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Hello! While validating my own PID controller I've been testing against other PIDs available for Arduino. Here's a plot of AutoPID vs. a reference that matches the excellent work done here:
https://github.com/br3ttb/Arduino-PID-Library
The difference is that your D-term has the wrong sign:
https://github.com/r-downing/AutoPID/blob/master/AutoPID.cpp#L62
Compare that to Brett's ArduinoPID:
https://github.com/br3ttb/Arduino-PID-Library/blob/master/PID_v1.cpp#L83
And my FastPID:
https://github.com/mike-matera/FastPID/blob/master/src/FastPID.cpp#L96
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