Created
June 17, 2020 14:31
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An simple class to compute pid with ajustable parameters
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class PID: | |
def __init__( | |
self, | |
Kp = 10, | |
Ki = 1, | |
Kd = 1, | |
N = 20, | |
Ts = 0.01, | |
): | |
#user-adjustable parameters | |
self.Kp = Kp | |
self.Ki = Ki | |
self.Kd = Kd | |
self.N = N | |
self.Ts = Ts | |
# computed parameters | |
self.a0 = (1+N*Ts) | |
self.a1 = -(2 + N*Ts) | |
self.a2 = 1 | |
self.b0 = Kp*(1+N*Ts) + Ki*Ts*(1+N*Ts) + Kd*N | |
self.b1 = -(Kp*(2+N*Ts) + Ki*Ts + 2*Kd*N) | |
self.b2 = Kp + Kd*N | |
self.ku1 = self.a1/self.a0 | |
self.ku2 = self.a2/self.a0 | |
self.ke0 = self.b0/self.a0 | |
self.ke1 = self.b1/self.a0 | |
self.ke2 = self.b2/self.a0 | |
# global variables | |
##variables used in PID computation | |
self.e2 = 0.0 | |
self.e1 = 0.0 | |
self.e0 = 0.0 | |
self.u2 = 0.0 | |
self.u1 = 0.0 | |
self.u0 = 0.0 | |
self.r = 0.0 # command | |
def change_parameters( | |
self, | |
Kp = 10, | |
Ki = 1, | |
Kd = 1, | |
N = 20, | |
Ts = 0.01, | |
): | |
#user-adjustable parameters | |
self.Kp = Kp | |
self.Ki = Ki | |
self.Kd = Kd | |
self.N = N | |
self.Ts = Ts | |
def compute(self, y = 1): | |
self.e2=self.e1 | |
self.e1=self.e0 | |
self.u2=self.u1 | |
self.u1=self.u0 | |
self.e0 = self.r - y #compute new error | |
self.u0 = -self.ku1*self.u1 - self.ku2*self.u2 + self.ke0*self.e0 + self.ke1*self.e1 + self.ke2*self.e2 # pid discrete form | |
# if self.u0 > UMAX: self.u0 = UMAX #limit to DAC or PWM range | |
# if self.u0 < UMIN: self.u0 = UMIN | |
return self.u0 |
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