diff --git a/CHANGELOG.md b/CHANGELOG.md
index ce7c777f20..530929ff31 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## Unreleased
 
+### Added
+- A generalized hourly matching policy module (#855).
+
+### Fixed
+- Fix writing of net revenue to include all sources of revenue, not just energy revenue (#855).
+
 ### Changed
 - Changed default value of parameter scaling to 1 (#866)
 
@@ -25,7 +31,6 @@ Models running with, non-default, solvers Cbc and Clp will fail unless
 - Modify `storage_all.jl` to prevent micro-charging/discharging close to capacity (#836).
 - Got rid of brodcast operator src/write_outputs/capacity_reserve_margin/write_virtual_discharge.jl for preventing error with Julia 1.6 (#885)
 
-
 ### Changed
 - Replace `+=` and `-=` with `add_to_expression!` and `add_similar_to_expression!`
 in several modules to improve performance (#826).
diff --git a/docs/src/Model_Concept_Overview/model_notation.md b/docs/src/Model_Concept_Overview/model_notation.md
index 4ee9aa81d5..a6f3d52104 100644
--- a/docs/src/Model_Concept_Overview/model_notation.md
+++ b/docs/src/Model_Concept_Overview/model_notation.md
@@ -17,6 +17,7 @@ $z \in \mathcal{Z}$ | where $z$ denotes a zone and $\mathcal{Z}$ is the set of z
 |$\mathcal{VRE} \subseteq \mathcal{G}$ | where $\mathcal{VRE}$ is the subset of curtailable Variable Renewable Energy (VRE) resources|
 |$\overline{\mathcal{VRE}}^{y,z}$ | set of VRE resource bins for VRE technology type $y \in \mathcal{VRE}$ in zone $z$ |
 |$\mathcal{CE} \subseteq \mathcal{G}$ | where $\mathcal{CE}$ is the subset of resources qualifying for the clean energy standard policy constraint|
+|$\mathcal{HM} \subseteq \mathcal{G}$ | where $\mathcal{HM}$ is the subset of resources qualifying for the hourly matching policy constraint|
 |$\mathcal{UC} \subseteq \mathcal{H}$ | where $\mathcal{UC}$ is the subset of thermal resources subject to unit commitment constraints|
 |$s \in \mathcal{S}$ | where $s$ denotes a segment and $\mathcal{S}$ is the set of consumers segments for price-responsive demand curtailment|
 |$\mathcal{O} \subseteq \mathcal{G}$ | where $\mathcal{O}$ is the subset of storage resources excluding heat storage and hydro storage |
@@ -152,7 +153,6 @@ $\mathcal{W} \subseteq \mathcal{G}$ | where $\mathcal{W}$ set of hydroelectric g
 |$\Gamma^{CRM}_{y,z,t} \in \mathbb{R}_+$ | Total "virtual" state of charge being held in reserves for technology $y$ at time step $t$ in zone $z$ - only applicable for standalone storage and co-located VRE and storage resources with activated capacity reserve margin policies, $y \in \mathcal{O} \cup y \in \mathcal{VS}^{stor}$ \[MWh]|
 ---
 
-
 ## Parameters
 ---
 |**Notation** | **Description**|
diff --git a/docs/src/Model_Reference/policies.md b/docs/src/Model_Reference/policies.md
index 08b8de142a..249bd9b511 100644
--- a/docs/src/Model_Reference/policies.md
+++ b/docs/src/Model_Reference/policies.md
@@ -32,7 +32,7 @@ GenX.hydrogen_demand!
 ```
 
 ## Hourly clean supply matching constraint
-```@autodocs
-Modules = [GenX]
-Pages = ["hourly_matching.jl"]
+```@docs
+GenX.load_hourly_matching_requirement!
+GenX.hourly_matching!
 ```
diff --git a/docs/src/Model_Reference/write_outputs.md b/docs/src/Model_Reference/write_outputs.md
index 50d885ffb6..7ae2bd54a3 100644
--- a/docs/src/Model_Reference/write_outputs.md
+++ b/docs/src/Model_Reference/write_outputs.md
@@ -121,6 +121,13 @@ Modules = [GenX]
 Pages = ["write_reserve_margin_revenue.jl"]
 ```
 
+## Write Hourly Matching Revenue
+```@docs
+GenX.write_hourly_matching_prices
+GenX.write_hourly_matching_revenue
+GenX.write_hourly_matching_slack
+```
+
 ## Write Energy Share Requirement Revenue
 ```@autodocs
 Modules = [GenX]
diff --git a/docs/src/User_Guide/model_input.md b/docs/src/User_Guide/model_input.md
index d0f672ac31..f3af4f456d 100644
--- a/docs/src/User_Guide/model_input.md
+++ b/docs/src/User_Guide/model_input.md
@@ -30,7 +30,8 @@ Additionally, the user may need to specify eight more **settings-specific** inpu
 7. Vre\_and\_stor\_solar\_variability.csv: specify time-series of capacity factor/availability for each solar PV resource that exists for every co-located VRE and storage resource (in DC terms).
 8. Vre\_and\_stor\_wind\_variability.csv: specify time-series of capacity factor/availability for each wind resource that exists for every co-located VRE and storage resource (in AC terms).
 9. Hydrogen\_demand.csv: specify regional hydrogen production requirements.
-
+10. Hourly\_matching\_requirement.csv: specify hourly matching policies requiring minimum generation from qualifying resources in each model timestep. The second row specifies the hourly matching target percentage for each hourly matching constraint, and the remaining rows specify the participating demand to be matched in each timestep.
+11. Hourly\_matching\_requirement\_zonal.csv: Optional. Specify demand participating in hourly matching requirements as a fraction of total demand in each model region.
 
 !!! note "Note"
     Names of the input files are case sensitive.
@@ -353,9 +354,7 @@ Each file contains cost and performance parameters for various generators and ot
 |Hydrogen\_Price\_Per\_Tonne| Price (or value) of hydrogen per metric tonne (USD/t)|
 |Min\_Power |[0,1], The minimum generation level for a unit as a fraction of total capacity. This value cannot be higher than the smallest time-dependent CF value for a resource in `Generators_variability.csv`.|
 |Ramp\_Up\_Percentage |[0,1], Maximum increase in power output from between two periods (typically hours), reported as a fraction of nameplate capacity.|
-|Ramp\_Dn\_Percentage |[0,1], Maximum decrease in power output from between two periods (typically hours), reported as a fraction of nameplate capacity.|
-!!! note
-    Check `Qualified_Hydrogen_Supply` column in table 5a if electrolyzers are included in the model. This column is used to indicate which resources are eligible to supply electrolyzers in the same zone (used for hourly clean supply constraint).
+|Ramp\_Dn\_Percentage |[0,1], Maximum decrease in power output from between two periods (typically hours), reported as a fraction of nameplate capacity.
 
 Each co-located VRE, electrolyzer, and storage resource can be easily configured to contain either a co-located VRE-ELEC-storage resource, standalone VRE resource (either wind, solar PV, or both), standalone eletrolyzers, or standalone storage resource.
 ##### Table 12a: Additional columns in the Vre_stor.csv file
@@ -536,7 +535,7 @@ In addition to the files described above, the `resources` folder contains a fold
 3) `Resource_maximum_capacity_requirement.csv`
 4) `Resource_capacity_reserve_margin.csv`
 5) `Resource_hydrogen_demand.csv`
-6) `Resource_hourly_matching.csv`
+6) `Resource_hourly_matching_requirement.csv`
 
 !!! note
     These files are optional and can be omitted if no policy-related settings are specified in the `genx_settings.yml` file. Also, not all the resources need to be included in these files, only those for which the policy applies.
@@ -605,14 +604,13 @@ This policy is applied when if `HydrogenMinimumProduction = 1` in the settings f
 |Resource| Resource name corresponding to a resource in one of the resource data files described above.|
 |H2\_Demand\_*| Flag to indicate which resources are considered for the Hydrogen Demand constraint.|
 
-This policy is applied when if `HourlyMatching = 1` in the settings file.
 
-##### Table 19: Hourly matching policy parameters in Resource\_hourly\_matching.csv
+##### Table 19: Hourly matching policy parameters in Resource\_hourly\_matching\_requirement.csv
 ---
 |**Column Name** | **Description**|
 | :------------ | :-----------|
 |Resource| Resource name corresponding to a resource in one of the resource data files described above.|
-|Qualified\_Supply| Flag to indicate which resources are eligible to supply the generation in the same zone.|
+|HM\_*| Flag to indicate which resources are eligible to contribute toward a given hourly matching constraint.|
 
 ##### Additional module-related columns for all resources
 In addition to the files described above, the `resources` folder can contain additional files that are used to specify attributes for specific resources and modules. Currently, the following files are supported:
diff --git a/docs/src/User_Guide/slack_variables_overview.md b/docs/src/User_Guide/slack_variables_overview.md
index 249715632a..cba3a33a4b 100644
--- a/docs/src/User_Guide/slack_variables_overview.md
+++ b/docs/src/User_Guide/slack_variables_overview.md
@@ -35,6 +35,12 @@ Slack variables for Energy Share Requirement constraints are created when GenX d
 This file should contain two columns: one titled 'ESR_Constraint' naming the individual Energy Share Requirement constraints in the same order in which they are listed in the first row of `Energy_share_requirement.csv`, and a second titled 'PriceCap' containing the price thresholds for each constraint. 
 The units for these thresholds are USD/MWh.
 
+## Hourly Matching Requirement
+
+Slack variables for Hourly Matching Requirement constraints are created when GenX detects the presence of the file `Hourly_matching_requirement_slack.csv` in the Inputs folder. 
+This file should contain two columns: one titled 'HM_Constraint' naming the individual Hourly Matching Requirement constraints in the same order in which they are listed in the first row of `Hourly_matching_requirement.csv`, and a second titled 'PriceCap' containing the price thresholds for each constraint. 
+The units for these thresholds are USD/MWh.
+
 ## Minimum Capacity Requirement
 
 Slack variables for Minimum Capacity Requirement constraints are created when GenX detects the presence of a column titled 'PriceCap' in the file `Minimum_capacity_requirement.csv`. 
@@ -48,9 +54,11 @@ This column contains the price thresholds for each Maximum Capacity Requirement
 ## Slack Variables Results Files
 
 By default, a policy type's result files include the shadow prices for each policy constraint. 
-When slack variables are activated, outputs also include the final values of the slack variables (i.e. the amount by which the policy constraint was violated), and the total costs associated with those slack variables. 
+When slack variables are activated for policies that do not create constraints in each timestep (all except Capacity Reserve Margin and Hourly Matching), these outputs also include the final values of the slack variables (i.e. the amount by which the policy constraint was violated), and the total costs associated with those slack variables. 
 These files are named using the convention `X_prices_and_penalties.csv`, where `X` is the name of the relevant policy type.
 
+For Capacity Reserve Margin and Hourly Matching constraints, which have slack variables for each timestep, GenX will create a separate output file using the naming convention `X_slack_and_penalties.csv`, where `X` is the name of the relevant policy type.
+
 GenX will also print the total cost associated with each activated slack variable type in the file `costs.csv`.
 
 ## Slack Variables Example
diff --git a/example_systems/2_three_zones_w_electrolyzer/README.md b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/README.md
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/README.md
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/README.md
diff --git a/example_systems/2_three_zones_w_electrolyzer/Run.jl b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/Run.jl
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/Run.jl
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/Run.jl
diff --git a/example_systems/2_three_zones_w_electrolyzer/policies/CO2_cap.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/CO2_cap.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/policies/CO2_cap.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/CO2_cap.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hourly_matching_requirement.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hourly_matching_requirement.csv
new file mode 100644
index 0000000000..8de22d0941
--- /dev/null
+++ b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hourly_matching_requirement.csv
@@ -0,0 +1,8762 @@
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diff --git a/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hourly_matching_requirement_zonal.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hourly_matching_requirement_zonal.csv
new file mode 100644
index 0000000000..9504bf29ab
--- /dev/null
+++ b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hourly_matching_requirement_zonal.csv
@@ -0,0 +1,4 @@
+,Network_zones,HM_1
+MA,z1,0.1
+CT,z2,0.1
+ME,z3,0.1
diff --git a/example_systems/2_three_zones_w_electrolyzer/policies/Hydrogen_demand.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hydrogen_demand.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/policies/Hydrogen_demand.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Hydrogen_demand.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/policies/Minimum_capacity_requirement.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Minimum_capacity_requirement.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/policies/Minimum_capacity_requirement.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/policies/Minimum_capacity_requirement.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/Electrolyzer.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Electrolyzer.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/resources/Electrolyzer.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Electrolyzer.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/Storage.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Storage.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/resources/Storage.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Storage.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/Thermal.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Thermal.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/resources/Thermal.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Thermal.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/Vre.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Vre.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/resources/Vre.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/Vre.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_hourly_matching.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_hourly_matching_requirement.csv
similarity index 61%
rename from example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_hourly_matching.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_hourly_matching_requirement.csv
index c0543fd811..3d3c0029a7 100644
--- a/example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_hourly_matching.csv
+++ b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_hourly_matching_requirement.csv
@@ -1,8 +1,11 @@
-Resource,Qualified_Supply
+Resource,HM_1
 CT_solar_pv,1
 MA_solar_pv,1
 CT_onshore_wind,1
 MA_battery_for_electrolyzer,1
 CT_battery_for_electrolyzer,1
 ME_battery_for_electrolyzer,1
-ME_onshore_wind,1
\ No newline at end of file
+ME_onshore_wind,1
+MA_electrolyzer,1
+CT_electrolyzer,1
+ME_electrolyzer,1
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_hydrogen_demand.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_hydrogen_demand.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_hydrogen_demand.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_hydrogen_demand.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_minimum_capacity_requirement.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/resources/policy_assignments/Resource_minimum_capacity_requirement.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/resources/policy_assignments/Resource_minimum_capacity_requirement.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/settings/clp_settings.yml b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/clp_settings.yml
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/settings/clp_settings.yml
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/clp_settings.yml
diff --git a/example_systems/2_three_zones_w_electrolyzer/settings/cplex_settings.yml b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/cplex_settings.yml
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/settings/cplex_settings.yml
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/cplex_settings.yml
diff --git a/example_systems/2_three_zones_w_electrolyzer/settings/genx_settings.yml b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/genx_settings.yml
similarity index 88%
rename from example_systems/2_three_zones_w_electrolyzer/settings/genx_settings.yml
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/genx_settings.yml
index 80752c90b5..b956193983 100644
--- a/example_systems/2_three_zones_w_electrolyzer/settings/genx_settings.yml
+++ b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/genx_settings.yml
@@ -1,9 +1,8 @@
 Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic
 UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering
 StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost)
-HydrogenHourlyMatching: 1 # Hydrogen electrolyzer contribution to hourly supply matching required
 ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide
 TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 1 = active (cluster input data, or use data that has already been clustered)
 WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active
 HydrogenMinimumProduction: 1 # Hydrogen production requirement; 0 = not active; 1 = active, meet regional level H2 production requirements
-HourlyMatching: 1 # Hourly supply matching required
+HourlyMatchingRequirement: 1 # Hourly supply matching required
diff --git a/example_systems/2_three_zones_w_electrolyzer/settings/gurobi_settings.yml b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/gurobi_settings.yml
similarity index 93%
rename from example_systems/2_three_zones_w_electrolyzer/settings/gurobi_settings.yml
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/gurobi_settings.yml
index 0aa53a56d3..f6533ed5f3 100644
--- a/example_systems/2_three_zones_w_electrolyzer/settings/gurobi_settings.yml
+++ b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/gurobi_settings.yml
@@ -8,7 +8,7 @@ Method: 2                  # Algorithm used to solve continuous models (includin
 
 #Gurobi-specific solver settings
 MIPGap: 1e-3                  # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise).
-BarConvTol: 1.0e-08           # Barrier convergence tolerance (determines when barrier terminates).
+BarConvTol: 1.0e-06           # Barrier convergence tolerance (determines when barrier terminates).
 NumericFocus: 0               # Numerical precision emphasis.
 Crossover: 0                # Barrier crossver strategy.
 PreDual: 0                    # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm.
diff --git a/example_systems/2_three_zones_w_electrolyzer/settings/highs_settings.yml b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/highs_settings.yml
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/settings/highs_settings.yml
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/highs_settings.yml
diff --git a/example_systems/2_three_zones_w_electrolyzer/settings/time_domain_reduction_settings.yml b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/time_domain_reduction_settings.yml
similarity index 99%
rename from example_systems/2_three_zones_w_electrolyzer/settings/time_domain_reduction_settings.yml
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/time_domain_reduction_settings.yml
index 537b80d797..6323e54182 100644
--- a/example_systems/2_three_zones_w_electrolyzer/settings/time_domain_reduction_settings.yml
+++ b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/settings/time_domain_reduction_settings.yml
@@ -31,13 +31,13 @@ ScalingMethod: "S"
   #   The maximum number of periods - both clustered periods and extreme periods -
   #   that may be used to represent the input data. If IterativelyAddPeriods is on and the
   #   error threshold is never met, this will be the total number of periods.
-MaxPeriods: 11
+MaxPeriods: 6
 
   #   - MinPeriods
   #   The minimum number of periods used to represent the input data. If using
   #   UseExtremePeriods, this must be at least the number of extreme periods requests. If
   #   IterativelyAddPeriods if off, this will be the total number of periods.
-MinPeriods: 8
+MinPeriods: 6
 
   #   - IterativelyAddPeriods
   #   Either 'yes' or 'no', this designates whether or not to add periods
diff --git a/example_systems/2_three_zones_w_electrolyzer/system/Demand_data.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Demand_data.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/system/Demand_data.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Demand_data.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/system/Fuels_data.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Fuels_data.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/system/Fuels_data.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Fuels_data.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/system/Generators_variability.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Generators_variability.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/system/Generators_variability.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Generators_variability.csv
diff --git a/example_systems/2_three_zones_w_electrolyzer/system/Network.csv b/example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Network.csv
similarity index 100%
rename from example_systems/2_three_zones_w_electrolyzer/system/Network.csv
rename to example_systems/2_three_zones_w_electrolyzer_and_hourly_matching/system/Network.csv
diff --git a/example_systems/4_three_zones_w_policies_slack/policies/Hourly_matching_requirement.csv b/example_systems/4_three_zones_w_policies_slack/policies/Hourly_matching_requirement.csv
new file mode 100644
index 0000000000..8de22d0941
--- /dev/null
+++ b/example_systems/4_three_zones_w_policies_slack/policies/Hourly_matching_requirement.csv
@@ -0,0 +1,8762 @@
+Time_Index,HM_1
+0,1
+1,1000
+2,1000
+3,1000
+4,1000
+5,1000
+6,1000
+7,1000
+8,1000
+9,1000
+10,1000
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diff --git a/example_systems/4_three_zones_w_policies_slack/policies/Hourly_matching_requirement_slack.csv b/example_systems/4_three_zones_w_policies_slack/policies/Hourly_matching_requirement_slack.csv
new file mode 100644
index 0000000000..cd7ed1ac04
--- /dev/null
+++ b/example_systems/4_three_zones_w_policies_slack/policies/Hourly_matching_requirement_slack.csv
@@ -0,0 +1,2 @@
+HM_Constraint,PriceCap
+HM_1,300
diff --git a/example_systems/4_three_zones_w_policies_slack/resources/policy_assignments/Resource_hourly_matching_requirement.csv b/example_systems/4_three_zones_w_policies_slack/resources/policy_assignments/Resource_hourly_matching_requirement.csv
new file mode 100644
index 0000000000..d70fd17487
--- /dev/null
+++ b/example_systems/4_three_zones_w_policies_slack/resources/policy_assignments/Resource_hourly_matching_requirement.csv
@@ -0,0 +1,8 @@
+Resource,HM_1
+CT_solar_pv,1
+MA_solar_pv,1
+CT_onshore_wind,1
+ME_onshore_wind,1
+MA_battery,1
+CT_battery,1
+ME_battery,1
diff --git a/example_systems/4_three_zones_w_policies_slack/settings/genx_settings.yml b/example_systems/4_three_zones_w_policies_slack/settings/genx_settings.yml
index 361bafda28..b698aa4655 100644
--- a/example_systems/4_three_zones_w_policies_slack/settings/genx_settings.yml
+++ b/example_systems/4_three_zones_w_policies_slack/settings/genx_settings.yml
@@ -10,3 +10,4 @@ ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power
 WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active
 UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering
 TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 1 = active (cluster input data, or use data that has already been clustered)
+HourlyMatchingRequirement: 1 # Hourly matching requirement; 0 = not active; 1 = active 
diff --git a/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/resources/Vre.csv b/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/resources/Vre.csv
index be32b4622f..aa79c7da71 100644
--- a/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/resources/Vre.csv
+++ b/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/resources/Vre.csv
@@ -1,5 +1,5 @@
-Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster,Qualified_Hydrogen_Supply
-MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,9.13,0,0,0,0,MA,1,1
-CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,9.12,0,0,0,0,CT,1,1
-CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,9.16,0,0,0,0,CT,1,1
-ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,9.12,0,0,0,0,ME,1,1
\ No newline at end of file
+Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster
+MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,9.13,0,0,0,0,MA,1
+CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,9.12,0,0,0,0,CT,1
+CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,9.16,0,0,0,0,CT,1
+ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,9.12,0,0,0,0,ME,1
diff --git a/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/settings/genx_settings.yml b/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/settings/genx_settings.yml
index 97d1dcf4b2..b43d96e5e6 100644
--- a/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/settings/genx_settings.yml
+++ b/example_systems/8_three_zones_w_colocated_VRE_storage_electrolyzers/settings/genx_settings.yml
@@ -1,8 +1,8 @@
 Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic
 UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering
 StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost)
-HydrogenHourlyMatching: 0 # Hydrogen electrolyzer hourly supply matching required
 ParameterScale: 0 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide
 TimeDomainReduction: 0 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 1 = active (cluster input data, or use data that has already been clustered)
 WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active
-HydrogenMinimumProduction: 1  # Hydrogen production requirement; 0 = not active; 1 = active, meet regional level H2 production requirements
\ No newline at end of file
+HydrogenMinimumProduction: 1  # Hydrogen production requirement; 0 = not active; 1 = active, meet regional level H2 production requirements
+HourlyMatchingRequirement: 0 # Hourly supply matching required; 0 = not active; 1 = active
\ No newline at end of file
diff --git a/src/configure_settings/configure_settings.jl b/src/configure_settings/configure_settings.jl
index a0e8bd7b33..d3f54b617c 100644
--- a/src/configure_settings/configure_settings.jl
+++ b/src/configure_settings/configure_settings.jl
@@ -28,8 +28,7 @@ function default_settings()
         "HydrogenMinimumProduction" => 0,
         "EnableJuMPStringNames" => false,
         "EnableJuMPDirectModel" => true,
-        "HourlyMatching" => 0,
-        "HydrogenHourlyMatching" => 0,
+        "HourlyMatchingRequirement" => 0,
         "DC_OPF" => 0,
         "WriteOutputs" => "full",
         "ComputeConflicts" => 0,
@@ -115,6 +114,8 @@ function default_writeoutput()
         "WriteFuelConsumption" => true,
         "WriteFusion" => true,
         "WriteHourlyMatchingPrices" => true,
+        "WriteHourlyMatchingRevenue" => true,
+        "WriteHourlyMatchingSlack" => true,
         "WriteHydrogenPrices" => true,
         "WriteMaintenance" => true,
         "WriteMaxCapReq" => true,
diff --git a/src/load_inputs/load_hourly_matching_requirement.jl b/src/load_inputs/load_hourly_matching_requirement.jl
new file mode 100644
index 0000000000..719d95f397
--- /dev/null
+++ b/src/load_inputs/load_hourly_matching_requirement.jl
@@ -0,0 +1,49 @@
+@doc raw"""
+    load_hourly_matching_requirement!(setup::Dict, path::AbstractString, inputs::Dict)
+
+Read input parameters related to hourly matching requirement constraints
+"""
+function load_hourly_matching_requirement!(setup::Dict, path::AbstractString, inputs::Dict)
+    scale_factor = setup["ParameterScale"] == 1 ? ModelScalingFactor : 1
+
+    # Hourly matching related inputs - read in different files depending on if time domain reduction is activated or not
+    TDR_directory = joinpath(path, setup["TimeDomainReductionFolder"])
+    # if TDR is used, my_dir = TDR_directory, else my_dir = "system"
+    if setup["TimeDomainReduction"] == 1 && time_domain_reduced_files_exist(TDR_directory)
+        my_dir = TDR_directory
+    else
+        # If TDR is not used, then use the "policies" directory specified in the setup
+        my_dir = path
+    end
+
+    filename = "Hourly_matching_requirement.csv"
+    hm_in = load_dataframe(joinpath(my_dir, filename))
+    inputs["HMCols"] = names(hm_in)[2:end]
+    # Absolute demand profiles and percentage matching targets for each hourly matching constriant
+    demand = Matrix(hm_in[2:end, 2:end]) ./ scale_factor # GWh if scaled, MWh if not scaled
+    matching_target = hm_in[1, 2:end] 
+    inputs["nHM"] = size(demand, 2)
+    inputs["dfHM_absolute"] = demand
+    inputs["dfHM_matching_target"] = matching_target
+    println(filename * " Successfully Read!")
+
+    # Zonal hourly matching demand based on fraction of load, if the file exists
+    filename = "Hourly_matching_requirement_zonal.csv"
+    if isfile(joinpath(path, filename))
+        df = load_dataframe(joinpath(path, filename))
+        mat = extract_matrix_from_dataframe(df, "HM")
+        inputs["dfHM_zonal"] = mat
+        println(filename * " Successfully Read!")
+    end
+
+    # Slack for hourly matching requirement, if the file exists
+    filename = "Hourly_matching_requirement_slack.csv"
+    if isfile(joinpath(path, filename))
+        df = load_dataframe(joinpath(path, filename))
+        inputs["dfHM_slack"] = df
+        inputs["dfHM_slack"][!, :PriceCap] ./= scale_factor # million $/GWh if scaled, $/MWh if not scaled
+        println(filename * " Successfully Read!")
+    end
+
+    
+end
diff --git a/src/load_inputs/load_inputs.jl b/src/load_inputs/load_inputs.jl
index aa1ee28a0e..f7e0c09e39 100644
--- a/src/load_inputs/load_inputs.jl
+++ b/src/load_inputs/load_inputs.jl
@@ -62,6 +62,10 @@ function load_inputs(setup::Dict, path::AbstractString)
         load_energy_share_requirement!(setup, policies_path, inputs)
     end
 
+    if setup["HourlyMatchingRequirement"] == 1
+        load_hourly_matching_requirement!(setup, policies_path, inputs)
+    end
+
     if setup["CO2Cap"] >= 1
         load_co2_cap!(setup, policies_path, inputs)
     end
diff --git a/src/load_inputs/load_network_data.jl b/src/load_inputs/load_network_data.jl
index ac7f2b1c8c..938ba9292a 100644
--- a/src/load_inputs/load_network_data.jl
+++ b/src/load_inputs/load_network_data.jl
@@ -69,7 +69,7 @@ function load_network_data!(setup::Dict, path::AbstractString, inputs_nw::Dict)
     end
 
     # Multi-Stage
-    if setup["MultiStage"] == 1
+    if setup["MultiStage"] == 1 
         # Weighted Average Cost of Capital for Transmission Expansion
         if setup["NetworkExpansion"] >= 1
             inputs_nw["transmission_WACC"] = to_floats(:WACC)
diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl
index 22d52f9258..34cd667bc9 100644
--- a/src/load_inputs/load_resources_data.jl
+++ b/src/load_inputs/load_resources_data.jl
@@ -36,17 +36,15 @@ function _get_policyfile_info()
     min_cap_filenames = ["Resource_minimum_capacity_requirement.csv"]
     max_cap_filenames = ["Resource_maximum_capacity_requirement.csv"]
     h2_demand_filenames = ["Resource_hydrogen_demand.csv"]
-    hourly_matching_filenames = ["Resource_hourly_matching.csv"]
+    hourly_matching_filenames = ["Resource_hourly_matching_requirement.csv"]
 
     policyfile_info = (
         esr = (filenames = esr_filenames, setup_param = "EnergyShareRequirement"),
         cap_res = (filenames = cap_res_filenames, setup_param = "CapacityReserveMargin"),
         min_cap = (filenames = min_cap_filenames, setup_param = "MinCapReq"),
         max_cap = (filenames = max_cap_filenames, setup_param = "MaxCapReq"),
-        h2_demand = (
-            filenames = h2_demand_filenames, setup_param = "HydrogenMinimumProduction"),
-        hourly_matching = (
-            filenames = hourly_matching_filenames, setup_param = "HourlyMatching")
+        hm = (filenames = hourly_matching_filenames, setup_param = "HourlyMatchingRequirement"),
+        h2_demand = (filenames = h2_demand_filenames, setup_param = "HydrogenMinimumProduction")
     )
     return policyfile_info
 end
@@ -526,36 +524,6 @@ function check_retrofit_resource(r::AbstractResource)
     return ErrorMsg.(error_strings)
 end
 
-function check_hydrogen_resources(r::AbstractResource)
-    error_strings = String[]
-
-    # check that qualified_hydrogen_supply is set only for non-electrolyzer resources
-    if isa(r, Electrolyzer) == true && qualified_hydrogen_supply(r) == true
-        e = string("Resource ", resource_name(r),
-            " is an Electrolyzer but has :qualified_hydrogen_supply = ",
-            qualified_hydrogen_supply(r), ".\n",
-            "This setting is valid only for resources that are not Electrolyzers.", "\n",
-            "Please check the documentation for the correct setting.")
-        push!(error_strings, e)
-    end
-    return ErrorMsg.(error_strings)
-end
-
-function check_qualified_hydrogen_supply(r::AbstractResource)
-    warning_strings = String[]
-
-    if qualified_hydrogen_supply(r) == 1
-        e = string("Resource ",
-            resource_name(r),
-            " has :qualified_hydrogen_supply = 1. However \n" *
-            "the :qualified_hydrogen_supply attribute is deprecated and will be removed in a future version. \n" *
-            "Please use the :qualified_supply column in the `Resource_hourly_matching.csv` file instead, and remove \n" *
-            "the :qualified_hydrogen_supply attribute from the resource file. \n" *
-            "Please see the documentation for more information.")
-        push!(warning_strings, e)
-    end
-    return WarnMsg.(warning_strings)
-end
 
 function check_allam_cycle_lox_multistage(setup::Dict, r::AbstractResource)
     error_strings = String[]
@@ -583,8 +551,6 @@ function check_resource(setup::Dict, r::AbstractResource)
     e = [e; check_fusion_applicability(setup, r)]
     e = [e; check_mustrun_reserve_contribution(r)]
     e = [e; check_retrofit_resource(r)]
-    e = [e; check_qualified_hydrogen_supply(r)]
-    e = [e; check_hydrogen_resources(r)]
     e = [e; check_allam_cycle_lox_multistage(setup, r)]
     e = [e; check_allam_cycle_lox_retrofit(r)]
     return e
@@ -733,7 +699,7 @@ function validate_policy_dataframe!(filename::AbstractString, policy_in::DataFra
     filter!(col -> col ≠ "resource", cols)
 
     accepted_cols = ["derating_factor", "esr", "esr_vrestor",
-        "h2_demand", "qualified_supply",
+        "h2_demand", "hm",
         [string(cap, type) for cap in ["min_cap", "max_cap"]
          for type in ("", "_stor", "_solar", "_wind")]...]
 
@@ -1293,27 +1259,6 @@ function add_resources_to_input_data!(inputs::Dict,
     inputs["NEW_CAP_CHARGE"] = new_cap_charge
     inputs["RET_CAP_CHARGE"] = ret_cap_charge
 
-    ### Hourly matching - qualified supply
-    inputs["QUALIFIED_SUPPLY"] = ids_with_policy(gen, qualified_supply, tag = 1)
-    ## this validations are for backward compatibility with previous version of the hourly matching constraint
-    # if HydrogenHourlyMatching is enabled, but HourlyMatching is not, enable HourlyMatching 
-    if setup["HydrogenHourlyMatching"] == 1 && setup["HourlyMatching"] == 0
-        Base.depwarn(
-            """HydrogenHourlyMatching is enabled, but HourlyMatching is not.
-            Switching HourlyMatching to 1 to enable backward compatibility with previous versions of constraint.""",
-            :add_resources_to_input_data!, force = true)
-        setup["HourlyMatching"] = 1
-    end
-    # if qualified_supply is empty but qualified_hydrogen_supply is not, use qualified_hydrogen_supply
-    if isempty(inputs["QUALIFIED_SUPPLY"]) &&
-       !isempty(ids_with(gen, qualified_hydrogen_supply))
-        Base.depwarn("""The column name :qualified_hydrogen_supply is deprecated. 
-        Please use the `Resource_hourly_matching.csv` instead. The resource attribute 
-        :qualified_hydrogen_supply will be removed in the future release.""",
-            :add_resources_to_input_data!, force = true)
-        inputs["QUALIFIED_SUPPLY"] = ids_with(gen, qualified_hydrogen_supply)
-    end
-
     ## Co-located resources
     # VRE and storage
     inputs["VRE_STOR"] = vre_stor(gen)
diff --git a/src/model/core/discharge/discharge.jl b/src/model/core/discharge/discharge.jl
index 073c755cc7..884aeb5e55 100644
--- a/src/model/core/discharge/discharge.jl
+++ b/src/model/core/discharge/discharge.jl
@@ -50,14 +50,10 @@ function discharge!(EP::Model, inputs::Dict, setup::Dict)
     end
 
     # Hourly Matching Policy
-    if setup["HourlyMatching"] == 1
-        QUALIFIED_SUPPLY = inputs["QUALIFIED_SUPPLY"]   # Resources that are qualified to contribute to hourly matching constraint
-        QUALIFIED_SUPPLY_BY_ZONE = map(1:Z) do z
-            return intersect(QUALIFIED_SUPPLY, resources_in_zone_by_rid(gen, z))
-        end
-        @expression(EP, eHMDischarge[t = 1:T, z = 1:Z],
-            sum(EP[:vP][y, t]
-            for y in QUALIFIED_SUPPLY_BY_ZONE[z]))
+    if setup["HourlyMatchingRequirement"] == 1
+        @expression(EP, eHMDischarge[t = 1:T, HM = 1:inputs["nHM"]],
+            sum(hm(gen[y], tag = HM) * EP[:vP][y, t]
+            for y in ids_with_policy(gen, hm, tag = HM)))
         add_similar_to_expression!(EP[:eHM], eHMDischarge)
     end
 end
diff --git a/src/model/generate_model.jl b/src/model/generate_model.jl
index 35db927611..5ff5714c53 100644
--- a/src/model/generate_model.jl
+++ b/src/model/generate_model.jl
@@ -108,8 +108,8 @@ function generate_model(setup::Dict, inputs::Dict, OPTIMIZER::MOI.OptimizerWithA
     end
 
     # Hourly Matching Requirement
-    if setup["HourlyMatching"] == 1
-        create_empty_expression!(EP, :eHM, (T, Z))
+    if setup["HourlyMatchingRequirement"] == 1
+        create_empty_expression!(EP, :eHM, (T, inputs["nHM"]))
     end
 
     if setup["MinCapReq"] == 1
@@ -230,8 +230,8 @@ function generate_model(setup::Dict, inputs::Dict, OPTIMIZER::MOI.OptimizerWithA
         energy_share_requirement!(EP, inputs, setup)
     end
 
-    # Energy Share Requirement
-    if setup["HourlyMatching"] == 1
+    # Hourly Matching Requirement
+    if setup["HourlyMatchingRequirement"] == 1
         hourly_matching!(EP, inputs)
     end
 
diff --git a/src/model/policies/hourly_matching.jl b/src/model/policies/hourly_matching.jl
index 283edfd1d6..3d233f6f94 100644
--- a/src/model/policies/hourly_matching.jl
+++ b/src/model/policies/hourly_matching.jl
@@ -2,12 +2,15 @@
 	hourly_matching!(EP::Model, inputs::Dict)
 
 This module defines the hourly matching policy constraint. 
-This constraint can be enabled by setting `HourlyMatching==1` in `genx_settings.yml`) requires generation from qualified resources ($y \in \mathcal{Qualified}$, indicated by `Qualified_Supply==1` in the `Resource_hourly_matching.csv` files) to be >= hourly consumption from electrolyzers in the zone and any charging by qualified storage within the zone used to help increase electrolyzer utilization:
+This constraint can be enabled by setting `HourlyMatchingRequirement==1` in `genx_settings.yml`) requires generation from qualified resources ($y \in \mathcal{HM\_i}$, indicated by `HM_i==1` in the `Resource_hourly_matching_requirement.csv` file) to be >= hourly consumption from specified sources of demand.
+Hourly demand for each constraint is specified as an absolute value time series via the `Hourly_matching_requirement.csv` input file, or as a fraction of total hourly demand in each zone via the optional `Hourly_matching_requirement_zonal.csv` input file.
+An hourly matching target percentage for each constraint is specified in the first row of `Hourly_matching_requirement.csv`.
+If the `Hourly_matching_requirement_slack.csv` file is present, it will be used to define a slack variable for each constraint, which can be used to further relax the constraint at a penalty to the objective function. 
 
 ```math
 \begin{aligned}
-	\sum_{y \in \{z \cap \mathcal{Qualified}\}} \Theta_{y,t} \geq \sum_{y \in \{z \cap \mathcal{EL}\}} \Pi_{y,t} + \sum_{y \in \{z \cap \mathcal{Qualified} \cap \mathcal{STOR}\}}  \Pi_{y,t}
-	\hspace{1cm} \forall z \in \mathcal{Z}, \forall t \in \mathcal{T},
+	\sum_{y \in \mathcal{hm}} \Theta_{y,t} - \sum_{y \in \mathcal{hm}} \Pi_{y,t} \geq \sum_{} D_{hm,t} + \sum_{} \mathcal{Shortfall}_{hm,t}
+	\hspace{1cm} \forall hm \in \mathcal{HM}, \forall t \in \mathcal{T},
 \end{aligned}
 ```
 
@@ -19,7 +22,39 @@ This constraint can be enabled by setting `HourlyMatching==1` in `genx_settings.
 function hourly_matching!(EP::Model, inputs::Dict)
     println("Hourly Matching Policies Module")
     T = inputs["T"]
-    Z = inputs["Z"]
+    nHM = inputs["nHM"]
+    
+    # Construct hourly matching demand by adding absolute profiles with zonal percentages, if applicable
+    @expression(EP, eHMDemand[t = 1:T, hm = 1:nHM],
+        inputs["dfHM_absolute"][t, hm])
+    if haskey(inputs, "dfHM_zonal")
+        @expression(EP, eHMDemandZonal[t = 1:T, hm = 1:nHM],
+            sum(inputs["pD"][t, z] * inputs["dfHM_zonal"][z, hm]
+            for z in findall(x -> x != 0, inputs["dfHM_zonal"][:, hm])))
+        add_similar_to_expression!(EP[:eHMDemand], EP[:eHMDemandZonal])
+    end
 
-    @constraint(EP, cHourlyMatching[t = 1:T, z = 1:Z], EP[:eHM][t, z]>=0)
+    # Define allowable shortfall in hourly matching requirement
+    @variable(EP, vHMShortFall[t = 1:T, hm = 1:nHM]>=0)
+    add_similar_to_expression!(EP[:eHM], vHMShortFall)
+    @constraint(EP, cHourlyMatchingSFLim[hm = 1:nHM], sum(EP[:vHMShortFall][t, hm] * inputs["omega"][t] for t in 1:T) 
+        <= (1-inputs["dfHM_matching_target"][hm])*sum(EP[:eHMDemand][t, hm] * inputs["omega"][t] for t in 1:T))
+
+
+    # if input files are present, add hourly matching requirement slack variables
+    if haskey(inputs, "dfHM_slack")
+        @variable(EP, vHMSlack[t = 1:T, hm = 1:nHM]>=0)
+        add_similar_to_expression!(EP[:eHM], vHMSlack)
+
+        @expression(EP,
+            eHMSlack_Year[hm = 1:nHM],
+            sum(EP[:vHMSlack][t, hm] * inputs["omega"][t] for t in 1:T))
+        @expression(EP,
+            eCHMSlack[hm = 1:nHM],
+            inputs["dfHM_slack"][hm, :PriceCap]*EP[:eHMSlack_Year][hm])
+        @expression(EP, eCTotalHMSlack, sum(EP[:eCHMSlack][hm] for hm in 1:nHM))
+        add_to_expression!(EP[:eObj], eCTotalHMSlack)
+    end
+
+    @constraint(EP, cHourlyMatching[t = 1:T, hm = 1:nHM], EP[:eHM][t, hm] >= EP[:eHMDemand][t, hm])
 end
diff --git a/src/model/resources/flexible_demand/flexible_demand.jl b/src/model/resources/flexible_demand/flexible_demand.jl
index 58cd91c334..57abe3137b 100644
--- a/src/model/resources/flexible_demand/flexible_demand.jl
+++ b/src/model/resources/flexible_demand/flexible_demand.jl
@@ -84,6 +84,13 @@ function flexible_demand!(EP::Model, inputs::Dict, setup::Dict)
         add_similar_to_expression!(EP[:eCapResMarBalance], eCapResMarBalanceFlex)
     end
 
+    # Hourly matching policy
+    if setup["HourlyMatchingRequirement"] == 1
+        @expression(EP, eHMFlex[t = 1:T, HM = 1:inputs["nHM"]],
+            sum(hm(gen[y], tag = HM) * (EP[:vCHARGE_FLEX][y, t]-2*EP[:vP][y, t])
+            for y in intersect(ids_with_policy(gen, hm, tag = HM), FLEX)))
+        add_similar_to_expression!(EP[:eHM], eHMFlex)
+    end
     ## Objective Function Expressions ##
 
     # Variable costs of "charging" for technologies "y" during hour "t" in zone "z"
diff --git a/src/model/resources/hydrogen/electrolyzer.jl b/src/model/resources/hydrogen/electrolyzer.jl
index f34f9d63a5..838d819b4f 100644
--- a/src/model/resources/hydrogen/electrolyzer.jl
+++ b/src/model/resources/hydrogen/electrolyzer.jl
@@ -151,13 +151,12 @@ function electrolyzer!(EP::Model, inputs::Dict, setup::Dict)
     end)
 
     ### Hydrogen Hourly Supply Matching Constraint ###
-    # Requires generation from qualified resources (indicated by Qualified_Hydrogen_Supply==1 in the resource .csv files)
-    # from within the same zone as the electrolyzers are located to be >= hourly consumption from electrolyzers in the zone
-    # (and any charging by qualified storage within the zone used to help increase electrolyzer utilization).
-    if setup["HydrogenHourlyMatching"] == 1 && setup["HourlyMatching"] == 1
-        @expression(EP, eHMElectrolyzer[t in 1:T, z in 1:Z],
-            -sum(EP[:vUSE][y, t]
-            for y in ELECTROLYZERS_BY_ZONE[z]))
+    # Adds electrolyzer power consumption to an hourly matching constraint, requiring that it be met with generation from resources
+    # tagged to the same constraint.
+    if setup["HourlyMatchingRequirement"] == 1
+        @expression(EP, eHMElectrolyzer[t in 1:T, HM in 1:inputs["nHM"]],
+            -sum(hm(gen[y], tag = HM) * EP[:vUSE][y, t]
+            for y in intersect(ids_with_policy(gen, hm, tag = HM), ELECTROLYZERS)))
         add_similar_to_expression!(EP[:eHM], eHMElectrolyzer)
     end
 
diff --git a/src/model/resources/resources.jl b/src/model/resources/resources.jl
index 66370b3fb9..1f5fd51136 100644
--- a/src/model/resources/resources.jl
+++ b/src/model/resources/resources.jl
@@ -642,10 +642,6 @@ function hydro_energy_to_power_ratio(r::AbstractResource)
     get(r, :hydro_energy_to_power_ratio, default_zero)
 end
 
-function qualified_hydrogen_supply(r::AbstractResource)
-    get(r, :qualified_hydrogen_supply, default_zero)
-end
-
 retrofit_id(r::AbstractResource)::String = get(r, :retrofit_id, "None")
 function retrofit_efficiency(r::AbstractResource)
     is_retrofit_option(r) && return get(r, :retrofit_efficiency, 1.0)
@@ -723,8 +719,8 @@ ramp_up_fraction(r::VarPower) = get(r, :ramp_up_percentage, default_percent)
 ramp_down_fraction(r::VarPower) = get(r, :ramp_dn_percentage, default_percent)
 
 # Retirement - Multistage
-lifetime(r::Storage) = get(r, :lifetime, 15)
-lifetime(r::AbstractResource) = get(r, :lifetime, 30)
+lifetime(r::Storage)::Int64 = get(r, :lifetime, 15)
+lifetime(r::AbstractResource)::Int64 = get(r, :lifetime, 30)
 capital_recovery_period(r::Storage) = get(r, :capital_recovery_period, 15)
 capital_recovery_period(r::AbstractResource) = get(r, :capital_recovery_period, 30)
 tech_wacc(r::AbstractResource) = get(r, :wacc, default_zero)
@@ -744,14 +740,12 @@ mga(r::AbstractResource) = get(r, :mga, default_zero)
 
 # policies
 esr(r::AbstractResource; tag::Int64) = get(r, Symbol("esr_$tag"), default_zero)
+hm(r::AbstractResource; tag::Int64) = get(r, Symbol("hm_$tag"), default_zero)
 min_cap(r::AbstractResource; tag::Int64) = get(r, Symbol("min_cap_$tag"), default_zero)
 max_cap(r::AbstractResource; tag::Int64) = get(r, Symbol("max_cap_$tag"), default_zero)
 function derating_factor(r::AbstractResource; tag::Int64)
     get(r, Symbol("derating_factor_$tag"), default_zero)
 end
-function qualified_supply(r::AbstractResource; tag::Int64)
-    get(r, Symbol("qualified_supply_$tag"), default_zero)
-end
 
 # write_outputs
 region(r::AbstractResource) = r.region
diff --git a/src/model/resources/storage/storage_all.jl b/src/model/resources/storage/storage_all.jl
index e230f2ef89..a5410d8d18 100644
--- a/src/model/resources/storage/storage_all.jl
+++ b/src/model/resources/storage/storage_all.jl
@@ -9,7 +9,7 @@ function storage_all!(EP::Model, inputs::Dict, setup::Dict)
 
     gen = inputs["RESOURCES"]
     CapacityReserveMargin = setup["CapacityReserveMargin"] > 0
-    HourlyMatching = setup["HourlyMatching"]
+    HourlyMatching = setup["HourlyMatchingRequirement"] > 0
 
     virtual_discharge_cost = inputs["VirtualChargeDischargeCost"]
 
@@ -23,7 +23,6 @@ function storage_all!(EP::Model, inputs::Dict, setup::Dict)
 
     START_SUBPERIODS = inputs["START_SUBPERIODS"]
     INTERIOR_SUBPERIODS = inputs["INTERIOR_SUBPERIODS"]
-    QUALIFIED_SUPPLY = inputs["QUALIFIED_SUPPLY"]   # Resources that are qualified to contribute to hourly matching constraint
 
     hours_per_subperiod = inputs["hours_per_subperiod"] #total number of hours per subperiod
     weight = inputs["omega"]
@@ -138,12 +137,10 @@ function storage_all!(EP::Model, inputs::Dict, setup::Dict)
         end)
 
     # Hourly matching constraints
-    if HourlyMatching == 1
-        QUALIFIED_STOR_ALL_BY_ZONE = map(1:Z) do z
-            return intersect(QUALIFIED_SUPPLY, STOR_ALL, resources_in_zone_by_rid(gen, z))
-        end
-        @expression(EP, eHMCharge[t = 1:T, z = 1:Z],
-            -sum(vCHARGE[y, t] for y in QUALIFIED_STOR_ALL_BY_ZONE[z]))
+    if HourlyMatching
+        @expression(EP, eHMCharge[t = 1:T, HM = 1:inputs["nHM"]],
+            -sum(hm(gen[y], tag = HM) * EP[:vCHARGE][y, t]
+            for y in intersect(ids_with_policy(gen, hm, tag = HM), STOR_ALL)))
         add_similar_to_expression!(EP[:eHM], eHMCharge)
     end
     ## Patrick Bryant's suggestion implementation - Start
diff --git a/src/time_domain_reduction/time_domain_reduction.jl b/src/time_domain_reduction/time_domain_reduction.jl
index 36aa7ecb6d..a349f24525 100644
--- a/src/time_domain_reduction/time_domain_reduction.jl
+++ b/src/time_domain_reduction/time_domain_reduction.jl
@@ -682,6 +682,11 @@ function cluster_inputs(inpath,
     Fuel_Outfile = joinpath(TimeDomainReductionFolder, "Fuels_data.csv")
     PMap_Outfile = joinpath(TimeDomainReductionFolder, "Period_map.csv")
     YAML_Outfile = joinpath(TimeDomainReductionFolder, "time_domain_reduction_settings.yml")
+    
+    HourlyMatching = mysetup["HourlyMatchingRequirement"]
+    if HourlyMatching == 1
+        HM_Outfile = joinpath(TimeDomainReductionFolder, "Hourly_matching_requirement.csv")
+    end
 
     # Define a local version of the setup so that you can modify the mysetup["ParameterScale"] value to be zero in case it is 1
     mysetup_local = copy(mysetup)
@@ -1135,6 +1140,7 @@ function cluster_inputs(inpath,
     gvDFs = [] # Generators Variability DataFrames - Just Resource Profiles
     dmDFs = [] # Demand Profile DataFrames - Just Demand Profiles
     fpDFs = [] # Fuel Profile DataFrames - Just Fuel Profiles
+    hmDFs = [] # Hourly Matching DataFrames - Optional, if Hourly Matching is required
 
     for m in 1:NClusters
         rpDF = DataFrame(Dict(NewColNames[i] => ClusterOutputData[!, m][(TimestepsPerRepPeriod * (i - 1) + 1):(TimestepsPerRepPeriod * i)]
@@ -1182,12 +1188,22 @@ function cluster_inputs(inpath,
         push!(gvDFs, gvDF)
         push!(dmDFs, dmDF)
         push!(fpDFs, fpDF)
+
+        # Process Hourly Matching profiles if needed
+        if mysetup["HourlyMatchingRequirement"] == 1
+            hmDF = DataFrame(Dict(myinputs["HMCols"][i] => myinputs["dfHM_absolute"][(TimestepsPerRepPeriod * (M[m]-1) + 1):(TimestepsPerRepPeriod * M[m]), i] for i in 1:length(myinputs["HMCols"])))
+            push!(hmDFs, hmDF)
+        end
     end
     FinalOutputData = vcat(rpDFs...)  # For comparisons with input data to evaluate clustering process
     GVOutputData = vcat(gvDFs...)     # Generators Variability
     DMOutputData = vcat(dmDFs...)     # Demand Profiles
     FPOutputData = vcat(fpDFs...)     # Fuel Profiles
 
+    if mysetup["HourlyMatchingRequirement"] == 1
+        HMOutputData = vcat(hmDFs...)
+    end
+
     ##### Step 5: Evaluation
 
     InputDataTest = InputData[(InputData.Group .<= NumDataPoints * 1.0), :]
@@ -1243,6 +1259,9 @@ function cluster_inputs(inpath,
                 Stage_Outfiles[per]["Fuel"] = joinpath("inputs_p$per", Fuel_Outfile)
                 Stage_Outfiles[per]["PMap"] = joinpath("inputs_p$per", PMap_Outfile)
                 Stage_Outfiles[per]["YAML"] = joinpath("inputs_p$per", YAML_Outfile)
+                if mysetup["HourlyMatchingRequirement"] == 1
+                    Stage_Outfiles[per]["HM"] = joinpath("inputs_p$per", HM_Outfile)
+                end
                 if !isempty(inputs_dict[per]["VRE_STOR"])
                     Stage_Outfiles[per]["GSolar"] = joinpath("inputs_p$per",
                         SolarVar_Outfile)
@@ -1351,6 +1370,24 @@ function cluster_inputs(inpath,
                 CSV.write(joinpath(inpath, "inputs", Stage_Outfiles[per]["Fuel"]),
                     NewFuelOutput)
 
+                if mysetup["HourlyMatchingRequirement"] == 1
+                    hm_in = load_dataframe(joinpath(inpath,
+                        "inputs",
+                        "inputs_p$per",
+                        mysetup["PoliciesFolder"],
+                        "Hourly_matching_requirement.csv"))
+                    select!(hm_in, Not(:Time_Index))
+                    SepFirstRow = DataFrame(hm_in[1, :])
+                    NewHMOutput = vcat(SepFirstRow, HMOutputData)
+                    rename!(NewHMOutput, myinputs["HMCols"])
+                    insertcols!(NewHMOutput, 1, :Time_Index => 0:(size(NewHMOutput, 1) - 1))
+                    if v
+                        println("Writing hourly matching profiles...")
+                    end
+                    CSV.write(joinpath(inpath,"inputs", Stage_Outfiles[per]["HM"]),
+                        NewHMOutput)
+                end
+
                 ### TDR_Results/Period_map.csv
                 if v
                     println("Writing period map...")
@@ -1497,6 +1534,28 @@ function cluster_inputs(inpath,
             CSV.write(joinpath(inpath, "inputs", input_stage_directory, Fuel_Outfile),
                 NewFuelOutput)
 
+            if mysetup["HourlyMatchingRequirement"] == 1
+                ### TDR_Results/HM_data.csv
+                hm_in = load_dataframe(joinpath(inpath,
+                    "inputs",
+                    input_stage_directory,
+                    mysetup["PoliciesFolder"],
+                    "Hourly_matching_requirement.csv"))
+                select!(hm_in, Not(:Time_Index))
+                SepFirstRow = DataFrame(hm_in[1, :])
+                NewHMOutput = vcat(SepFirstRow, HMOutputData)
+                rename!(NewHMOutput, myinputs["HMCols"])
+                insertcols!(NewHMOutput, 1, :Time_Index => 0:(size(NewHMOutput, 1) - 1))
+                if v
+                    println("Writing hourly matching profiles...")
+                end
+                CSV.write(joinpath(inpath,
+                    "inputs",
+                    input_stage_directory,
+                    HM_Outfile),
+                    NewHMOutput)
+            end
+
             ### Period_map.csv
             if v
                 println("Writing period map...")
@@ -1612,6 +1671,22 @@ function cluster_inputs(inpath,
         end
         CSV.write(joinpath(inpath, Fuel_Outfile), NewFuelOutput)
 
+        if mysetup["HourlyMatchingRequirement"] == 1
+            ### TDR_Results/HM_data.csv
+            hm_in = load_dataframe(joinpath(inpath,
+                mysetup["PoliciesFolder"],
+                "Hourly_matching_requirement.csv"))
+            select!(hm_in, Not(:Time_Index))
+            SepFirstRow = DataFrame(hm_in[1, :])
+            NewHMOutput = vcat(SepFirstRow, HMOutputData)
+            rename!(NewHMOutput, myinputs["HMCols"])
+            insertcols!(NewHMOutput, 1, :Time_Index => 0:(size(NewHMOutput, 1) - 1))
+            if v
+                println("Writing hourly matching profiles...")
+            end
+            CSV.write(joinpath(inpath,HM_Outfile), NewHMOutput)
+        end
+
         ### TDR_Results/Period_map.csv
         if v
             println("Writing period map...")
diff --git a/src/write_outputs/capacity_reserve_margin/write_reserve_margin_slack.jl b/src/write_outputs/capacity_reserve_margin/write_reserve_margin_slack.jl
index f6d71e4fb4..3248353b65 100644
--- a/src/write_outputs/capacity_reserve_margin/write_reserve_margin_slack.jl
+++ b/src/write_outputs/capacity_reserve_margin/write_reserve_margin_slack.jl
@@ -14,7 +14,7 @@ function write_reserve_margin_slack(path::AbstractString,
     end
 
     if setup["WriteOutputs"] == "annual"
-        CSV.write(joinpath(path, "ReserveMargin_prices_and_penalties.csv"), dfResMar_slack)
+        CSV.write(joinpath(path, "ReserveMargin_slack_and_penalties.csv"), dfResMar_slack)
     else     # setup["WriteOutputs"] == "full"
         temp_ResMar_slack = value.(EP[:vCapResSlack])
         if setup["ParameterScale"] == 1
@@ -22,7 +22,7 @@ function write_reserve_margin_slack(path::AbstractString,
         end
         dfResMar_slack = hcat(dfResMar_slack,
             DataFrame(temp_ResMar_slack, [Symbol("t$t") for t in 1:T]))
-        CSV.write(joinpath(path, "ReserveMargin_prices_and_penalties.csv"),
+        CSV.write(joinpath(path, "ReserveMargin_slack_and_penalties.csv"),
             dftranspose(dfResMar_slack, false),
             writeheader = false)
     end
diff --git a/src/write_outputs/hydrogen/write_hourly_matching_prices.jl b/src/write_outputs/hourly_matching_requirement/write_hourly_matching_prices.jl
similarity index 61%
rename from src/write_outputs/hydrogen/write_hourly_matching_prices.jl
rename to src/write_outputs/hourly_matching_requirement/write_hourly_matching_prices.jl
index 92fe82c0b6..7a6d209564 100644
--- a/src/write_outputs/hydrogen/write_hourly_matching_prices.jl
+++ b/src/write_outputs/hourly_matching_requirement/write_hourly_matching_prices.jl
@@ -1,13 +1,20 @@
+@doc raw"""
+	write_hourly_matching_prices(path::AbstractString, inputs::Dict, setup::Dict, EP::Model)
+
+Function for reporting the shadow price of each hourly matching constraint in each timestep.
+GenX will print this file only when an hourly matching requirement is modeled and the shadow price can be obtained form the solver.
+Each column corresponds to an hourly matching constraint, and each row corresponds to a timestep.
+"""
 function write_hourly_matching_prices(path::AbstractString,
         inputs::Dict,
         setup::Dict,
         EP::Model)
     T = inputs["T"]     # Number of time steps (hours)
-    Z = inputs["Z"]     # Number of zones
+    nHM = inputs["nHM"]     # Number of zones
     scale_factor = setup["ParameterScale"] == 1 ? ModelScalingFactor : 1
 
     ## Extract dual variables of constraints
-    dfHourlyMatchPrices = DataFrame(Zone = 1:Z) # The unit is $/MWh
+    dfHourlyMatchPrices = DataFrame(hm = 1:nHM) # The unit is $/MWh
     # Dividing dual variable for each hour with corresponding hourly weight to retrieve marginal cost of the constraint
     price = dual.(EP[:cHourlyMatching]) ./ inputs["omega"] * scale_factor
     dfHourlyMatchPrices = hcat(dfHourlyMatchPrices,
@@ -18,6 +25,5 @@ function write_hourly_matching_prices(path::AbstractString,
 
     CSV.write(joinpath(path, "hourly_matching_prices.csv"),
         dftranspose(dfHourlyMatchPrices, false), writeheader = false)
-
     return nothing
 end
diff --git a/src/write_outputs/hourly_matching_requirement/write_hourly_matching_revenue.jl b/src/write_outputs/hourly_matching_requirement/write_hourly_matching_revenue.jl
new file mode 100644
index 0000000000..20fbd1dfb0
--- /dev/null
+++ b/src/write_outputs/hourly_matching_requirement/write_hourly_matching_revenue.jl
@@ -0,0 +1,60 @@
+@doc raw"""
+	write_hourly_matching_revenue(path::AbstractString, inputs::Dict, setup::Dict, EP::Model)
+
+Function for reporting the hourly matching revenue earned by each generator listed in the input file.
+GenX will print this file only when an hourly matching requirement is modeled and the shadow price can be obtained form the solver.
+Each row corresponds to a generator, and each column starting from the is the total revenue from each hourly matching constraint.
+The revenue is calculated as the net generation in each time step multiplied by the shadow price, and then the sum is taken over all modeled time steps.
+The last column is the total revenue received from all hourly matching constraints.
+"""
+function write_hourly_matching_revenue(path::AbstractString,
+        inputs::Dict,
+        setup::Dict,
+        EP::Model)
+    scale_factor = setup["ParameterScale"] == 1 ? ModelScalingFactor : 1
+    gen = inputs["RESOURCES"]
+    nHM = inputs["nHM"]
+    regions = region.(gen)
+    clusters = cluster.(gen)
+    zones = zone_id.(gen)
+
+    G = inputs["G"]     # Number of resources (generators, storage, DR, and DERs)
+    T = inputs["T"]     # Number of time steps (hours)
+    ELECTROLYZERS = inputs["ELECTROLYZER"]
+    STOR_ALL = inputs["STOR_ALL"]
+    FLEX = inputs["FLEX"]
+    NONFLEX = setdiff(collect(1:G), FLEX)
+    NONFLEXGEN = setdiff(NONFLEX, STOR_ALL)
+    NONFLEXSTOR = intersect(NONFLEX, STOR_ALL)
+
+    dfHMRevenue = DataFrame(Region = regions,
+        Resource = inputs["RESOURCE_NAMES"],
+        Zone = zones,
+        Cluster = clusters)
+    annual_sum = zeros(G)
+    for i in 1:nHM
+        weighted_price = dual.(EP[:cHourlyMatching][:, i]) * scale_factor
+        temphmrev = zeros(G)
+        temphmrev[NONFLEXGEN] = hm.(gen[NONFLEXGEN], tag = i) .* 
+                                (value.(EP[:vP][NONFLEXGEN, :]) * weighted_price)
+        if !isempty(STOR_ALL)
+            temphmrev[NONFLEXSTOR] = hm.(gen[NONFLEXSTOR], tag = i) .*
+                                    ((value.(EP[:vP][NONFLEXSTOR, :]) - value.(EP[:vCHARGE][NONFLEXSTOR, :]).data) * weighted_price)
+        end
+        if !isempty(FLEX)
+            temphmrev[FLEX] = hm.(gen[FLEX], tag = i) .*
+                              ((value.(EP[:vCHARGE_FLEX][FLEX,:]).data - value.(EP[:vP][FLEX, :])) * weighted_price)
+        end
+        if !isempty(ELECTROLYZERS)
+            temphmrev[ELECTROLYZERS] = hm.(gen[ELECTROLYZERS], tag = i) .*
+                                       (-value.(EP[:vUSE][ELECTROLYZERS, :]).data * weighted_price)
+        end
+
+        temphmrev *= scale_factor
+        annual_sum .+= temphmrev
+        dfHMRevenue = hcat(dfHMRevenue, DataFrame([temphmrev], [Symbol("HM_$i")]))
+    end
+    dfHMRevenue.AnnualSum = annual_sum
+    CSV.write(joinpath(path, "HourlyMatchingRevenue.csv"), dfHMRevenue)
+    return dfHMRevenue
+end
diff --git a/src/write_outputs/hourly_matching_requirement/write_hourly_matching_slack.jl b/src/write_outputs/hourly_matching_requirement/write_hourly_matching_slack.jl
new file mode 100644
index 0000000000..7cc14ab54c
--- /dev/null
+++ b/src/write_outputs/hourly_matching_requirement/write_hourly_matching_slack.jl
@@ -0,0 +1,36 @@
+@doc raw"""
+	write_hourly_matching_slack(path::AbstractString, inputs::Dict, setup::Dict, EP::Model)
+
+Function for reporting the value of the slack variable for each hourly matching constraint in each timestep and the total objective function cost.
+GenX will print this file only when an hourly matching requirement is modeled, an optional slack variable is created, and the shadow price can be obtained form the solver.
+"""
+function write_hourly_matching_slack(path::AbstractString,
+        inputs::Dict,
+        setup::Dict,
+        EP::Model)
+    nHM = inputs["nHM"]
+    T = inputs["T"] 
+    dfHM_slack = DataFrame(HM_Constraint = [Symbol("HM_$hm") for hm in 1:nHM],
+        AnnualSum = value.(EP[:eHMSlack_Year]),
+        Penalty = value.(EP[:eCHMSlack]))
+
+    if setup["ParameterScale"] == 1
+        dfHM_slack.AnnualSum .*= ModelScalingFactor # Convert GW to MW
+        dfHM_slack.Penalty .*= ModelScalingFactor^2 # Convert Million $ to $
+    end
+
+    if setup["WriteOutputs"] == "annual"
+        CSV.write(joinpath(path, "HourlyMatching_slack_and_penalties.csv"), dfHM_slack)
+    else     # setup["WriteOutputs"] == "full"
+        temp_HM_slack = transpose(value.(EP[:vHMSlack]))
+        if setup["ParameterScale"] == 1
+            temp_HM_slack .*= ModelScalingFactor # Convert GW to MW
+        end
+        dfHM_slack = hcat(dfHM_slack,
+            DataFrame(temp_HM_slack, [Symbol("t$t") for t in 1:T]))
+        CSV.write(joinpath(path, "HourlyMatching_slack_and_penalties.csv"),
+            dftranspose(dfHM_slack, false),
+            writeheader = false)
+    end
+    return nothing
+end
diff --git a/src/write_outputs/write_net_revenue.jl b/src/write_outputs/write_net_revenue.jl
index 55f9a16b99..2385bb6409 100644
--- a/src/write_outputs/write_net_revenue.jl
+++ b/src/write_outputs/write_net_revenue.jl
@@ -9,6 +9,7 @@ function write_net_revenue(path::AbstractString,
         EP::Model,
         dfCap::DataFrame,
         dfESRRev::DataFrame,
+        dfHMRevenue::DataFrame,
         dfResRevenue::DataFrame,
         dfChargingcost::DataFrame,
         dfPower::DataFrame,
@@ -203,7 +204,7 @@ function write_net_revenue(path::AbstractString,
         dfNetRevenue.SubsidyRevenue = dfSubRevenue[1:G, :SubsidyRevenue] # Unit is confirmed to be US$
     end
 
-    # Add energy and subsidy revenue to the dataframe
+    # Add operating reserves revenue to the dataframe
     dfNetRevenue.OperatingReserveRevenue = zeros(nrow(dfNetRevenue))
     dfNetRevenue.OperatingRegulationRevenue = zeros(nrow(dfNetRevenue))
     if setup["OperationalReserves"] > 0 && has_duals(EP)
@@ -223,6 +224,12 @@ function write_net_revenue(path::AbstractString,
         dfNetRevenue.ESRRevenue = dfESRRev[1:G, :Total]
     end
 
+    # Add hourly matching revenue to the dataframe
+    dfNetRevenue.HMRevenue = zeros(nrow(dfNetRevenue))
+    if setup["HourlyMatchingRequirement"] > 0 && has_duals(EP) # The unit is confirmed to be $
+        dfNetRevenue.HMRevenue = dfHMRevenue[1:G, :AnnualSum]
+    end
+
     # Calculate emissions cost
     dfNetRevenue.EmissionsCost = zeros(nrow(dfNetRevenue))
     if setup["CO2Cap"] >= 1 && has_duals(EP)
@@ -259,13 +266,14 @@ function write_net_revenue(path::AbstractString,
         dfNetRevenue.RegSubsidyRevenue = dfRegSubRevenue[1:G, :SubsidyRevenue]
     end
 
-    dfNetRevenue.Revenue = dfNetRevenue.EnergyRevenue
-    .+dfNetRevenue.SubsidyRevenue
-    .+dfNetRevenue.ReserveMarginRevenue
-    .+dfNetRevenue.ESRRevenue
-    .+dfNetRevenue.RegSubsidyRevenue
-    .+dfNetRevenue.OperatingReserveRevenue
-    .+dfNetRevenue.OperatingRegulationRevenue
+    dfNetRevenue.Revenue = (dfNetRevenue.EnergyRevenue .+
+                            dfNetRevenue.SubsidyRevenue .+
+                            dfNetRevenue.ReserveMarginRevenue .+
+                            dfNetRevenue.ESRRevenue .+
+                            dfNetRevenue.HMRevenue .+
+                            dfNetRevenue.RegSubsidyRevenue .+
+                            dfNetRevenue.OperatingReserveRevenue .+
+                            dfNetRevenue.OperatingRegulationRevenue)
 
     dfNetRevenue.Cost = (dfNetRevenue.Inv_cost_MW .+
                          dfNetRevenue.Inv_cost_MWh .+
diff --git a/src/write_outputs/write_outputs.jl b/src/write_outputs/write_outputs.jl
index e8ce378e71..8779c3a783 100644
--- a/src/write_outputs/write_outputs.jl
+++ b/src/write_outputs/write_outputs.jl
@@ -348,6 +348,40 @@ function write_outputs(EP::Model, path::AbstractString, setup::Dict, inputs::Dic
             end
         end
 
+        dfHMRevenue = DataFrame()
+        if setup["HourlyMatchingRequirement"] == 1 && has_duals(EP)
+            if output_settings_d["WriteHourlyMatchingPrices"]
+                elapsed_time_hourly_matching_prices = @elapsed write_hourly_matching_prices(
+                    path,
+                    inputs,
+                    setup,
+                    EP)
+                println("Time elapsed for writing hourly matching prices is")
+                println(elapsed_time_hourly_matching_prices)
+            end
+
+            if output_settings_d["WriteHourlyMatchingRevenue"] ||
+               output_settings_d["WriteNetRevenue"]
+                 elapsed_time_hm_rev = @elapsed dfHMRevenue = write_hourly_matching_revenue(
+                     path,
+                     inputs,
+                     setup,
+                     EP)
+                 println("Time elapsed for writing hourly matching revenue is")
+                 println(elapsed_time_hm_rev)
+             end
+ 
+             if haskey(inputs, "dfHM_slack") &&
+                output_settings_d["WriteHourlyMatchingSlack"]
+                 elapsed_time_hm_slack = @elapsed write_hourly_matching_slack(path,
+                     inputs,
+                     setup,
+                     EP)
+                 println("Time elapsed for writing hourly matching slack is")
+                 println(elapsed_time_hm_slack)
+             end
+        end
+        
         dfResRevenue = DataFrame()
         if setup["CapacityReserveMargin"] == 1 && has_duals(EP)
             if output_settings_d["WriteReserveMargin"]
@@ -366,12 +400,12 @@ function write_outputs(EP::Model, path::AbstractString, setup::Dict, inputs::Dic
             end
 
             if output_settings_d["WriteVirtualDischarge"]
-                elapsed_time_virtual_discharge = @elapsed write_virtual_discharge(path,
-                    inputs,
-                    setup,
-                    EP)
-                println("Time elapsed for writing virtual discharge is")
-                println(elapsed_time_virtual_discharge)
+               elapsed_time_virtual_discharge = @elapsed write_virtual_discharge(path,
+                   inputs,
+                   setup,
+                   EP)
+               println("Time elapsed for writing virtual discharge is")
+               println(elapsed_time_virtual_discharge)
             end
 
             if output_settings_d["WriteReserveMarginRevenue"] ||
@@ -451,17 +485,10 @@ function write_outputs(EP::Model, path::AbstractString, setup::Dict, inputs::Dic
                 println("Time elapsed for writing hydrogen prices is")
                 println(elapsed_time_hydrogen_prices)
             end
-            if setup["HourlyMatching"] == 1 &&
-               output_settings_d["WriteHourlyMatchingPrices"]
-                elapsed_time_hourly_matching_prices = @elapsed write_hourly_matching_prices(
-                    path,
-                    inputs,
-                    setup,
-                    EP)
-                println("Time elapsed for writing hourly matching prices is")
-                println(elapsed_time_hourly_matching_prices)
-            end
         end
+        
+
+
 
         if output_settings_d["WriteNetRevenue"]
             elapsed_time_net_rev = @elapsed write_net_revenue(path,
@@ -470,6 +497,7 @@ function write_outputs(EP::Model, path::AbstractString, setup::Dict, inputs::Dic
                 EP,
                 dfCap,
                 dfESRRev,
+                dfHMRevenue,
                 dfResRevenue,
                 dfChargingcost,
                 dfPower,
diff --git a/test/electrolyzer/policies/Hourly_matching_requirement.csv b/test/electrolyzer/policies/Hourly_matching_requirement.csv
new file mode 100644
index 0000000000..6a5636483c
--- /dev/null
+++ b/test/electrolyzer/policies/Hourly_matching_requirement.csv
@@ -0,0 +1,122 @@
+Time_Index,HM_1
+0,1
+1,0
+2,0
+3,0
+4,0
+5,0
+6,0
+7,0
+8,0
+9,0
+10,0
+11,0
+12,0
+13,0
+14,0
+15,0
+16,0
+17,0
+18,0
+19,0
+20,0
+21,0
+22,0
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,0
+45,0
+46,0
+47,0
+48,0
+49,0
+50,0
+51,0
+52,0
+53,0
+54,0
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,0
+71,0
+72,0
+73,0
+74,0
+75,0
+76,0
+77,0
+78,0
+79,0
+80,0
+81,0
+82,0
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,0
+94,0
+95,0
+96,0
+97,0
+98,0
+99,0
+100,0
+101,0
+102,0
+103,0
+104,0
+105,0
+106,0
+107,0
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
diff --git a/test/electrolyzer/resources/policy_assignments/Resource_hourly_matching.csv b/test/electrolyzer/resources/policy_assignments/Resource_hourly_matching_requirement.csv
similarity index 64%
rename from test/electrolyzer/resources/policy_assignments/Resource_hourly_matching.csv
rename to test/electrolyzer/resources/policy_assignments/Resource_hourly_matching_requirement.csv
index 3578faded9..177a779ec6 100644
--- a/test/electrolyzer/resources/policy_assignments/Resource_hourly_matching.csv
+++ b/test/electrolyzer/resources/policy_assignments/Resource_hourly_matching_requirement.csv
@@ -1,4 +1,5 @@
-Resource,Qualified_Supply
+Resource,HM_1
 solar_pv,1
 onshore_wind,0
 battery_for_electrolyzer,1
+electrolyzer,1
diff --git a/test/load_resources/test_gen_non_colocated/generators_data.csv b/test/load_resources/test_gen_non_colocated/generators_data.csv
index 3d5f210cb5..1f75d83a2f 100644
--- a/test/load_resources/test_gen_non_colocated/generators_data.csv
+++ b/test/load_resources/test_gen_non_colocated/generators_data.csv
@@ -1,63 +1,63 @@
-region,cluster,Resource,Resource_Type,MGA,R_ID,Zone,THERM,STOR,HYDRO,FLEX,MUST_RUN,VRE,ELECTROLYZER,Num_VRE_Bins,LDS,CapRes_1,ESR_1,ESR_2,Existing_Cap_MW,Existing_Charge_Cap_MW,Existing_Cap_MWh,New_Build,Can_Retire,Cap_Size,Min_Cap_MW,Max_Cap_MW,Min_Charge_Cap_MW,Max_Charge_Cap_MW,Min_Cap_MWh,Max_Cap_MWh,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Heat_Rate_MMBTU_per_MWh,Fuel,Min_Power,Self_Disch,Eff_Up,Eff_Down,Hydro_Energy_to_Power_Ratio,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Ramp_Up_Percentage,Ramp_Dn_Percentage,Up_Time,Down_Time,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MinCapTag_1,MinCapTag_2,MinCapTag_3,Hydrogen_MWh_Per_Tonne,Electrolyzer_Min_kt,Hydrogen_Price_Per_Tonne,Qualified_Hydrogen_Supply,PWFU_Fuel_Usage_Zero_Load_MMBTU_per_h,PWFU_Heat_Rate_MMBTU_per_MWh_1,PWFU_Heat_Rate_MMBTU_per_MWh_2,PWFU_Load_Point_MW_1,PWFU_Load_Point_MW_2,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton,Biomass,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW,MULTI_FUELS,Num_Fuels,Fuel1,Heat_Rate1_MMBTU_per_MWh,Fuel1_Min_Cofire_Level,Fuel1_Min_Cofire_Level_Start,Fuel1_Max_Cofire_Level,Fuel1_Max_Cofire_Level_Start,Fuel2,Heat_Rate2_MMBTU_per_MWh,Fuel2_Min_Cofire_Level,Fuel2_Max_Cofire_Level,Fuel2_Min_Cofire_Level_Start,Fuel2_Max_Cofire_Level_Start
-NENGREST,1,NENGREST_conventional_hydroelectric_1,conventional_hydroelectric,1,2,1,0,0,1,0,0,0,0,0,1,0.8,0,1,662.983,0,0,0,0,11.24,0,0,0,-1,-1,-1,0,46475,0,0,0,0,0,0,0,0,9.12,None,0.117,0,1,1,1,0,0,0,0,1,0.083,0.083,0,0,0.006916667,0.013833333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.039,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
-NENG_CT,1,NENG_CT_conventional_hydroelectric_1,conventional_hydroelectric,1,15,2,0,0,1,0,0,0,0,0,1,0.8,0,1,67.7,0,0,0,0,13.54,0,0,0,-1,-1,-1,0,46475,0,0,0,0,0,0,0,0,9.12,None,0.18,0,1,1,1,0,0,0,0,1,0.083,0.083,0,0,0.006916667,0.013833333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.017,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
-NENG_ME,1,NENG_ME_conventional_hydroelectric_1,conventional_hydroelectric,1,26,3,0,0,1,0,0,0,0,0,1,0.8,0,1,327.81,0,0,0,0,7.8,0,0,0,-1,-1,-1,0,46475,0,0,0,0,0,0,0,0,9.12,None,0.402,0,1,1,1,0,0,0,0,1,0.083,0.083,0,0,0.006916667,0.013833333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.024,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
-NENGREST,1,NENGREST_biomass_1,biomass,1,1,1,1,0,0,0,0,0,0,0,0,0.93,1,1,106.062,0,0,0,0,3.21,0,0,0,-1,-1,-1,0,122976,0,0,0,0,5.08,0,0,0,14.58,None,0.45,0,1,1,1,0,0,0,0,1,1,1,0,0,0.083333333,0.166666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.027,20,20,0,0,0,1,2,mountain_naturalgas,6.36,0,0,0.12,1,hydrogen,6.36,0,0.12,0,0.12
-NENGREST,1,NENGREST_natural_gas_fired_combined_cycle_1,natural_gas_fired_combined_cycle,1,4,1,1,0,0,0,0,0,0,0,0,0.93,0,0,7077.3,0,0,0,1,471.82,0,0,0,-1,-1,-1,0,10287,0,0,0,0,3.55,0,91,2,7.43,NENGREST_NG,0.468,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,400,6,7.2,160,250,0,0,-39,0,0.0195,20,20,0,0,0,1,2,mountain_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENGREST,2,NENGREST_natural_gas_fired_combined_cycle_2,natural_gas_fired_combined_cycle,1,5,1,1,0,0,0,0,0,0,0,0,0.93,0,0,2684.803,0,0,0,1,244.07,0,0,0,-1,-1,-1,0,16291,0,0,0,0,4.5,0,91,2,8.29,NENGREST_NG,0.507,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-28.936,0,0.0166,20,20,0,0,0,1,2,pacific_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
-NENGREST,1,NENGREST_natural_gas_fired_combustion_turbine_1,natural_gas_fired_combustion_turbine,1,6,1,1,0,0,0,0,0,0,0,0,0.93,0,0,302.701,0,0,0,1,43.24,0,0,0,-1,-1,-1,0,12080,0,0,0,0,4.6,0,118,3.5,10.13,NENGREST_NG,0.456,0,1,1,1,0,0,0,0,1,3.78,3.78,1,1,0.315,0.63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.0137,20,20,0,0,0,1,2,pacific_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
-NENGREST,2,NENGREST_natural_gas_fired_combustion_turbine_2,natural_gas_fired_combustion_turbine,1,7,1,1,0,0,0,0,0,0,0,0,0.93,0,0,62.704,0,0,0,1,7.84,0,0,0,-1,-1,-1,0,13991,0,0,0,0,4.6,0,118,3.5,4.74,NENGREST_NG,0.488,0,1,1,1,0,0,0,0,1,3.78,3.78,1,1,0.315,0.63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.0108,20,20,0,0,0,1,2,pacific_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENGREST,1,NENGREST_natural_gas_steam_turbine_1,natural_gas_steam_turbine,1,8,1,1,0,0,0,0,0,0,0,0,0.93,0,0,0.6,0,0,0,1,0.6,0,0,0,-1,-1,-1,0,50678,0,0,0,0,1.04,0,86,13.7,0,NENGREST_NG,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-20.634,0,0.0079,20,20,0,0,0,1,2,pacific_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
-NENGREST,1,NENGREST_nuclear_1,nuclear,1,9,1,1,0,0,0,0,0,0,0,0,0.93,0,1,1242,0,0,0,1,1242,0,0,0,-1,-1,-1,0,271818,0,0,0,0,2.32,0,245,0,10.46,new_england_uranium,0.5,0,1,1,1,0,0,0,0,1,0.25,0.25,24,24,0.020833333,0.041666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.005,20,20,0,0,0,1,2,pacific_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
-NENG_CT,1,NENG_CT_biomass_1,biomass,1,14,2,1,0,0,0,0,0,0,0,0,0.93,1,1,27.248,0,0,0,0,3.41,0,0,0,-1,-1,-1,0,122976,0,0,0,0,5.37,0,0,0,15.33,Biomass,0.348,0,1,1,1,0,0,0,0,1,1,1,0,0,0.083333333,0.166666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,1,0.0021,20,20,0,0,0,1,2,pacific_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENG_CT,1,NENG_CT_natural_gas_fired_combined_cycle_1,natural_gas_fired_combined_cycle,1,17,2,1,0,0,0,0,0,0,0,0,0.93,0,0,3488.704,0,0,0,1,436.09,0,0,0,-1,-1,-1,0,9698,0,0,0,0,3.57,0,91,2,7.12,NENG_CT_NG,0.338,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-26.5,0,0.039,20,20,0,0,0,1,2,south_atlantic_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
-NENG_CT,2,NENG_CT_natural_gas_fired_combined_cycle_2,natural_gas_fired_combined_cycle,1,18,2,1,0,0,0,0,0,0,0,0,0.93,0,0,35.2,0,0,0,1,17.6,0,0,0,-1,-1,-1,0,16291,0,0,0,0,4.5,0,91,2,10.77,NENG_CT_NG,0.466,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.017,20,20,0,0,0,1,2,south_atlantic_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
-NENG_CT,1,NENG_CT_natural_gas_fired_combustion_turbine_1,natural_gas_fired_combustion_turbine,1,19,2,1,0,0,0,0,0,0,0,0,0.93,0,0,434,0,0,0,1,54.25,0,0,0,-1,-1,-1,0,10609,0,0,0,0,4.6,0,118,3.5,11.06,NENG_CT_NG,0.124,0,1,1,1,0,0,0,0,1,3.78,3.78,1,1,0.315,0.63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.024,20,20,0,0,0,1,2,south_atlantic_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENG_CT,2,NENG_CT_natural_gas_fired_combustion_turbine_2,natural_gas_fired_combustion_turbine,1,20,2,1,0,0,0,0,0,0,0,0,0.93,0,0,124.9,0,0,0,1,24.98,0,0,0,-1,-1,-1,0,13991,0,0,0,0,4.6,0,118,3.5,8.35,NENG_CT_NG,0.476,0,1,1,1,0,0,0,0,1,3.78,3.78,1,1,0.315,0.63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.027,20,20,0,0,0,1,2,new_england_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
-NENG_CT,1,NENG_CT_nuclear_1,nuclear,1,21,2,1,0,0,0,0,0,0,0,0,0.93,0,1,2162.9,0,0,0,1,1081.45,0,0,0,-1,-1,-1,0,190920,0,0,0,0,2.32,0,245,0,10.46,new_england_uranium,0.5,0,1,1,1,0,0,0,0,1,0.25,0.25,24,24,0.020833333,0.041666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.0195,20,20,0,0,0,1,2,new_england_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENG_ME,1,NENG_ME_biomass_1,biomass,1,25,3,1,0,0,0,0,0,0,0,0,0.93,1,1,24.95,0,0,0,0,2.5,0,0,0,-1,-1,-1,0,122976,0,0,0,0,4.85,0,0,0,13.84,None,0.404,0,1,1,1,0,0,0,0,1,1,1,0,0,0.083333333,0.166666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-24.632,0,0.0166,20,20,0,0,0,1,2,east_north_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
-NENG_ME,1,NENG_ME_natural_gas_fired_combined_cycle_1,natural_gas_fired_combined_cycle,1,27,3,1,0,0,0,0,0,0,0,0,0.93,0,0,274.5,0,0,0,1,137.25,0,0,0,-1,-1,-1,0,16291,0,0,0,0,4.5,0,91,2,12.62,NENG_ME_NG,0.474,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.0137,20,20,0,0,0,0,1,east_north_central_coal,0,0,0,1,1,hydrogen,0,0,1,0,1
-NENG_ME,2,NENG_ME_natural_gas_fired_combined_cycle_2,natural_gas_fired_combined_cycle,1,28,3,1,0,0,0,0,0,0,0,0,0.93,0,0,1114.1,0,0,0,1,557.05,0,0,0,-1,-1,-1,0,9668,0,0,0,0,3.57,0,91,2,7.65,NENG_ME_NG,0.386,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.0108,20,20,0,0,0,0,1,pacific_coal,0,0,0,1,1,hydrogen,0,0,1,0,1
-NENG_ME,1,NENG_ME_natural_gas_fired_combustion_turbine_1,natural_gas_fired_combustion_turbine,1,29,3,1,0,0,0,0,0,0,0,0,0.93,0,0,163.5,0,0,0,1,54.5,0,0,0,-1,-1,-1,0,11540,0,0,0,0,4.6,0,118,3.5,4.75,NENG_ME_NG,0.697,0,1,1,1,0,0,0,0,1,3.78,3.78,1,1,0.315,0.63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-24.632,0,0.0079,20,20,0,0,0,1,2,east_north_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
-NENGREST,0,NENGREST_naturalgas_ccccsavgcf_mid_0,naturalgas_ccccsavgcf_mid,1,33,1,1,0,0,0,0,0,0,0,0,0.93,0,0,0,0,0,0,1,500,0,-1,0,-1,-1,-1,229388,27483,0,0,0,0,5.82,0,103,0,7.52,NENGREST_NG_ccs90,0.6,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.005,20,20,0,0,0,1,2,east_north_central_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
-NENGREST,0,NENGREST_naturalgas_ccavgcf_mid_0,naturalgas_ccavgcf_mid,1,34,1,1,0,0,0,0,0,0,0,0,0.93,0,0,0,0,0,1,1,500,0,-1,0,-1,-1,-1,110025,12441,0,0,0,0,1.61,0,103,2,6.27,NENGREST_NG,0.2,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.0021,20,20,0,0,0,1,2,east_north_central_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENGREST,0,NENGREST_naturalgas_ctavgcf_mid_0,naturalgas_ctavgcf_mid,1,35,1,1,0,0,0,0,0,0,0,0,0.93,0,0,0,0,0,1,1,100,0,-1,0,-1,-1,-1,81998,6960,0,0,0,0,4.49,0,134,3.5,9.9,NENGREST_NG,0.3,0,1,1,1,0,0,0,0,1,3.78,3.78,1,1,0.315,0.63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-26.989,0,0.039,20,20,0,0,0,1,2,west_south_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
-NENGREST,0,NENGREST_naturalgas_ccs100_mid_0,naturalgas_ccs100_mid,1,37,1,1,0,0,0,0,0,0,0,0,0.93,0,0,0,0,0,0,1,500,0,-1,0,-1,-1,-1,239841,37153,0,0,0,0,6.26,0,103,0,7.89,NENGREST_NG_ccs100,0.6,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.017,20,20,0,0,0,1,2,west_south_central_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
-NENG_CT,0,NENG_CT_naturalgas_ccccsavgcf_mid_0,naturalgas_ccccsavgcf_mid,1,41,2,1,0,0,0,0,0,0,0,0,0.93,0,0,0,0,0,0,1,500,0,-1,0,-1,-1,-1,229388,27483,0,0,0,0,5.82,0,103,0,7.52,NENG_CT_NG_ccs90,0.6,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-39,0,0.024,20,20,0,0,0,1,2,west_south_central_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
-NENG_CT,0,NENG_CT_naturalgas_ccavgcf_mid_0,naturalgas_ccavgcf_mid,1,42,2,1,0,0,0,0,0,0,0,0,0.93,0,0,0,0,0,1,1,500,0,-1,0,-1,-1,-1,110025,12441,0,0,0,0,1.61,0,103,2,6.27,NENG_CT_NG,0.2,0,1,1,1,0,0,0,0,1,0.64,0.64,6,6,0.053333333,0.106666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0.9,-24.632,0,0.027,20,20,0,0,0,1,2,east_north_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
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\ No newline at end of file
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+NENG_ME,0,NENG_ME_battery_mid_0,battery_mid,0,52,3,0,1,0,0,0,0,0,0,0,0.95,0,0,0,0,0,1,1,1,0,-1,0,-1,0,-1,19584,4895,22494,5622,0,0,0.15,0.15,0,0,0,None,0,0,0.92,0.92,1,1,10,0,0,1,1,1,0,0,0.083333333,0.166666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0137,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENGREST,1,NENGREST_hydrogen_storage_1,hydrogen_storage,0,59,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,1,0,-1,0,-1,0,-1,39761,5000,404,0,38914,29750,4.3,0,0,0,0,None,0,0,0.67,0.4,0,48,2000,0,0,0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0108,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_CT,1,NENG_CT_hydrogen_storage_1,hydrogen_storage,0,60,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,1,0,-1,0,-1,0,-1,49333,5000,404,0,38914,29750,4.3,0,0,0,0,None,0,0,0.67,0.4,0,48,2000,0,0,0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0079,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_ME,1,NENG_ME_hydrogen_storage_1,hydrogen_storage,0,61,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,1,0,-1,0,-1,0,-1,38489,5000,404,0,38914,29750,4.3,0,0,0,0,None,0,0,0.67,0.4,0,48,2000,0,0,0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.005,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENGREST,1,NENGREST_heat_load_shifting_1,heat_load_shifting,1,56,1,0,0,0,1,0,0,0,0,0,0.95,0,0,165.52,0,0,0,0,0,0,0,0,-1,-1,-1,0,0,0,0,0,0,0,0,0,0,0,None,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0021,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_CT,1,NENG_CT_heat_load_shifting_1,heat_load_shifting,1,57,2,0,0,0,1,0,0,0,0,0,0.95,0,0,47.27,0,0,0,0,0,0,0,0,-1,-1,-1,0,0,0,0,0,0,0,0,0,0,0,None,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.039,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_ME,1,NENG_ME_heat_load_shifting_1,heat_load_shifting,1,58,3,0,0,0,1,0,0,0,0,0,0.95,0,0,22.56,0,0,0,0,0,0,0,0,-1,-1,-1,0,0,0,0,0,0,0,0,0,0,0,None,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.017,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENGREST,1,NENGREST_small_hydroelectric_1,small_hydroelectric,1,12,1,0,0,0,0,1,0,0,0,0,0,1,1,186.355,0,0,0,0,0.79,0,0,0,-1,-1,-1,0,46475,0,0,0,0,0,0,0,0,9.12,None,0.117,0,1,1,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.024,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_CT,1,NENG_CT_small_hydroelectric_1,small_hydroelectric,1,23,2,0,0,0,0,1,0,0,0,0,0,1,1,18.711,0,0,0,0,0.57,0,0,0,-1,-1,-1,0,46475,0,0,0,0,0,0,0,0,9.12,None,0.18,0,1,1,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.027,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_ME,1,NENG_ME_small_hydroelectric_1,small_hydroelectric,1,31,3,0,0,0,0,1,0,0,0,0,0,1,1,195.266,0,0,0,0,1.1,0,0,0,-1,-1,-1,0,46475,0,0,0,0,0,0,0,0,9.12,None,0.192,0,1,1,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0195,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
+NENG_ME,0,NENG_ME_electrolyzer,hydrogen_electrolyzer,0,62,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,1,1,-1,-1,0,-1,-1,-1,125000,15000,0,0,0,0,0,0,0,0,0,None,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,55,1000,1000,0,0,0,0,0,0,0,0,0,0.0195,20,20,0,0,0,0,1,None,0,0,0,1,1,None,0,0,1,0,1
diff --git a/test/load_resources/test_gen_non_colocated/resources/Electrolyzer.csv b/test/load_resources/test_gen_non_colocated/resources/Electrolyzer.csv
index 0ac8f3f877..bff7a0d5fe 100644
--- a/test/load_resources/test_gen_non_colocated/resources/Electrolyzer.csv
+++ b/test/load_resources/test_gen_non_colocated/resources/Electrolyzer.csv
@@ -1,2 +1,2 @@
-Resource,Zone,Hydrogen_MWh_Per_Tonne,Electrolyzer_Min_Kt,Hydrogen_Price_Per_Tonne,Qualified_Hydrogen_Supply,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_Per_MWyr,Fixed_Om_Cost_Per_MWyr,Heat_Rate_Mmbtu_Per_MWh,Fuel,Min_Power,Ramp_Up_Percentage,Ramp_Dn_Percentage,Region,Cluster,Resource_Type
-NENG_ME_electrolyzer,1,55,1000,1000,0,1,1,0,-1,-1,125000,15000,0,None,0,1,1,NENG_ME,0,hydrogen_electrolyzer
\ No newline at end of file
+Resource,Zone,Hydrogen_MWh_Per_Tonne,Electrolyzer_Min_Kt,Hydrogen_Price_Per_Tonne,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_Per_MWyr,Fixed_Om_Cost_Per_MWyr,Heat_Rate_Mmbtu_Per_MWh,Fuel,Min_Power,Ramp_Up_Percentage,Ramp_Dn_Percentage,Region,Cluster,Resource_Type
+NENG_ME_electrolyzer,1,55,1000,1000,1,1,0,-1,-1,125000,15000,0,None,0,1,1,NENG_ME,0,hydrogen_electrolyzer
diff --git a/test/test_electrolyzer.jl b/test/test_electrolyzer.jl
index d6d92f269c..b176c28728 100644
--- a/test/test_electrolyzer.jl
+++ b/test/test_electrolyzer.jl
@@ -12,8 +12,7 @@ genx_setup = Dict("Trans_Loss_Segments" => 1,
     "UCommit" => 2,
     "StorageLosses" => 1,
     "ParameterScale" => 1,
-    "HourlyMatching" => 1,
-    "HydrogenHourlyMatching" => 1,
+    "HourlyMatchingRequirement" => 1,
     "HydrogenMinimumProduction" => 1
 )
 settings = GenX.default_settings()
@@ -33,8 +32,7 @@ optimal_tol = optimal_tol_rel * obj_test  # Convert to absolute tolerance
 
 # Test all the results
 ## Test loading functions and api for hourly matching constraint
-@test GenX.qualified_supply.(inputs["RESOURCES"], tag = 1) == [0, 1, 0, 0, 1, 0]
-@test inputs["QUALIFIED_SUPPLY"] == [2, 5]
+@test GenX.hm.(inputs["RESOURCES"], tag = 1) == [0, 1, 0, 0, 1, 1]
 
 ## Test the objective value
 test_result = @test obj_test≈obj_true atol=optimal_tol
diff --git a/test/test_load_resource_data.jl b/test/test_load_resource_data.jl
index 00d979b197..da55f7d05d 100644
--- a/test/test_load_resource_data.jl
+++ b/test/test_load_resource_data.jl
@@ -72,8 +72,6 @@ function test_load_scaled_resources_data(gen, dfGen)
 
     @test GenX.num_vre_bins.(gen) == dfGen.num_vre_bins
 
-    @test GenX.qualified_hydrogen_supply.(gen) == dfGen.qualified_hydrogen_supply
-
     @test GenX.reg_cost.(gen) == dfGen.reg_cost
     @test GenX.reg_max.(gen) == dfGen.reg_max
     @test GenX.rsv_cost.(gen) == dfGen.rsv_cost