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pid.py
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73 lines (53 loc) · 1.94 KB
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import numpy as np
class PID:
def __init__(self, Kp = 1, Ki = 0, Kd = 0):
self.Kp = Kp
self.Ki = Ki
self.Kd = Kd
self.Kscale = 1
self.error = 0
self.errorInt = 0
self.errorDer = 0
self.prevError = 0
self.prevProcVar = 0
self.prevFiltProcVar = 0
self.medianFilter = False
self.derivativeOnPV = False
def getOutput(self, setPoint, procVar, step = 1):
step = float(step) # Avoid integer division in python 2.7...
filtProcVar = np.median([self.prevProcVar, procVar])
if self.medianFilter:
self.error = setPoint - filtProcVar
self.errorInt += (self.prevError + self.error) / 2. * step
if self.derivativeOnPV:
self.errorDer = (filtProcVar - self.prevFiltProcVar) / step
else:
self.errorDer = (self.error - self.prevError) / step
else:
self.error = setPoint - procVar
self.errorInt += (self.prevError + self.error) / 2. * step
if self.derivativeOnPV:
self.errorDer = (ProcVar - self.prevProcVar) / step
else:
self.errorDer = (self.error - self.prevError) / step
self.prevError = self.error
self.prevProcVar = procVar
self.prevFiltProcVar = filtProcVar
return self.Kp * self.error + self.Ki * self.errorInt + self.Kd * self.errorDer
def getError(self):
return self.error
def reset(self):
self.error = 0
self.errorInt = 0
self.errorDer = 0
self.prevError = 0
self.prevProcVar = 0
self.prevFiltProcVar = 0
def setKs(self, Kp, Ki = 0, Kd = 0):
self.Kp = Kp
self.Ki = Ki
self.Kd = Kd
def setMedianFilter(self, value):
self.medianFilter = value
def setDerivativeOnPV(self, value):
self.derivativeOnPV = value