#!/usr/bin/env python # vim: ft=python ts=8 sts=4 sw=4 expandtab autoindent smartindent nocindent # # Class for device simulation using: Proportional-Integral-Derivative (PID) # # This recipe gives simple implementation of a Discrete # Proportional-Integral-Derivative (PID) controller. # # PID controller gives output value for error between desired reference input and # measurement feedback to minimize error value. # # More information: http://en.wikipedia.org/wiki/PID_controller # # cnr437@gmail.com # ####### Example ######### # # p=PID(3.0,0.4,1.2) # p.setPoint(5.0) # while True: # pid = p.update(measurement_value) # # """ TODO: * Look into making the update time based because the logic seems to assume constant (1 second) time - Derivator should be dE/dT but is just dE - Integrator should be sigma(dT*E) but is just sigma(E) * Look into making the Derivator based on changes in the PV instead of the Error """ class PID: """ Discrete PID control """ def __init__(self, P=2.0, I=0.0, D=1.0, Derivator=0, Integrator=0, Integrator_max=500, Integrator_min=-500): self.Kp=P self.Ki=I self.Kd=D self.Derivator=Derivator self.Integrator=Integrator self.Integrator_max=Integrator_max self.Integrator_min=Integrator_min self.set_point=0.0 self.error=0.0 def update(self,current_value): """ Calculate PID output value for given reference input and feedback """ self.error = self.set_point - current_value self.P_value = self.Kp * self.error # TODO: check the sign is correct self.D_value = self.Kd * (current_value - self.Derivator) self.Derivator = current_value self.Integrator = self.Integrator + self.error if self.Integrator > self.Integrator_max: self.Integrator = self.Integrator_max elif self.Integrator < self.Integrator_min: self.Integrator = self.Integrator_min self.I_value = self.Integrator * self.Ki PID = self.P_value + self.I_value + self.D_value return PID def setPoint(self,set_point): """ Initilize the setpoint of PID """ self.set_point = set_point self.Integrator=0 self.Derivator=0 def setIntegrator(self, Integrator): self.Integrator = Integrator def setDerivator(self, Derivator): self.Derivator = Derivator def setKp(self,P): self.Kp=P def setKi(self,I): self.Ki=I def setKd(self,D): self.Kd=D def getPoint(self): return self.set_point def getError(self): return self.error def getIntegrator(self): return self.Integrator def getDerivator(self): return self.Derivator if __name__ == "__main__": #p=PID(3.0,0.4,1.2) #p.setPoint(5.0) #while True: # pid = p.update(measurement_value) p = PID(3.0, 0.4, 1.2) p.setPoint(20.0) pv = 20 for i in range(0,61): print p.update(pv)