "t_sin = np.logspace(0, np.log10(2*3600), 2*3600) - 1\n", - "t_sin = np.linspace(0, 2*3600, 2*3600)\n", - "p6 = 0.5*(np.sin(t_sin/600 - np.pi/2)+1) # sine wave 2 hours\n", - "\n", - "ws = np.load(Path.cwd() / 'FC_wind' / 'FC_August_1sec_1day.npy')[0:4*3600]\n", - "ws = ws/max(ws)\n", - "p7 = ws # wind 4 hours\n", - "\n", - "plant_rating = 5e6 # 5 MW H2 plant\n", - "\n", - "power = plant_rating*np.concatenate([p1, p2, p3, p4, p5, p6, p7])\n", - "\n", - "plt.plot(power*1e-6)\n", - "plt.xlabel('Time (sec)')\n", - "plt.ylabel('Power (MW)')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_results(result_df):\n", - "\n", - " # Collect H2 production rate timeseries from results\n", - " stack_rates = result_df[[col for col in result_df.columns if \"_kg_rate\" in col]]\n", - "\n", - " fig_H2, ax_H2 = plt.subplots(6, 1, figsize=(10, 5), sharex=True)\n", - " colors = ['C0', 'C1', 'C2', 'C3', 'C4']\n", - "\n", - " ax_H2[0].plot(power*1e-6, color='k', label='power (MW)')\n", - " ax_H2[0].legend(loc='lower right')\n", - " for i, stack in enumerate(stack_rates.columns):\n", - " ax_H2[i+1].plot(stack_rates[stack], color=colors[i], label=stack)\n", - " ax_H2[i+1].legend(loc='lower right')\n", - " fig_H2.subplots_adjust(hspace=0)\n", - "\n", - " # Collect degradation timeseries from results\n", - " deg = result_df[[col for col in result_df.columns if \"deg\" in col]]\n", - " \n", - " fig_deg, ax_deg = plt.subplots(6, 1, figsize=(10, 5), sharex=True)\n", - " colors = ['C0', 'C1', 'C2', 'C3', 'C4']\n", - "\n", - " ax_deg[0].plot(power*1e-6, color='k', label='power (MW)')\n", - " ax_deg[0].legend(loc='lower right')\n", - " for i, stack in enumerate(deg.columns):\n", - " ax_deg[i+1].plot(deg[stack], color=colors[i], label=stack)\n", - " ax_deg[i+1].legend(loc='lower right')\n", - " fig_deg.subplots_adjust(hspace=0)\n", - " " - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Decision control - baseline\n", - "\n", - "Turn all stacks on and off simultaneously and give them all the same power input." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'electrolyzer': {'control': {'control_type': 'DecisionControl',\n", - " 'n_stacks': 5,\n", - " 'policy': {'baseline': True,\n", - " 'eager_off': False,\n", - " 'eager_on': False,\n", - " 'even_dist': False,\n", - " 'sequential': False}},\n", - " 'costs': {},\n", - " 'description': 'A PEM electrolyzer model',\n", - " 'dt': 1,\n", - " 'initial_power_kW': 0.0,\n", - " 'initialize': False,\n", - " 'name': 'electrolyzer_001',\n", - " 'stack': {'cell_area': 1000.0,\n", - " 'include_degradation_penalty': True,\n", - " 'max_current': 2000.0,\n", - " 'min_power': 100,\n", - " 'n_cells': 200,\n", - " 'stack_rating_kW': 1000,\n", - " 'temperature': 60}},\n", - " 'general': {'verbose': False}}\n" - ] - } - ], - "source": [ - "fname_input_modeling = \"./modeling_options.yaml\"\n", - "modeling_input = load_modeling_yaml(fname_input_modeling)\n", - "pprint.pprint(modeling_input)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", - "plot_results(result_df)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Power sharing rotation\n", - "\n", - "Distribute power evenly amongst the active stacks and switch them on and off in a preset order" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"PowerSharingRotation\"\n", - "\n", - "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", - "plot_results(result_df)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Sequential rotation\n", - "\n", - "Distribute power sequentially amongst the active stacks; stack 1 must be given full power before stack 2 gets any power. Switch them on and off in a preset order." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"SequentialRotation\"\n", - "\n", - "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", - "plot_results(result_df)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Decision control - eager on, hesitant off, sequential switching order, even power distribution\n", - "\n", - "Switch on inactive stacks as soon as there is enough power to do so and switch off active stacks only when there is no other option. Distribute power evenly amongst active stacks and switch them on and off in a preset order. " - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n", - "modeling_input['electrolyzer']['control']['policy'] = {\n", - " 'eager_on': True,\n", - " 'eager_off': False,\n", - " 'sequential': True,\n", - " 'even_dist': True,\n", - " 'baseline': False\n", - "}\n", - "\n", - "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", - "plot_results(result_df)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Decision control - hesitant on, eager off, degradation-based switching order, variable power distribution\n", - "\n", - "Only switch inactive stacks on when the currently active stacks can no longer consume all of the available power, switch active stacks off as soon as the available power can be fully consumed by fewer stacks. Switch the least-degraded inactive stack on and switch the most-degraded active stack off. Distribute power sequentially filling up the first stack with power before the next stack gets any power. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n", - "modeling_input['electrolyzer']['control']['policy'] = {\n", - " 'eager_on': False,\n", - " 'eager_off': True,\n", - " 'sequential': False,\n", - " 'even_dist': False,\n", - " 'baseline': False\n", - "}\n", - "\n", - "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", - "plot_results(result_df)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Decision control - hesitant on, hesitant off, sequential switching order, variable power distribution\n", - "\n", - "Only switch inactive stacks on when the currently active stacks can no longer consume all of the available power, switch active stacks off only when there is not enough power to support them all. Switch stacks on and off according to a preset order. Distribute power sequentially filling up the first stack with power before the next stack gets any power. \n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n", - "modeling_input['electrolyzer']['control']['policy'] = {\n", - " 'eager_on': False,\n", - " 'eager_off': False,\n", - " 'sequential': True,\n", - " 'even_dist': False,\n", - " 'baseline': False\n", - "}\n", - "\n", - "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", - "plot_results(result_df)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "electrolyzer", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.0" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "b864d12a26c55da9489dc4962b78ab47c32770e914140b47c681a65da3af26ab" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/example_04_controller/example_04_controller_options.py b/examples/example_04_controller/example_04_controller_options.py deleted file mode 100644 index 01bbab9..0000000 --- a/examples/example_04_controller/example_04_controller_options.py +++ /dev/null @@ -1,117 +0,0 @@ -import pprint -from pathlib import Path - -import numpy as np -import matplotlib.pyplot as plt - -from electrolyzer import run_electrolyzer -from electrolyzer.inputs.validation import load_modeling_yaml - - -# Generate a power signal to illustrate Supervisor behavior - -dt = 1 - -p1 = np.zeros(15 * 60) # 15 minute buffer -p2 = np.ones(15 * 60) # step up 30 minutes -p3 = np.zeros(15 * 60) # step down 30 minutes -p4 = np.linspace(0, 1, 30 * 60) # ramp up 1 hour -p5 = np.linspace(1, 0, 30 * 60) # ramp down 1 hour - -t_sin = np.logspace(0, np.log10(2 * 3600), 2 * 3600) - 1 -t_sin = np.linspace(0, 2 * 3600, 2 * 3600) -p6 = 0.5 * (np.sin(t_sin / 600 - np.pi / 2) + 1) # sine wave 2 hours - -ws = np.load(Path.cwd() / "FC_wind" / "FC_August_1sec_1day.npy")[0 : 4 * 3600] -ws = ws / max(ws) -p7 = ws # wind 4 hours - -plant_rating = 5e6 # 5 MW H2 plant - -power = plant_rating * np.concatenate([p1, p2, p3, p4, p5, p6, p7]) - -plt.plot(power * 1e-6) -plt.xlabel("Time (sec)") -plt.ylabel("Power (MW)") - - -def plot_results(result_df): - # Collect H2 production rate timeseries from results - stack_rates = result_df[[col for col in result_df.columns if "_kg_rate" in col]] - - fig_H2, ax_H2 = plt.subplots(6, 1, figsize=(10, 5), sharex=True) - colors = ["C0", "C1", "C2", "C3", "C4"] - - ax_H2[0].plot(power * 1e-6, color="k", label="power (MW)") - ax_H2[0].legend(loc="lower right") - for i, stack in enumerate(stack_rates.columns): - ax_H2[i + 1].plot(stack_rates[stack], color=colors[i], label=stack) - ax_H2[i + 1].legend(loc="lower right") - fig_H2.subplots_adjust(hspace=0) - - # Collect degradation timeseries from results - deg = result_df[[col for col in result_df.columns if "deg" in col]] - - fig_deg, ax_deg = plt.subplots(6, 1, figsize=(10, 5), sharex=True) - colors = ["C0", "C1", "C2", "C3", "C4"] - - ax_deg[0].plot(power * 1e-6, color="k", label="power (MW)") - ax_deg[0].legend(loc="lower right") - for i, stack in enumerate(deg.columns): - ax_deg[i + 1].plot(deg[stack], color=colors[i], label=stack) - ax_deg[i + 1].legend(loc="lower right") - fig_deg.subplots_adjust(hspace=0) - - -fname_input_modeling = str(Path.cwd() / "modeling_options.yaml") -modeling_input = load_modeling_yaml(fname_input_modeling) -pprint.pprint(modeling_input) - -elec_sys, result_df = run_electrolyzer(modeling_input, power) -plot_results(result_df) - -modeling_input["electrolyzer"]["control"]["control_type"] = "PowerSharingRotation" - -elec_sys, result_df = run_electrolyzer(modeling_input, power) -plot_results(result_df) - -modeling_input["electrolyzer"]["control"]["control_type"] = "SequentialRotation" - -elec_sys, result_df = run_electrolyzer(modeling_input, power) -plot_results(result_df) - -modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl" -modeling_input["electrolyzer"]["control"]["policy"] = { - "eager_on": True, - "eager_off": False, - "sequential": True, - "even_dist": True, - "baseline": False, -} - -elec_sys, result_df = run_electrolyzer(modeling_input, power) -plot_results(result_df) - -modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl" -modeling_input["electrolyzer"]["control"]["policy"] = { - "eager_on": False, - "eager_off": True, - "sequential": False, - "even_dist": False, - "baseline": False, -} - -elec_sys, result_df = run_electrolyzer(modeling_input, power) -plot_results(result_df) - -modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl" -modeling_input["electrolyzer"]["control"]["policy"] = { - "eager_on": False, - "eager_off": False, - "sequential": True, - "even_dist": False, - "baseline": False, -} - -elec_sys, result_df = run_electrolyzer(modeling_input, power) -plot_results(result_df) diff --git a/examples/example_04_controller/modeling_options.yaml b/examples/example_04_controller/modeling_options.yaml deleted file mode 100644 index 22b6db6..0000000 --- a/examples/example_04_controller/modeling_options.yaml +++ /dev/null @@ -1,21 +0,0 @@ -general: - verbose: False -electrolyzer: - dt: 1 - stack: - cell_area: 1000.0 - max_current: 2000.0 - temperature: 60 - n_cells: 200 - min_power: 100 - stack_rating_kW: 1000 - include_degradation_penalty: True - control: - n_stacks: 5 - control_type: DecisionControl - policy: - eager_on: False - eager_off: False - sequential: False - even_dist: False - baseline: True diff --git a/examples/example_04_lcoh/cost_example_run.py b/examples/example_04_lcoh/cost_example_run.py index 00af2c0..be483a7 100644 --- a/examples/example_04_lcoh/cost_example_run.py +++ b/examples/example_04_lcoh/cost_example_run.py @@ -1,11 +1,12 @@ """ This example performs an LCOH calculation for an electrolyzer system. """ + import os import numpy as np -from electrolyzer import run_lcoh +from electrolyzer.tools.analysis.run_lcoh import run_lcoh fname_input_modeling = os.path.join( @@ -21,6 +22,6 @@ power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 lcoe = 44.18 * (1 / 1000) -res = run_lcoh(fname_input_modeling, power_test_signal, lcoe) +res = run_lcoh(fname_input_modeling, power_test_signal, lcoe, optimize=False) print(res) diff --git a/examples/example_04_lcoh/cost_modeling_options.yaml b/examples/example_04_lcoh/cost_modeling_options.yaml index abaf4e0..2bfff95 100644 --- a/examples/example_04_lcoh/cost_modeling_options.yaml +++ b/examples/example_04_lcoh/cost_modeling_options.yaml @@ -4,16 +4,25 @@ general: electrolyzer: dt: 1 # default + supervisor: + system_rating_MW: 3.5 # required for optimize=True run + n_stacks: 7 + + controller: + control_type: BaselineDeg # default + stack: - cell_area: 1000.0 + max_current: 2000 temperature: 60 n_cells: 100 stack_rating_kW: 500 - control: - n_stacks: 7 - system_rating_MW: 3.5 # required for optimize=True run - control_type: BaselineDeg # default + + cell_params: + cell_type: PEM + PEM_params: + cell_area: 1000 + costs: plant_params: plant_life: 25 #years (30 from [9]) @@ -37,19 +46,3 @@ electrolyzer: finances: discount_rate: 0.04 #(page 3 below Eqn (4) of [7]) (pg 9 near Eqn (23) of [9] has 0.05) install_factor: 0.33 # [%] Install Factor (Table B.2 of [9]) (Section 2.1 of [5]) - -#[1]: Joule TEA 2021: https://ars.els-cdn.com/content/image/1-s2.0-S2542435121003068-mmc1.pdf -#[2]: PNNL 2020: https://www.pnnl.gov/sites/default/files/media/file/Hydrogen_Methodology.pdf  -#[3]: IRENA 2020: https://www.irena.org/publications/2020/Dec/Green-hydrogen-cost-reduction -#[4]: ICCT 2020: https://theicct.org/wp-content/uploads/2021/06/final_icct2020_assessment_of-_hydrogen_production_costs-v2.pdf -#[5]: DRO 2021: extra info: https://www.mdpi.com/2673-4141/2/3/15 paper only: https://dro.dur.ac.uk/33454/1/33454.pdf -#[6]: NREL 2019: https://www.nrel.gov/docs/fy19osti/73481.pdf -#[7]: LCOH with PV: https://onlinelibrary.wiley.com/doi/full/10.1002/solr.202100482 -#[8]: Hydrogen Council 2020: -# https://hydrogencouncil.com/wp-content/uploads/2020/01/Path-to-Hydrogen-Competitiveness_Full-Study-1.pdf -# [9] DTU 2021: https://www.sciencedirect.com/science/article/pii/S2667095X21000052 -#CapEx Irena: Fig 18 pg 52 PEM CapEx breakdown -# IRENA has 400 $/kW for 2020 1MW electrolyzer (PEM) - # [$/kW] for 2MW PEM from DRO 2021. -# IRENA has in range 300-1000 $/kW for 1MW electrolyzer (BOP) - # [$/kW] for 200 kW electrolyzer BOP breakdown cost from DRO 2021. diff --git a/examples/example_05_controller/example_05_controller_options.ipynb b/examples/example_05_controller/example_05_controller_options.ipynb index 9e8384a..6c39f65 100644 --- a/examples/example_05_controller/example_05_controller_options.ipynb +++ b/examples/example_05_controller/example_05_controller_options.ipynb @@ -21,8 +21,9 @@ "from pathlib import Path\n", "import pprint\n", "\n", - "from electrolyzer import Supervisor, run_electrolyzer\n", - "from electrolyzer.inputs.validation import load_modeling_yaml" + "from electrolyzer.simulation.supervisor import Supervisor\n", + "from electrolyzer.simulation.bert import run_electrolyzer\n", + "from electrolyzer.tools.validation import load_modeling_yaml" ] }, { @@ -134,26 +135,47 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'electrolyzer': {'control': {'control_type': 'DecisionControl',\n", - " 'n_stacks': 5,\n", - " 'policy': {'baseline': True,\n", - " 'eager_off': False,\n", - " 'eager_on': False,\n", - " 'even_dist': False,\n", - " 'sequential': False}},\n", + "{'electrolyzer': {'cell_params': {'ALK_params': {'electrode': {'A_electrode': 300,\n", + " 'd_ac': 0.25,\n", + " 'd_am': 0.125,\n", + " 'd_cm': 0.125,\n", + " 'e_a': 0.2,\n", + " 'e_c': 0.2},\n", + " 'electrolyte': {'w_koh': 30},\n", + " 'membrane': {'A_membrane': 300,\n", + " 'e_m': 0.05},\n", + " 'model': 'default_hri',\n", + " 'pressure_operating': 1,\n", + " 'turndown_ratio': 0.25},\n", + " 'PEM_params': {'cell_area': 1000,\n", + " 'max_current_density': 2,\n", + " 'turndown_ratio': 0.1},\n", + " 'cell_type': 'PEM'},\n", + " 'controller': {'control_type': 'DecisionControl',\n", + " 'policy': {'baseline': True,\n", + " 'eager_off': False,\n", + " 'eager_on': False,\n", + " 'even_dist': False,\n", + " 'sequential': False}},\n", " 'costs': {},\n", - " 'description': 'A PEM electrolyzer model',\n", + " 'degradation': {'ALK_params': {'rate_fatigue': 1.2820512820512823e-05,\n", + " 'rate_onoff': 0.00030726072607260716,\n", + " 'rate_steady': 5.092592592592592e-09},\n", + " 'PEM_params': {'rate_fatigue': 3.33330244e-07,\n", + " 'rate_onoff': 0.000147821515,\n", + " 'rate_steady': 1.41737929e-10}},\n", + " 'description': 'An electrolyzer model',\n", " 'dt': 1,\n", " 'initial_power_kW': 0.0,\n", " 'initialize': False,\n", " 'name': 'electrolyzer_001',\n", - " 'stack': {'cell_area': 1000.0,\n", + " 'stack': {'cell_type': 'PEM',\n", " 'include_degradation_penalty': True,\n", " 'max_current': 2000.0,\n", - " 'min_power': 100,\n", " 'n_cells': 200,\n", " 'stack_rating_kW': 1000,\n", - " 'temperature': 60}},\n", + " 'temperature': 60},\n", + " 'supervisor': {'n_stacks': 5}},\n", " 'general': {'verbose': False}}\n" ] } @@ -195,6 +217,46 @@ "plot_results(result_df)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# BaslineDeg" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modeling_input['electrolyzer']['controller']['control_type'] = \"BaselineDeg\"\n", + "\n", + "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", + "plot_results(result_df)" + ] + }, { "attachments": {}, "cell_type": "markdown", @@ -207,7 +269,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -232,7 +294,7 @@ } ], "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"PowerSharingRotation\"\n", + "modeling_input['electrolyzer']['controller']['control_type'] = \"PowerSharingRotation\"\n", "\n", "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", "plot_results(result_df)" @@ -250,7 +312,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -275,7 +337,7 @@ } ], "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"SequentialRotation\"\n", + "modeling_input['electrolyzer']['controller']['control_type'] = \"SequentialRotation\"\n", "\n", "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n", "plot_results(result_df)" @@ -293,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -318,8 +380,8 @@ } ], "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n", - "modeling_input['electrolyzer']['control']['policy'] = {\n", + "modeling_input['electrolyzer']['controller']['control_type'] = \"DecisionControl\"\n", + "modeling_input['electrolyzer']['controller']['policy'] = {\n", " 'eager_on': True,\n", " 'eager_off': False,\n", " 'sequential': True,\n", @@ -343,7 +405,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -368,8 +430,8 @@ } ], "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n", - "modeling_input['electrolyzer']['control']['policy'] = {\n", + "modeling_input['electrolyzer']['controller']['control_type'] = \"DecisionControl\"\n", + "modeling_input['electrolyzer']['controller']['policy'] = {\n", " 'eager_on': False,\n", " 'eager_off': True,\n", " 'sequential': False,\n", @@ -393,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -418,8 +480,8 @@ } ], "source": [ - "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n", - "modeling_input['electrolyzer']['control']['policy'] = {\n", + "modeling_input['electrolyzer']['controller']['control_type'] = \"DecisionControl\"\n", + "modeling_input['electrolyzer']['controller']['policy'] = {\n", " 'eager_on': False,\n", " 'eager_off': False,\n", " 'sequential': True,\n", diff --git a/examples/example_05_controller/example_05_controller_options.py b/examples/example_05_controller/example_05_controller_options.py index 372431f..ba6a420 100644 --- a/examples/example_05_controller/example_05_controller_options.py +++ b/examples/example_05_controller/example_05_controller_options.py @@ -4,8 +4,8 @@ import numpy as np import matplotlib.pyplot as plt -from electrolyzer import run_electrolyzer -from electrolyzer.inputs.validation import load_modeling_yaml +from electrolyzer.simulation.bert import run_electrolyzer +from electrolyzer.tools.validation import load_modeling_yaml # Generate a power signal to illustrate Supervisor behavior @@ -78,21 +78,18 @@ def plot_results(result_df): modeling_input = load_modeling_yaml(fname_input_modeling) pprint.pprint(modeling_input) -# elec_sys, result_df = run_electrolyzer(modeling_input, power) -# plot_results(result_df) +modeling_input["electrolyzer"]["controller"]["control_type"] = "PowerSharingRotation" -modeling_input["electrolyzer"]["control"]["control_type"] = "PowerSharingRotation" - -# elec_sys, result_df = run_electrolyzer(modeling_input, power) -# plot_results(result_df) +elec_sys, result_df = run_electrolyzer(modeling_input, power) +plot_results(result_df) -modeling_input["electrolyzer"]["control"]["control_type"] = "SequentialRotation" +modeling_input["electrolyzer"]["controller"]["control_type"] = "SequentialRotation" elec_sys, result_df = run_electrolyzer(modeling_input, power) plot_results(result_df) -modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl" -modeling_input["electrolyzer"]["control"]["policy"] = { +modeling_input["electrolyzer"]["controller"]["control_type"] = "DecisionControl" +modeling_input["electrolyzer"]["controller"]["policy"] = { "eager_on": True, "eager_off": False, "sequential": True, @@ -103,8 +100,8 @@ def plot_results(result_df): elec_sys, result_df = run_electrolyzer(modeling_input, power) plot_results(result_df) -modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl" -modeling_input["electrolyzer"]["control"]["policy"] = { +modeling_input["electrolyzer"]["controller"]["control_type"] = "DecisionControl" +modeling_input["electrolyzer"]["controller"]["policy"] = { "eager_on": False, "eager_off": True, "sequential": False, @@ -115,8 +112,8 @@ def plot_results(result_df): elec_sys, result_df = run_electrolyzer(modeling_input, power) plot_results(result_df) -modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl" -modeling_input["electrolyzer"]["control"]["policy"] = { +modeling_input["electrolyzer"]["controller"]["control_type"] = "DecisionControl" +modeling_input["electrolyzer"]["controller"]["policy"] = { "eager_on": False, "eager_off": False, "sequential": True, diff --git a/examples/example_05_controller/modeling_options.yaml b/examples/example_05_controller/modeling_options.yaml index 22b6db6..c97bdd9 100644 --- a/examples/example_05_controller/modeling_options.yaml +++ b/examples/example_05_controller/modeling_options.yaml @@ -1,21 +1,26 @@ general: - verbose: False + verbose: False electrolyzer: - dt: 1 - stack: - cell_area: 1000.0 - max_current: 2000.0 - temperature: 60 - n_cells: 200 - min_power: 100 - stack_rating_kW: 1000 - include_degradation_penalty: True - control: - n_stacks: 5 - control_type: DecisionControl - policy: - eager_on: False - eager_off: False - sequential: False - even_dist: False - baseline: True + dt: 1 + + supervisor: + n_stacks: 5 + + + controller: + control_type: DecisionControl + + stack: + cell_type: PEM + max_current: 2000.0 + temperature: 60 + n_cells: 200 + stack_rating_kW: 1000 + + + + cell_params: + cell_type: PEM + PEM_params: + cell_area: 1000 + turndown_ratio: 0.1 diff --git a/examples/example_06_alkaline/alkaline_example_run.py b/examples/example_06_alkaline/alkaline_example_run.py new file mode 100644 index 0000000..eedff49 --- /dev/null +++ b/examples/example_06_alkaline/alkaline_example_run.py @@ -0,0 +1,28 @@ +""" +This example performs a fully controlled electrolyzer simulation using the +`run_electrolyzer` function. See `example_run.ipynb` for an interactive option. +""" + +import os + +import numpy as np + +# from electrolyzer import run_alkaline as run_electrolyzer +from electrolyzer.simulation.bert import run_electrolyzer + + +# the alkaline system is 20 5 kW stacks for an overall system rating of 1 MW +fname_input_modeling = os.path.join( + os.path.dirname(os.path.realpath(__file__)), "default_alkaline.yaml" +) + +turbine_rating = 3.4 # MW + +# Create cosine test signal +test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10) +base_value = (turbine_rating / 2) + 0.2 +variation_value = turbine_rating - base_value +power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 + +elec_sys, results_df = run_electrolyzer(fname_input_modeling, power_test_signal) +print(results_df.tail()) diff --git a/examples/example_06_alkaline/default_alkaline.yaml b/examples/example_06_alkaline/default_alkaline.yaml new file mode 100644 index 0000000..36f16e9 --- /dev/null +++ b/examples/example_06_alkaline/default_alkaline.yaml @@ -0,0 +1,87 @@ +general: + verbose: False # default + +electrolyzer: + dt: 1 # default + + supervisor: + system_rating_MW: 1 + n_stacks: 20 + + stack: + cell_type: alkaline + max_current: 90 # 0.3 [A/cm^2] * [300 cm^2] + temperature: 60 #[degC] - needed for cell calcs + n_cells: 24 # - needed for cell calcs + stack_rating_kW: 5 # [kW] + + degradation: + ALK_params: + rate_steady: 5.092592592592592e-09 + rate_fatigue: 1.2820512820512823e-05 + rate_onoff: 3.0726072607260716e-04 + + cell_params: + cell_type: alkaline + ALK_params: + model: default_hri + pressure_operating: 1 #[bar] - needed as cell input + turndown_ratio: 0.25 # [fraction of rated] + max_current_density: 0.3 #[A/cm^2] + electrode: + A_electrode: 300 #[cm^2] electrode total area + e_a: 0.2 #[cm] anode thickness + e_c: 0.2 #[cm] cathode thickness + d_am: 0.125 #[cm] anode-membrane distance + d_cm: 0.125 #[cm] cathode-membrane distance + d_ac: 0.25 #[cm] anode-cathode distance + electrolyte: + w_koh: 30 # [wt. %] can range from [25-33] + membrane: + A_membrane: 300 #[cm^2] #membrane surface area + e_m: 0.05 #[cm] #membrane thickness + + +# in original modeling schema format + + # model: default_hri + # stack: + #cell_area: + # max_current_dens: 0.3 #[A/cm^2] + # temperature: 60 #[degC] - needed for cell calcs + # pressure_operating: 1 #[bar] - needed as cell input + # n_cells: 24 # - needed for cell calcs + # stack_rating_kW: 5 #[kW] + # min_power_percent: 0.25 #[% of rated] - opt + # electrode: + # anode_material: Nickle + # cathode_material: Nickle + # A_electrode: 300 #[cm^2] electrode total area + # e_a: 0.2 #[cm] anode thickness + # e_c: 0.2 #[cm] cathode thickness + # d_am: 0.125 #[cm] anode-membrane distance + # d_cm: 0.125 #[cm] cathode-membrane distance + # d_ac: 0.25 #[cm] anode-cathode distance + #electrode_effective_area: #cm^2 - opt? + # electrolyte: + # solution: KOH + # w_koh: 30 # [wt. %] can range from [25-33] + # membrane: + # material: Zirfon + # A_membrane: 300 #[cm^2] #membrane surface area + # e_m: 0.05 #[cm] #membrane thickness + # density: 2.02 #g/cm^3 + # porosity: 56 #[%] + # tortuosity: 2 + # min_bubble_point_pressure: 2.18 #bar + # max_bubble_point_pressure: 3.48 #bar + + +#[Hammoudi,Henao, 2012] +#[Henou, Agbossou, 2014] + +#https://www.sciencedirect.com/science/article/pii/0360319994000739 trying to find S_eff +#^may also have degradation info +#https://www.scopus.com/record/display.uri?eid=2-s2.0-0020587461&origin=inward +#^ actual reference +#"ncremental ohmic resistance caused by bubbles adhering to the electrode by Vogt. H" diff --git a/examples/example_06_conversion_efficiency/example_run.ipynb b/examples/example_06_conversion_efficiency/example_run.ipynb new file mode 100644 index 0000000..b655245 --- /dev/null +++ b/examples/example_06_conversion_efficiency/example_run.ipynb @@ -0,0 +1,314 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Example Conversion Efficiency\n", + "\n", + "This example simulates a single electrolyzer stack with a linear ramping power signal. The electrolyzer is initialized as ON. The full structure for an electrolyzer model is defined in the source code, in `modeling_schema.yaml`.\n", + "\n", + "* Conversion is calculated based on the energy consumed per kg of hydrogen. Units are kWh/kg\n", + "\n", + "* Conversion efficiency is calculated by dividing the low-heating value of hydrogen (33.33 kWh/kg) by the actual conversion." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "from electrolyzer.simulation.bert import run_electrolyzer\n", + "from electrolyzer.tools.validation import load_modeling_yaml\n", + "\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load Electrolyzer configuration from YAML file\n", + "\n", + "This .yaml file initializes a 500kW electrolyzer stack as `ON` with the `BaselineDeg` controller. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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power_signalcurtailmentkg_ratestack_1_degstack_1_fatiguestack_1_cyclesstack_1_uptimestack_1_kg_ratestack_1_curr_density
195589949.7487440.0899500.0020316.041372e-0800.0196.00.0020312.08729
196592462.3115580.0924620.0020316.074780e-0800.0197.00.0020312.08729
197594974.8743720.0949750.0020316.108189e-0800.0198.00.0020312.08729
198597487.4371860.0974870.0020316.141598e-0800.0199.00.0020312.08729
199600000.0000000.1000000.0020316.175006e-0800.0200.00.0020312.08729
\n", + "
" + ], + "text/plain": [ + " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n", + "195 589949.748744 0.089950 0.002031 6.041372e-08 0 \n", + "196 592462.311558 0.092462 0.002031 6.074780e-08 0 \n", + "197 594974.874372 0.094975 0.002031 6.108189e-08 0 \n", + "198 597487.437186 0.097487 0.002031 6.141598e-08 0 \n", + "199 600000.000000 0.100000 0.002031 6.175006e-08 0 \n", + "\n", + " stack_1_cycles stack_1_uptime stack_1_kg_rate stack_1_curr_density \n", + "195 0.0 196.0 0.002031 2.08729 \n", + "196 0.0 197.0 0.002031 2.08729 \n", + "197 0.0 198.0 0.002031 2.08729 \n", + "198 0.0 199.0 0.002031 2.08729 \n", + "199 0.0 200.0 0.002031 2.08729 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fname_input_modeling = \"./modeling_options.yaml\"\n", + "model_input = load_modeling_yaml(fname_input_modeling)\n", + "\n", + "rated_power = model_input['electrolyzer']['stack']['stack_rating_kW']\n", + "\n", + "# Linear ramping power signal [W]\n", + "power_signal_input = np.linspace(1e5, 1.2e3 * rated_power, 200)\n", + "\n", + "elec_sys, results_df = run_electrolyzer(model_input, power_signal_input)\n", + "\n", + "results_df.tail()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Power Signal\n", + "* Linear ramp power signal \n", + "* Confirm that the stack is initialized at time = 0.0 seconds" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Power input signal from DataFrame\n", + "results_df[\"power_signal\"].plot(title=\"Power Signal\", xlabel=\"Time (s)\", ylabel=\"Power (W)\")\n", + "\n", + "# Plot stack up-time to show start up delays \n", + "stack_uptime = results_df[[col for col in results_df.columns if \"_uptime\" in col]]\n", + "stack_uptime.plot(title=\"Stack Up time\", xlabel=\"Time (s)\", ylabel=\"Time (s)\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Co-Plot H2 rate and Conversion Efficiency\n", + "\n", + "* Converts DataFrame data to kW and kg/hr\n", + "* low-heating value (LHV) = 33.33 kWh/kg\n", + "* Rated power = 500kW " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "power_kW = results_df['power_signal'] / 1e3\n", + "h2rate_kg_hr = results_df['kg_rate'] * 3600 \n", + "\n", + "lhv = 33.33 \n", + "eff_conv = lhv * h2rate_kg_hr / power_kW \n", + "\n", + "fig, ax = plt.subplots()\n", + "ax.set_title('H2 Production and Conversion Efficiency')\n", + "ax.plot(power_kW, h2rate_kg_hr, label='H2 Production', color='green')\n", + "ax.set_xlabel(\"Total Power [kW]\")\n", + "ax.set_ylabel(\"Mass Flow-Rate [kg/hr]\")\n", + "ax.vlines(x=rated_power, ymin=0, ymax=1.2*h2rate_kg_hr.max(), linestyle='dashed', color='black', label='Rated-Power')\n", + "plt.legend(loc='lower right')\n", + "\n", + "ax2 = ax.twinx()\n", + "ax2.plot(power_kW, eff_conv, color='orange', label='Efficiency')\n", + "ax2.set_ylabel(\"Effiency\")\n", + "plt.legend()\n", + "plt.grid()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.8.13 ('hopp')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "9a04511d318809dd12c12e36f25289adaaf050c85c4c458841c399d183c75e5d" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/example_06_conversion_efficiency/modeling_options.yaml b/examples/example_06_conversion_efficiency/modeling_options.yaml new file mode 100644 index 0000000..ec221c5 --- /dev/null +++ b/examples/example_06_conversion_efficiency/modeling_options.yaml @@ -0,0 +1,16 @@ +general: + verbose: False # default + +electrolyzer: + dt: 1 # default + initialize: True # + initial_power_kW: 500. + stack: + cell_area: 1000.0 + max_current: 2000 + temperature: 60 + n_cells: 100 + stack_rating_kW: 500. + control: + n_stacks: 1 + control_type: BaselineDeg # default diff --git a/pyproject.toml b/pyproject.toml index 8e0590c..dab7c1d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,12 +1,89 @@ [build-system] -requires = ["setuptools >= 40.6.0", "wheel"] +requires = ["setuptools >= 40.6.0", "wheel","setuptools-scm"] build-backend = "setuptools.build_meta" +[project] +name = "electrolyzer" +dynamic = ["version"] +authors = [{name = "NREL", email = "christopher.bay@nrel.gov"}] +readme = {file = "README.md", content-type = "text/markdown"} +description = "A controls-oriented engineering electrolyzer model." +requires-python = ">=3.9, <3.12" +license = {file = "LICENSE"} +dependencies = [ + "numpy", + "scipy", + "matplotlib", + "pandas", + "matplotlib", + "rainflow", + "attrs", + "jsonschema", + "ruamel.yaml", +] +keywords = [ + "electrolyzer", + "hydrogen", +] +classifiers = [ + "Development Status :: 2 - Pre-Alpha", + "Intended Audience :: Developers", + "License :: OSI Approved :: Apache Software License", + "Natural Language :: English", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.8", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", +] + +[project.optional-dependencies] +develop = [ + "pytest", + "pytest-subtests", + "pytest-dependency", + "pre-commit", + "pytest_mock", + "responses", + "jupyter-book", + "readthedocs-sphinx-ext", + "Sphinx", + "sphinxcontrib-napoleon", +] +examples = ["jupyterlab"] +all = ["electrolyzer[develop,examples]"] + +[tool.setuptools] +include-package-data = true + +[tool.setuptools.packages.find] +include = [ + "electrolyzer", + "electrolyzer/tools/modeling_schema.yaml", + "electrolyzer/*", + "library/*.yaml", +] + +[tool.setuptools.dynamic] +version = {attr = "electrolyzer.__version__"} + +[tool.coverage.run] +# Coverage.py configuration file +# https://coverage.readthedocs.io/en/latest/config.html +branch = true +source = ["electrolyzer/*"] +omit = [ + "setup.py", + "tests/*" +] + [tool.pytest.ini_options] -testpaths = "tests" -filterwarnings = [ - "ignore::DeprecationWarning:pandas.*:" +python_files = [ + "tests/*.py", +] +testpaths = [ + "test/*.py", + "test/glue_code/*.py", ] diff --git a/requirements.txt b/requirements.txt index cf1ca82..9904cb3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -14,3 +14,6 @@ ruamel.yaml pytest pytest_mock pre-commit + +# Examples +ipykernel diff --git a/setup.cfg b/setup.cfg deleted file mode 100644 index 6700c60..0000000 --- a/setup.cfg +++ /dev/null @@ -1,20 +0,0 @@ -[bumpversion] -current_version = 0.1.0 -commit = True -tag = True - -[bumpversion:file:setup.py] -search = version='{current_version}' -replace = version='{new_version}' - -[bumpversion:file:electrolyzer/__init__.py] -search = __version__ = '{current_version}' -replace = __version__ = '{new_version}' - -[bdist_wheel] -universal = 1 - -[flake8] -exclude = docs -[tool:pytest] -collect_ignore = ['setup.py'] diff --git a/setup.py b/setup.py deleted file mode 100644 index 980581a..0000000 --- a/setup.py +++ /dev/null @@ -1,80 +0,0 @@ -#!/usr/bin/env python - -"""The setup script.""" - -from pathlib import Path - -from setuptools import setup, find_packages - - -# Package meta-data. -NAME = "Electrolyzer" -DESCRIPTION = "A controls-oriented engineering electrolyzer model." -URL = "https://github.com/NREL/electrolyzer" -EMAIL = "christopher.bay@nrel.gov" -AUTHOR = "NREL National Wind Technology Center" -REQUIRES_PYTHON = ">=3.8.0" - -# What packages are required for this module to be executed? -REQUIRED = [ - "numpy", - "scipy", - "matplotlib", - "pandas", - "matplotlib", - "rainflow", - "attrs", - "jsonschema", - "ruamel.yaml", -] - -# What packages are optional? -EXTRAS = { - "docs": {"readthedocs-sphinx-ext", "Sphinx", "sphinxcontrib-napoleon"}, - "develop": {"pytest>=3", "pytest_mock", "pre-commit"}, -} - -package_data = {"electrolyzer.inputs": ["*.yaml"]} - -with open("README.rst") as readme_file: - readme = readme_file.read() - -with open("HISTORY.rst") as history_file: - history = history_file.read() - -test_requirements = ["pytest>=3", "pytest_mock"] - -ROOT = Path(__file__).parent -with open(ROOT / "electrolyzer" / "version") as version_file: - VERSION = version_file.read().strip() - -setup( - name=NAME, - version=VERSION, - description=DESCRIPTION, - long_description=readme + "\n\n" + history, - long_description_content_type="text/markdown", - author=AUTHOR, - author_email=EMAIL, - python_requires=REQUIRES_PYTHON, - url=URL, - packages=find_packages(include=["electrolyzer", "electrolyzer.*"]), - install_requires=REQUIRED, - extras_require=EXTRAS, - include_package_data=True, - package_data=package_data, - license="Apache Software License 2.0", - classifiers=[ - "Development Status :: 2 - Pre-Alpha", - "Intended Audience :: Developers", - "License :: OSI Approved :: Apache Software License", - "Natural Language :: English", - "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - ], - test_suite="tests", - tests_require=test_requirements, - zip_safe=False, -) diff --git a/tests/glue_code/test_modeling_options.yaml b/tests/glue_code/test_modeling_options.yaml index 515cb7f..c7620a6 100644 --- a/tests/glue_code/test_modeling_options.yaml +++ b/tests/glue_code/test_modeling_options.yaml @@ -6,13 +6,21 @@ electrolyzer: description: electrolyzer model dt: 1 # default + supervisor: + system_rating_MW: 2 + n_stacks: 7 + + controller: + control_type: BaselineDeg + stack: - cell_area: 1000.0 + cell_type: PEM max_current: 2000 temperature: 60 n_cells: 100 stack_rating_kW: 500 - control: - system_rating_MW: 2 - n_stacks: 7 - control_type: BaselineDeg # default + + cell_params: + cell_type: PEM + PEM_params: + cell_area: 1000.0 diff --git a/tests/glue_code/test_optimization.py b/tests/glue_code/test_optimization.py index b40d41c..f662efc 100644 --- a/tests/glue_code/test_optimization.py +++ b/tests/glue_code/test_optimization.py @@ -2,8 +2,8 @@ from numpy.testing import assert_almost_equal -from electrolyzer.inputs import validation as val -from electrolyzer.glue_code.optimization import calc_rated_stack, calc_rated_system +import electrolyzer.tools.validation as val +from electrolyzer.tools.design.optimization import calc_rated_stack, calc_rated_system input_modeling = "./test_modeling_options.yaml" @@ -18,7 +18,7 @@ def test_calc_rated_system(): tuned_options = calc_rated_system(modeling_options) - assert tuned_options["electrolyzer"]["control"]["n_stacks"] == 4 + assert tuned_options["electrolyzer"]["supervisor"]["n_stacks"] == 4 assert_almost_equal( tuned_options["electrolyzer"]["stack"]["stack_rating_kW"], 500.0 ) @@ -38,7 +38,7 @@ def test_calc_rated_stack(): assert modeling_options["electrolyzer"]["stack"]["n_cells"] > 100 # cell area should get smaller - modeling_options["electrolyzer"]["stack"]["cell_area"] < 1000 + modeling_options["electrolyzer"]["cell_params"]["PEM_params"]["cell_area"] < 1000 assert_almost_equal( modeling_options["electrolyzer"]["stack"]["stack_rating_kW"], 500.000, decimal=3 @@ -60,7 +60,10 @@ def test_calc_rated_stack_lower(): assert modeling_options["electrolyzer"]["stack"]["n_cells"] > 100 # cell area should decrease - assert modeling_options["electrolyzer"]["stack"]["cell_area"] < 1000 + assert ( + modeling_options["electrolyzer"]["cell_params"]["PEM_params"]["cell_area"] + < 1000 + ) # max current should decrease assert modeling_options["electrolyzer"]["stack"]["max_current"] < 2000 diff --git a/tests/glue_code/test_run_electrolyzer.py b/tests/glue_code/test_run_electrolyzer.py index 4150f66..3555304 100644 --- a/tests/glue_code/test_run_electrolyzer.py +++ b/tests/glue_code/test_run_electrolyzer.py @@ -10,10 +10,11 @@ assert_array_almost_equal, ) -import electrolyzer.inputs.validation as val -from electrolyzer import Supervisor, run_electrolyzer -from electrolyzer.inputs.validation import load_modeling_yaml -from electrolyzer.glue_code.optimization import calc_rated_system +import electrolyzer.tools.validation as val +from electrolyzer.simulation.supervisor import Supervisor +from electrolyzer.simulation.bert import run_electrolyzer +from electrolyzer.tools.validation import load_modeling_yaml +from electrolyzer.tools.design.optimization import calc_rated_system turbine_rating = 3.4 # MW @@ -134,7 +135,7 @@ def test_regression(result): _, df = result # Test total kg H2 produced - assert_almost_equal(df["kg_rate"].sum(), 222.8930364856318, decimal=1) + assert_almost_equal(df["kg_rate"].sum(), 243.93038801007688, decimal=1) # Test degradation state of stacks degradation = df[[col for col in df if "deg" in col]] diff --git a/tests/glue_code/test_run_lcoh.py b/tests/glue_code/test_run_lcoh.py index 725d28f..b453e24 100644 --- a/tests/glue_code/test_run_lcoh.py +++ b/tests/glue_code/test_run_lcoh.py @@ -5,24 +5,29 @@ import pandas as pd from numpy.testing import assert_array_almost_equal from pandas.testing import assert_frame_equal - -from electrolyzer import run_lcoh, run_electrolyzer +from electrolyzer.simulation.bert import run_electrolyzer +from electrolyzer.tools.analysis.run_lcoh import run_lcoh lcoh_breakdown = pd.DataFrame( { - "Life Totals [$]": [5.388657e06, 1.079412e06, 1.197895e07, 1.283473e06], + "Life Totals [$]": [ + 5388657.433992826, + 1079412.3726892117, + 11981942.92917099, + 1225039.714867523, + ], "Life Totals [$/kg-H2]": [ - 1.3594040320184078, - 0.2723048458021954, - 3.021946178528131, - 0.32378362036676683, + 1.242164580703914, + 0.24882038499422945, + 2.7620135992953014, + 0.2823896234644343, ], }, index=["CapEx", "OM", "Feedstock", "Stack Rep"], ) -RESULT = (lcoh_breakdown, 4.977438676715502) +RESULT = (lcoh_breakdown, 4.535388188457879) ROOT = Path(__file__).parent.parent.parent @@ -37,18 +42,18 @@ def test_run_lcoh(): test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10) base_value = (turbine_rating / 2) + 0.2 variation_value = turbine_rating - base_value - power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 + power_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 lcoe = 44.18 * (1 / 1000) - calc_result = run_lcoh(fname_input_modeling, power_test_signal, lcoe) + calc_result = run_lcoh(fname_input_modeling, power_signal, lcoe) assert_frame_equal( calc_result[0]["LCOH Breakdown"], RESULT[0], check_dtype=False, check_exact=False, - atol=1e-4, + atol=1e-1, ) assert np.isclose(calc_result[1], RESULT[1]) @@ -65,12 +70,12 @@ def test_run_lcoh_opt(): test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10) base_value = (turbine_rating / 2) + 0.2 variation_value = turbine_rating - base_value - power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 + power_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6 lcoe = 44.18 * (1 / 1000) - h2_result = run_electrolyzer(fname_input_modeling, power_test_signal, optimize=True) - lcoh_result = run_lcoh(fname_input_modeling, power_test_signal, lcoe, optimize=True) + h2_result = run_electrolyzer(fname_input_modeling, power_signal, optimize=True) + lcoh_result = run_lcoh(fname_input_modeling, power_signal, lcoe, optimize=True) # h2 prod, max curr density, LCOH assert len(lcoh_result) == 3 @@ -78,4 +83,4 @@ def test_run_lcoh_opt(): # results from regular optimize run should match assert_array_almost_equal(h2_result, lcoh_result[:2]) - assert np.isclose(lcoh_result[2], 4.882395285437347) + assert np.isclose(lcoh_result[2], 4.44566272289819) diff --git a/tests/inputs/test_modeling_options.yaml b/tests/inputs/test_modeling_options.yaml index 3f2e394..1e83666 100644 --- a/tests/inputs/test_modeling_options.yaml +++ b/tests/inputs/test_modeling_options.yaml @@ -6,14 +6,22 @@ electrolyzer: description: electrolyzer model dt: 1 # default + supervisor: + n_stacks: 7 + + controller: + control_type: DecisionControl + stack: - cell_area: 1000.0 + cell_type: PEM max_current: 2000 temperature: 60 n_cells: 100 - min_power: 50 stack_rating_kW: 500 include_degradation_penalty: True - control: - n_stacks: 7 - control_type: BaselineDeg # default + + cell_params: + cell_type: PEM + PEM_params: + cell_area: 1000.0 + turndown_ratio: 0.1 diff --git a/tests/inputs/test_modeling_options_invalid.yaml b/tests/inputs/test_modeling_options_invalid.yaml index fe45662..8eadff7 100644 --- a/tests/inputs/test_modeling_options_invalid.yaml +++ b/tests/inputs/test_modeling_options_invalid.yaml @@ -7,5 +7,5 @@ electrolyzer: min_power: 50 stack_rating_kW: 500 - control: + controller: control_type: Bad diff --git a/tests/inputs/test_validation.py b/tests/inputs/test_validation.py index 7793979..85c7e5f 100644 --- a/tests/inputs/test_validation.py +++ b/tests/inputs/test_validation.py @@ -3,7 +3,7 @@ import pytest from jsonschema.exceptions import ValidationError -from electrolyzer.inputs.validation import load_modeling_yaml +from electrolyzer.tools.validation import load_modeling_yaml def test_basic_model(): @@ -14,11 +14,11 @@ def test_basic_model(): modeling_options = load_modeling_yaml(fname_input_modeling) # just make sure nothing is empty - assert modeling_options["electrolyzer"]["dt"] - assert modeling_options["electrolyzer"]["name"] - assert modeling_options["electrolyzer"]["description"] + assert modeling_options["electrolyzer"]["supervisor"] + assert modeling_options["electrolyzer"]["controller"] assert modeling_options["electrolyzer"]["stack"] - assert modeling_options["electrolyzer"]["control"] + assert modeling_options["electrolyzer"]["degradation"] + assert modeling_options["electrolyzer"]["cell_params"] def test_model_defaults(): @@ -28,17 +28,34 @@ def test_model_defaults(): ) modeling_options = load_modeling_yaml(fname_input_modeling) + # electrolyzer properties assert modeling_options["general"]["verbose"] is False assert modeling_options["electrolyzer"]["name"] == "electrolyzer_001" - assert modeling_options["electrolyzer"]["description"] == "A PEM electrolyzer model" + assert modeling_options["electrolyzer"]["description"] == "An electrolyzer model" assert modeling_options["electrolyzer"]["dt"] == 1.0 + # controller properties + controller_opts = modeling_options["electrolyzer"]["controller"] + assert controller_opts["control_type"] == "DecisionControl" + assert controller_opts["policy"]["baseline"] is True + + # stack properties stack_opts = modeling_options["electrolyzer"]["stack"] + assert stack_opts["cell_type"] == "PEM" assert stack_opts["include_degradation_penalty"] is True - control_opts = modeling_options["electrolyzer"]["control"] - assert control_opts["n_stacks"] == 1 - assert control_opts["control_type"] == "BaselineDeg" + # degradation properties + degradation_opts = modeling_options["electrolyzer"]["degradation"] + assert degradation_opts["PEM_params"]["rate_onoff"] == 1.47821515e-04 + assert degradation_opts["ALK_params"]["rate_onoff"] == 3.0726072607260716e-04 + + # cell parameters + cell_opts = modeling_options["electrolyzer"]["cell_params"] + assert cell_opts["cell_type"] == "PEM" + assert cell_opts["PEM_params"]["turndown_ratio"] == 0.1 + + # cost parameters TODO: include cost parameter defaults + # cost_opts = modeling_options["electrolyzer"]["costs"] def test_model_invalid_spec(): diff --git a/tests/test_cell.py b/tests/test_PEM_cell.py similarity index 69% rename from tests/test_cell.py rename to tests/test_PEM_cell.py index 71139b5..e114492 100644 --- a/tests/test_cell.py +++ b/tests/test_PEM_cell.py @@ -1,18 +1,51 @@ """This module provides unit tests for `Cell`.""" + import pytest from numpy.testing import assert_almost_equal -from electrolyzer import Cell +from electrolyzer.simulation.cell_models.pem import PEMCell as Cell @pytest.fixture def cell(): - return Cell.from_dict({"cell_area": 1000}) + return Cell.from_dict( + { + "cell_area": 1000, + "turndown_ratio": 0.1, + "max_current_density": 2, + "p_anode": 1.01325, + "p_cathode": 30, + "alpha_a": 2, + "alpha_c": 0.5, + "i_0_a": 2.0e-7, + "i_0_c": 2.0e-3, + "e_m": 0.02, + "R_ohmic_elec": 50.0e-3, + "f_1": 250, + "f_2": 0.996, + } + ) def test_init(): """`Cell` should initialize properly from a Dictionary.""" - cell = Cell.from_dict({"cell_area": 1000}) + cell = Cell.from_dict( + { + "cell_area": 1000, + "turndown_ratio": 0.1, + "max_current_density": 2, + "p_anode": 1.01325, + "p_cathode": 30, + "alpha_a": 2, + "alpha_c": 0.5, + "i_0_a": 2.0e-7, + "i_0_c": 2.0e-3, + "e_m": 0.02, + "R_ohmic_elec": 50.0e-3, + "f_1": 250, + "f_2": 0.996, + } + ) assert cell.cell_area == 1000 assert cell.n == 2 @@ -20,6 +53,17 @@ def test_init(): assert cell.M == 2.016 # molecular weight [g/mol] assert cell.lhv == 33.33 # lower heating value of H2 [kWh/kg] assert cell.hhv == 39.41 # higher heating value of H2 [kWh/kg] + # assert cell.p_anode ==1 + assert cell.p_anode == 1.01325 + assert cell.p_cathode == 30 + assert cell.alpha_a == 2 + assert cell.alpha_c == 0.5 + assert cell.i_0_a == 2.0e-7 + assert cell.i_0_c == 2.0e-3 + assert cell.e_m == 0.02 + assert cell.R_ohmic_elec == 50.0e-3 + assert cell.f_1 == 250 + assert cell.f_2 == 0.996 def test_calc_reversible_voltage(cell: Cell): @@ -34,13 +78,13 @@ def test_calc_open_circuit_voltage(cell: Cell): T = 60 # C E_rev = cell.calc_reversible_voltage() - # should be less than reversible cell voltage + # should be greater than reversible cell voltage E_cell = cell.calc_open_circuit_voltage(T) - assert E_cell < E_rev + assert E_cell > E_rev - # should approach reversible cell voltage with increasing temp - E_cell = cell.calc_open_circuit_voltage(1e5) - assert_almost_equal(E_cell, E_rev, decimal=3) + # should approach E_rev at near 100C (valid temperature range) + E_cell_25 = cell.calc_open_circuit_voltage(99.9725) + assert_almost_equal(E_cell_25, E_rev, decimal=3) def test_calc_activation_overpotential(cell: Cell): @@ -139,16 +183,16 @@ def test_calc_faradaic_efficiency(cell: Cell): I = 500 # should increase with current - eta = cell.calc_faradaic_efficiency(I) + eta = cell.calc_faradaic_efficiency(60, I) I2 = 2000 - eta2 = cell.calc_faradaic_efficiency(I2) + eta2 = cell.calc_faradaic_efficiency(60, I2) assert eta2 > eta # should approach 1 as current increases I3 = 5000 - eta3 = cell.calc_faradaic_efficiency(I3) + eta3 = cell.calc_faradaic_efficiency(60, I3) assert_almost_equal(eta3, 0.996, decimal=3) @@ -157,10 +201,10 @@ def test_calc_mass_flow_rate(cell: Cell): """Should calculate the mass flow rate of H2.""" I = 1000 - mfr = cell.calc_mass_flow_rate(I) + mfr = cell.calc_mass_flow_rate(60, I) # should increase with current I2 = 2000 - mfr2 = cell.calc_mass_flow_rate(I2) + mfr2 = cell.calc_mass_flow_rate(60, I2) assert mfr2 > mfr diff --git a/tests/test_alkaline_cell.py b/tests/test_alkaline_cell.py new file mode 100644 index 0000000..3e9f1ff --- /dev/null +++ b/tests/test_alkaline_cell.py @@ -0,0 +1 @@ +"""This module provides unit tests for `alkaline_cell`""" diff --git a/tests/test_analysis.py b/tests/test_analysis.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_stack.py b/tests/test_stack.py index 95d8f5b..a45a809 100644 --- a/tests/test_stack.py +++ b/tests/test_stack.py @@ -1,18 +1,47 @@ """This module provides unit tests for `Stack`.""" + import numpy as np import pytest from numpy.testing import assert_array_equal, assert_array_almost_equal -from electrolyzer import Cell, Stack +from electrolyzer.simulation.stack import Stack +from electrolyzer.simulation.cell_models.pem import PEMCell def create_stack(): stack_dict = { - "n_cells": 100, - "cell_area": 1000, - "temperature": 60, - "max_current": 2000, "dt": 1, + "cell_type": "PEM", + "max_current": 2000, + "temperature": 60, + "n_cells": 100, + # "stack_rating_kW": 750, + "degradation": { + "eol_eff_percent_loss": 10, + "PEM_params": { + "rate_steady": 1.41737929e-10, + "rate_fatigue": 3.33330244e-07, + "rate_onoff": 1.47821515e-04, + }, + }, + "cell_params": { + "cell_type": "PEM", + "PEM_params": { + "cell_area": 1000, + "turndown_ratio": 0.1, + "max_current_density": 2, + "p_anode": 1.01325, + "p_cathode": 30, + "alpha_a": 2, + "alpha_c": 0.5, + "i_0_a": 2.0e-7, + "i_0_c": 2.0e-3, + "e_m": 0.02, + "R_ohmic_elec": 50.0e-3, + "f_1": 250, + "f_2": 0.996, + }, + }, } return Stack.from_dict(stack_dict) @@ -28,22 +57,49 @@ def test_init(mocker): # mock side effects (these will have their own unit tests) spy_calc_state_space = mocker.spy(Stack, "calc_state_space") spy_create_polarization = mocker.spy(Stack, "create_polarization") - spy_cell = mocker.spy(Cell, "from_dict") + spy_cell = mocker.spy(PEMCell, "from_dict") # for this example, set stack rating explicitly stack_dict = { - "n_cells": 100, - "cell_area": 1000, - "temperature": 60, + "dt": 1, + "cell_type": "PEM", "max_current": 2000, + "temperature": 60, + "n_cells": 100, "stack_rating_kW": 750, - "dt": 1, + "degradation": { + "eol_eff_percent_loss": 10, + "PEM_params": { + "rate_steady": 1.41737929e-10, + "rate_fatigue": 3.33330244e-07, + "rate_onoff": 1.47821515e-04, + }, + }, + "cell_params": { + "cell_type": "PEM", + "PEM_params": { + "cell_area": 1000, + "turndown_ratio": 0.1, + "max_current_density": 2, + "p_anode": 1.01325, + "p_cathode": 30, + "alpha_a": 2, + "alpha_c": 0.5, + "i_0_a": 2.0e-7, + "i_0_c": 2.0e-3, + "e_m": 0.02, + "R_ohmic_elec": 50.0e-3, + "f_1": 250, + "f_2": 0.996, + }, + }, + "hydrogen_degradation_penalty": False, } stack = Stack.from_dict(stack_dict) assert stack.n_cells == stack_dict["n_cells"] - assert stack.cell_area == stack_dict["cell_area"] + assert stack.cell.cell_area == stack_dict["cell_params"]["PEM_params"]["cell_area"] assert stack.temperature == stack_dict["temperature"] assert stack.max_current == stack_dict["max_current"] @@ -53,6 +109,9 @@ def test_init(mocker): assert stack.min_power == 0.1 * stack.stack_rating assert stack.include_degradation_penalty is True + assert ( + stack.hydrogen_degradation_penalty == stack_dict["hydrogen_degradation_penalty"] + ) assert stack.rf_track == 0.0 assert stack.V_degradation == 0.0 assert stack.uptime == 0.0 @@ -85,7 +144,7 @@ def test_run(mocker): spy_update_deg = mocker.spy(Stack, "update_degradation") spy_calc_p = mocker.spy(Stack, "calc_stack_power") - spy_calc_mfr = mocker.spy(Cell, "calc_mass_flow_rate") + spy_calc_mfr = mocker.spy(PEMCell, "calc_mass_flow_rate") spy_update_dynamics = mocker.spy(Stack, "update_dynamics") spy_update_status = mocker.spy(Stack, "update_status") @@ -131,6 +190,7 @@ def test_run(mocker): def test_create_polarization(stack: Stack): + # TODO remake this """ Should create a polarization curve based on fit for the specified model over a range of temperatures. @@ -138,14 +198,23 @@ def test_create_polarization(stack: Stack): fit_params = stack.create_polarization() # this is brittle, so for now use a lenient precision check + # expected = [ + # -2.28261081e-03, + # -1.50848325e-02, + # 7.89259537e-03, + # 4.80671306e00, + # 9.74923247e-01, + # 1.36179580e01, + # ] expected = [ - -2.28261081e-03, - -1.50848325e-02, - 7.89259537e-03, - 4.80671306e00, - 9.74923247e-01, - 1.36179580e01, + -1.99627103e-03, + -1.27808907e-02, + 4.76371760e-03, + 4.98846103e00, + 7.96586249e-01, + 1.11445867e01, ] + assert_array_almost_equal(fit_params, expected, decimal=2) @@ -287,7 +356,10 @@ def test_update_dynamics(stack: Stack): """ Should update stack state and apply H2 MFR filter to simulate dynamic response. """ - H2_mfr = stack.cell.calc_mass_flow_rate(stack.max_current) * stack.n_cells + H2_mfr = ( + stack.cell.calc_mass_flow_rate(stack.temperature, stack.max_current) + * stack.n_cells + ) new_state, filtered_H2_mfr = stack.update_dynamics(H2_mfr, stack.stack_state) # filtered state should be lower than @@ -366,10 +438,14 @@ def test_calc_stack_power(stack: Stack): def test_calc_electrolysis_efficiency(stack: Stack): + # TODO: remake this test - something is weird about it """ Should calculate values of electrolysis efficiency for given DC Power input and MFR. """ - H2_mfr = stack.cell.calc_mass_flow_rate(stack.max_current * 0.8) * stack.n_cells + H2_mfr = ( + stack.cell.calc_mass_flow_rate(stack.temperature, stack.max_current * 0.8) + * stack.n_cells + ) eta_values = stack.calc_electrolysis_efficiency( stack.stack_rating_kW, H2_mfr * 3600 ) @@ -377,8 +453,11 @@ def test_calc_electrolysis_efficiency(stack: Stack): assert len(eta_values) == 3 # efficiency should decrease as we approach max current due to overpotentials - assert eta_values[0] > 80 # highest efficiency around 80% capacity - H2_mfr2 = stack.cell.calc_mass_flow_rate(stack.max_current) * stack.n_cells + assert eta_values[0] > 70 # highest efficiency around 80% capacity + H2_mfr2 = ( + stack.cell.calc_mass_flow_rate(stack.temperature, stack.max_current) + * stack.n_cells + ) eta_values2 = stack.calc_electrolysis_efficiency( stack.stack_rating_kW, H2_mfr2 * 3600 ) @@ -387,11 +466,38 @@ def test_calc_electrolysis_efficiency(stack: Stack): def test_dt_behavior(): stack_dict = { - "n_cells": 100, - "cell_area": 1000, - "temperature": 60, - "max_current": 2000, "dt": 1, + "cell_type": "PEM", + "max_current": 2000, + "temperature": 60, + "n_cells": 100, + # "stack_rating_kW": 750, + "degradation": { + "eol_eff_percent_loss": 10, + "PEM_params": { + "rate_steady": 1.41737929e-10, + "rate_fatigue": 3.33330244e-07, + "rate_onoff": 1.47821515e-04, + }, + }, + "cell_params": { + "cell_type": "PEM", + "PEM_params": { + "cell_area": 1000, + "turndown_ratio": 0.1, + "max_current_density": 2, + "p_anode": 1.01325, + "p_cathode": 30, + "alpha_a": 2, + "alpha_c": 0.5, + "i_0_a": 2.0e-7, + "i_0_c": 2.0e-3, + "e_m": 0.02, + "R_ohmic_elec": 50.0e-3, + "f_1": 250, + "f_2": 0.996, + }, + }, } stack1 = Stack.from_dict(stack_dict) diff --git a/tests/test_supervisor.py b/tests/test_supervisor.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_type_dec.py b/tests/test_type_dec.py index fe8edd1..be0271e 100644 --- a/tests/test_type_dec.py +++ b/tests/test_type_dec.py @@ -4,7 +4,7 @@ import pytest from attrs import field, define -from electrolyzer.type_dec import FromDictMixin, iter_validator, array_converter +from electrolyzer.tools.type_dec import FromDictMixin, iter_validator, array_converter @define