Simple (but complete) PID controller in Python
Project description
PID_Py
PID_Py
provide a PID controller wrote in Python. This PID controller is simple to use, but it's complete.
Installation
python3 -m pip install PID_Py
Usage
Minimum usage
from PID_Py.PID import PID
# Initialization
pid = PID(kp = 0.0, ki = 0.0, kd = 0.0)
...
# PID execution (call it as fast as you can)
command = pid(processValue = feedback, setpoint = targetValue)
In this usage the PID as no limitation, no history and the PID is in direct action (Error increasing -> Increase output).
Indirect action PID
If you have a system that required to decrease command to increase feedback, you can use indirectAction
parameters.
from PID_Py.PID import PID
# Initialization
pid = PID(kp = 0.0, ki = 0.0, kd = 0.0, indirectAction = True)
...
# PID execution (call it as fast as you can)
command = pid(processValue = feedback, setpoint = targetValue)
Limiting output
If your command must be limit you can use outputLimits
parameters.
from PID_Py.PID import PID
# Initialization
pid = PID(kp = 0.0, ki = 0.0, kd = 0.0, outputLimits = (0, 100))
...
# PID execution (call it as fast as you can)
command = pid(processValue = feedback, setpoint = targetValue)
By default the value is (None, None)
, wich implies that there is no limits. You can activate just the maximum limit with (None, 100)
. The same for the minimum limit (-100, None)
.
Historian
If you want to historize PID values, you can configure the historian to record values.
from PID_Py.PID import PID
from PID_Py.PID import HistorianParameters
# Initialization
historianParameters = HistorianParamters.SETPOINT | HistorianParameters.PROCESS_VALUE
pid = PID(kp = 0.0, ki = 0.0, kd = 0.0, historianParameters = HistorianParameters)
...
# PID execution (call it as fast as you can)
command = pid(processValue = feedback, setpoint = targetValue)
...
# PID Historian
import matplotlib.pyplot as plt
plt.plot(pid.historian["TIME"], pid.historian["SETPOINT"], label="Setpoint")
plt.plot(pid.historian["TIME"], pid.historian["PROCESS_VALUE"], label="Process value")
plt.legend()
plt.show()
In the example above, the PID historian records setpoint
, processValue
and time
. Time is the elapsed time from the start. After that a graphic is draw with matplotlib
.
Historian parameters list
P
: proportionnal partI
: integral partD
: derivative partERROR
: PID errorSETPOINT
: PID setpointPROCESS_VALUE
: PID process valueOUTPUT
: PID output
Integral limitation
The integral part of the PID can be limit to avoid overshoot of the output when the error is too high (When the setpoint variation is too high, or when the system have trouble to reach setpoint).
from PID_Py.PID import PID
# Initialization
pid = PID(kp = 0.0, ki = 0.0, kd = 0.0, integralLimit = 20.0)
...
# PID execution (call it as fast as you can)
command = pid(processValue = feedback, setpoint = targetValue)
In the example above, the integral part of the PID is clamped between -20 and 20.
Project details
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