incorporate tuning into main library.
Not yet tested.
This commit is contained in:
parent
9b4ca0e5b6
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7787498eda
196
PID_AutoTune_v0.cpp
Normal file
196
PID_AutoTune_v0.cpp
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@ -0,0 +1,196 @@
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#if ARDUINO >= 100
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#include "Arduino.h"
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#else
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#include "WProgram.h"
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#endif
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#include "PID_AutoTune_v0.h"
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PID_ATune::PID_ATune(double* Input, double* Output)
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{
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input = Input;
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output = Output;
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controlType =0 ; //default to PI
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noiseBand = 0.5;
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running = false;
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oStep = 30;
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SetLookbackSec(10);
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lastTime = millis();
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}
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void PID_ATune::Cancel()
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{
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running = false;
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}
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int PID_ATune::Runtime()
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{
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//~ justevaled=false;
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if(peakCount>9 && running)
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{
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running = false;
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FinishUp();
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return 1;
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}
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unsigned long now = millis();
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if((now-lastTime)<sampleTime) return false;
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lastTime = now;
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double refVal = *input;
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//~ justevaled=true;
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if(!running)
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{ //initialize working variables the first time around
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peakType = 0;
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peakCount=0;
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atune_peak_change=false;
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absMax=refVal;
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absMin=refVal;
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setpoint = refVal;
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running = true;
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outputStart = *output;
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*output = outputStart+oStep;
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}
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else
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{
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if(refVal>absMax)absMax=refVal;
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if(refVal<absMin)absMin=refVal;
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}
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//oscillate the output base on the input's relation to the setpoint
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if(refVal>setpoint+noiseBand) *output = outputStart-oStep;
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else if (refVal<setpoint-noiseBand) *output = outputStart+oStep;
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//bool isMax=true, isMin=true;
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isMax=true;isMin=true;
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//id peaks
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for(int i=nLookBack-1;i>=0;i--)
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{
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double val = lastInputs[i];
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if(isMax) isMax = refVal>val;
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if(isMin) isMin = refVal<val;
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lastInputs[i+1] = lastInputs[i];
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}
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lastInputs[0] = refVal;
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if(nLookBack<9)
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{ //we don't want to trust the maxes or mins until the inputs array has been filled
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return 0;
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}
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if(isMax)
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{
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if(peakType==0)peakType=1;
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if(peakType==-1)
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{
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peakType = 1;
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atune_peak_change=true;
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peak2 = peak1;
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}
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peak1 = now;
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peaks[peakCount] = refVal;
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}
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else if(isMin)
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{
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if(peakType==0)peakType=-1;
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if(peakType==1)
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{
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peakType=-1;
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peakCount++;
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atune_peak_change=true;
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}
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if(peakCount<10)peaks[peakCount] = refVal;
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}
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if(atune_peak_change && peakCount>2)
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{ //we've transitioned. check if we can autotune based on the last peaks
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double avgSeparation = (abs(peaks[peakCount-1]-peaks[peakCount-2])+abs(peaks[peakCount-2]-peaks[peakCount-3]))/2;
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if( avgSeparation < 0.05*(absMax-absMin))
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{
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FinishUp();
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running = false;
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return 1;
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}
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}
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atune_peak_change=false;
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return 0;
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}
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void PID_ATune::FinishUp()
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{
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*output = outputStart;
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//we can generate tuning parameters!
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Ku = 4*(2*oStep)/((absMax-absMin)*3.14159);
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Pu = (double)(peak1-peak2) / 1000;
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}
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double PID_ATune::GetKp()
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{
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return controlType==1 ? 0.6 * Ku : 0.4 * Ku;
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}
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double PID_ATune::GetKi()
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{
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return controlType==1? 1.2*Ku / Pu : 0.48 * Ku / Pu; // Ki = Kc/Ti
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}
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double PID_ATune::GetKd()
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{
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return controlType==1? 0.075 * Ku * Pu : 0; //Kd = Kc * Td
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}
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void PID_ATune::SetOutputStep(double Step)
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{
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oStep = Step;
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}
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double PID_ATune::GetOutputStep()
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{
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return oStep;
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}
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void PID_ATune::SetControlType(int Type) //0=PI, 1=PID
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{
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controlType = Type;
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}
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int PID_ATune::GetControlType()
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{
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return controlType;
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}
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void PID_ATune::SetNoiseBand(double Band)
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{
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noiseBand = Band;
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}
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double PID_ATune::GetNoiseBand()
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{
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return noiseBand;
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}
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void PID_ATune::SetLookbackSec(int value)
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{
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if (value<1) value = 1;
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if(value<25)
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{
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nLookBack = value * 4;
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sampleTime = 250;
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}
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else
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{
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nLookBack = 100;
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sampleTime = value*10;
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}
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}
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int PID_ATune::GetLookbackSec()
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{
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return nLookBack * sampleTime / 1000;
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}
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55
PID_AutoTune_v0.h
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55
PID_AutoTune_v0.h
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@ -0,0 +1,55 @@
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#ifndef PID_AutoTune_v0
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#define PID_AutoTune_v0
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#define LIBRARY_VERSION 0.0.1
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class PID_ATune
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{
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public:
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//commonly used functions **************************************************************************
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PID_ATune(double*, double*); // * Constructor. links the Autotune to a given PID
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int Runtime(); // * Similar to the PID Compue function, returns non 0 when done
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void Cancel(); // * Stops the AutoTune
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void SetOutputStep(double); // * how far above and below the starting value will the output step?
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double GetOutputStep(); //
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void SetControlType(int); // * Determies if the tuning parameters returned will be PI (D=0)
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int GetControlType(); // or PID. (0=PI, 1=PID)
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void SetLookbackSec(int); // * how far back are we looking to identify peaks
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int GetLookbackSec(); //
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void SetNoiseBand(double); // * the autotune will ignore signal chatter smaller than this value
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double GetNoiseBand(); // this should be acurately set
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double GetKp(); // * once autotune is complete, these functions contain the
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double GetKi(); // computed tuning parameters.
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double GetKd(); //
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private:
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void FinishUp();
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bool isMax, isMin;
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double *input, *output;
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double setpoint;
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double noiseBand;
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int controlType;
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bool running;
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unsigned long peak1, peak2, lastTime;
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int sampleTime;
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int nLookBack;
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int peakType;
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double lastInputs[101];
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double peaks[10];
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int peakCount;
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bool atune_peak_change;
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//~ bool justevaled;
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double absMax, absMin;
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double oStep;
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double outputStart;
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double Ku, Pu;
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};
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#endif
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195
PID_v1.cpp
195
PID_v1.cpp
@ -11,7 +11,7 @@
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#include "WProgram.h"
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#include "WProgram.h"
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#endif
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#endif
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#include <PID_v1.h>
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#include "PID_v1.h"
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/*Constructor (...)*********************************************************
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/*Constructor (...)*********************************************************
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* The parameters specified here are those for for which we can't set up
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* The parameters specified here are those for for which we can't set up
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@ -24,9 +24,8 @@ PID::PID(double* Input, double* Output, double* Setpoint,
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myInput = Input;
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myInput = Input;
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mySetpoint = Setpoint;
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mySetpoint = Setpoint;
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inAuto = false;
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inAuto = false;
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//Tuner = new PID_ATune(Input, Output);
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PID::SetOutputLimits(0, 255); //default output limit corresponds to
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PID::SetOutputLimits(0, 100); //Arduino PWM limits 0-255
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//the arduino pwm limits
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SampleTime = 100; //default Controller Sample Time is 0.1 seconds
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SampleTime = 100; //default Controller Sample Time is 0.1 seconds
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@ -94,6 +93,110 @@ bool PID::Compute()
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else return false;
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else return false;
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}
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}
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int PID::ComputeTune() {
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//~ justevaled=false;
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if(peakCount>9 && running)
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{
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running = false;
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FinishUp();
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return 1;
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}
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unsigned long now = millis();
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if((now-lastTime)<sampleTime) return false;
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lastTime = now;
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double refVal = *myInput;
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//~ justevaled=true;
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if(!running)
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{ //initialize working variables the first time around
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peakType = 0;
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peakCount=0;
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atune_peak_change=false;
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absMax=refVal;
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absMin=refVal;
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*mySetpoint = refVal;
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running = true;
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outputStart = *myOutput;
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*myOutput = outputStart+oStep;
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}
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else
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{
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if(refVal>absMax)absMax=refVal;
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if(refVal<absMin)absMin=refVal;
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}
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//oscillate the output base on the input's relation to the setpoint
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if(refVal>*mySetpoint+noiseBand) *myOutput = outputStart-oStep;
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else if (refVal<*mySetpoint-noiseBand) *myOutput = outputStart+oStep;
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//bool isMax=true, isMin=true;
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isMax=true;isMin=true;
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//id peaks
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for(int i=nLookBack-1;i>=0;i--)
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{
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double val = lastInputs[i];
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if(isMax) isMax = refVal>val;
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if(isMin) isMin = refVal<val;
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lastInputs[i+1] = lastInputs[i];
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}
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lastInputs[0] = refVal;
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if(nLookBack<9)
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{ //we don't want to trust the maxes or mins until the inputs array has been filled
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return 0;
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}
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if(isMax)
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{
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if(peakType==0)peakType=1;
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if(peakType==-1)
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{
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peakType = 1;
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atune_peak_change=true;
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peak2 = peak1;
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}
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peak1 = now;
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peaks[peakCount] = refVal;
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}
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else if(isMin)
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{
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if(peakType==0)peakType=-1;
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if(peakType==1)
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{
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peakType=-1;
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peakCount++;
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atune_peak_change=true;
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}
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if(peakCount<10)peaks[peakCount] = refVal;
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}
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if(atune_peak_change && peakCount>2)
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{ //we've transitioned. check if we can autotune based on the last peaks
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double avgSeparation = (abs(peaks[peakCount-1]-peaks[peakCount-2])+abs(peaks[peakCount-2]-peaks[peakCount-3]))/2;
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if( avgSeparation < 0.05*(absMax-absMin))
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{
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FinishUp();
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running = false;
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return 1;
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}
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}
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atune_peak_change=false;
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return 0;
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}
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void PID::FinishUp()
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{
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*myOutput = outputStart;
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//we can generate tuning parameters!
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Ku = 4*(2*oStep)/((absMax-absMin)*3.14159);
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Pu = (double)(peak1-peak2) / 1000;
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}
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/* SetTunings(...)*************************************************************
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/* SetTunings(...)*************************************************************
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* This function allows the controller's dynamic performance to be adjusted.
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* This function allows the controller's dynamic performance to be adjusted.
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* it's called automatically from the constructor, but tunings can also
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* it's called automatically from the constructor, but tunings can also
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@ -172,14 +275,25 @@ void PID::SetOutputLimits(double Min, double Max)
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* when the transition from manual to auto occurs, the controller is
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* when the transition from manual to auto occurs, the controller is
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* automatically initialized
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* automatically initialized
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******************************************************************************/
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******************************************************************************/
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void PID::SetMode(int Mode)
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void PID::Mode(int Mode)
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{
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{
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bool newAuto = (Mode == AUTOMATIC);
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bool newAuto = (Mode == 1);
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if(newAuto && !inAuto)
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if(newAuto && !inAuto)
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{ /*we just went from manual to auto*/
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{ /*we just went from manual to auto*/
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PID::Initialize();
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PID::Initialize();
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}
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}
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inAuto = newAuto;
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inAuto = newAuto;
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OpMode = Mode;
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}
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int PID::CycleMode() {
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if (OpMode + 1 == 3) {
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PID::Mode(0);
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} else {
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PID::Mode(OpMode + 1);
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}
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return OpMode;
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}
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}
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/* Initialize()****************************************************************
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/* Initialize()****************************************************************
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@ -204,7 +318,7 @@ void PID::SetControllerDirection(int Direction)
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|||||||
{
|
{
|
||||||
if(inAuto && Direction !=controllerDirection)
|
if(inAuto && Direction !=controllerDirection)
|
||||||
{
|
{
|
||||||
kp = (0 - kp);
|
kp = (0 - kp);
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||||||
ki = (0 - ki);
|
ki = (0 - ki);
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||||||
kd = (0 - kd);
|
kd = (0 - kd);
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||||||
}
|
}
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||||||
@ -216,9 +330,68 @@ void PID::SetControllerDirection(int Direction)
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|||||||
* functions query the internal state of the PID. they're here for display
|
* functions query the internal state of the PID. they're here for display
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||||||
* purposes. this are the functions the PID Front-end uses for example
|
* purposes. this are the functions the PID Front-end uses for example
|
||||||
******************************************************************************/
|
******************************************************************************/
|
||||||
double PID::GetKp(){ return dispKp; }
|
double PID::GetKp(){ return dispKp; }
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||||||
double PID::GetKi(){ return dispKi;}
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double PID::GetKi(){ return dispKi;}
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||||||
double PID::GetKd(){ return dispKd;}
|
double PID::GetKd(){ return dispKd;}
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||||||
int PID::GetMode(){ return inAuto ? AUTOMATIC : MANUAL;}
|
int PID::Mode(){ return OpMode;}
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||||||
int PID::GetDirection(){ return controllerDirection;}
|
int PID::GetDirection(){ return controllerDirection;}
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||||||
|
void PID::Cancel()
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||||||
|
{
|
||||||
|
running = false;
|
||||||
|
}
|
||||||
|
|
||||||
|
double PID::TunedKp()
|
||||||
|
{
|
||||||
|
return 0.6 * Ku;
|
||||||
|
}
|
||||||
|
|
||||||
|
double PID::TunedKi()
|
||||||
|
{
|
||||||
|
return 1.2*Ku / Pu ; // Ki = Kc/Ti
|
||||||
|
}
|
||||||
|
|
||||||
|
double PID::TunedKd()
|
||||||
|
{
|
||||||
|
return 0.075 * Ku * Pu; //Kd = Kc * Td
|
||||||
|
}
|
||||||
|
|
||||||
|
void PID::SetOutputStep(double Step)
|
||||||
|
{
|
||||||
|
oStep = Step;
|
||||||
|
}
|
||||||
|
|
||||||
|
double PID::GetOutputStep()
|
||||||
|
{
|
||||||
|
return oStep;
|
||||||
|
}
|
||||||
|
|
||||||
|
void PID::SetNoiseBand(double Band)
|
||||||
|
{
|
||||||
|
noiseBand = Band;
|
||||||
|
}
|
||||||
|
|
||||||
|
double PID::GetNoiseBand()
|
||||||
|
{
|
||||||
|
return noiseBand;
|
||||||
|
}
|
||||||
|
|
||||||
|
void PID::SetLookbackSec(int value)
|
||||||
|
{
|
||||||
|
if (value<1) value = 1;
|
||||||
|
|
||||||
|
if(value<25)
|
||||||
|
{
|
||||||
|
nLookBack = value * 4;
|
||||||
|
sampleTime = 250;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
nLookBack = 100;
|
||||||
|
sampleTime = value*10;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
int PID::GetLookbackSec()
|
||||||
|
{
|
||||||
|
return nLookBack * sampleTime / 1000;
|
||||||
|
}
|
||||||
|
50
PID_v1.h
50
PID_v1.h
@ -2,15 +2,12 @@
|
|||||||
#define PID_v1_h
|
#define PID_v1_h
|
||||||
#define LIBRARY_VERSION 1.2.1
|
#define LIBRARY_VERSION 1.2.1
|
||||||
|
|
||||||
|
|
||||||
class PID
|
class PID
|
||||||
{
|
{
|
||||||
|
|
||||||
|
|
||||||
public:
|
public:
|
||||||
|
|
||||||
//Constants used in some of the functions below
|
//Constants used in some of the functions below
|
||||||
#define AUTOMATIC 1
|
|
||||||
#define MANUAL 0
|
|
||||||
#define DIRECT 0
|
#define DIRECT 0
|
||||||
#define REVERSE 1
|
#define REVERSE 1
|
||||||
#define P_ON_M 0
|
#define P_ON_M 0
|
||||||
@ -24,13 +21,13 @@ class PID
|
|||||||
PID(double*, double*, double*, // * constructor. links the PID to the Input, Output, and
|
PID(double*, double*, double*, // * constructor. links the PID to the Input, Output, and
|
||||||
double, double, double, int); // Setpoint. Initial tuning parameters are also set here
|
double, double, double, int); // Setpoint. Initial tuning parameters are also set here
|
||||||
|
|
||||||
void SetMode(int Mode); // * sets PID to either Manual (0) or Auto (non-0)
|
void Mode(int Mode); // * sets PID to either Manual or Auto
|
||||||
|
int CycleMode();
|
||||||
bool Compute(); // * performs the PID calculation. it should be
|
bool Compute(); // * performs the PID calculation. it should be
|
||||||
// called every time loop() cycles. ON/OFF and
|
// called every time loop() cycles. ON/OFF and
|
||||||
// calculation frequency can be set using SetMode
|
// calculation frequency can be set using SetMode
|
||||||
// SetSampleTime respectively
|
// SetSampleTime respectively
|
||||||
|
int ComputeTune();
|
||||||
void SetOutputLimits(double, double); // * clamps the output to a specific range. 0-255 by default, but
|
void SetOutputLimits(double, double); // * clamps the output to a specific range. 0-255 by default, but
|
||||||
// it's likely the user will want to change this depending on
|
// it's likely the user will want to change this depending on
|
||||||
// the application
|
// the application
|
||||||
@ -50,16 +47,32 @@ class PID
|
|||||||
// once it is set in the constructor.
|
// once it is set in the constructor.
|
||||||
void SetSampleTime(int); // * sets the frequency, in Milliseconds, with which
|
void SetSampleTime(int); // * sets the frequency, in Milliseconds, with which
|
||||||
// the PID calculation is performed. default is 100
|
// the PID calculation is performed. default is 100
|
||||||
|
void AutoTune();
|
||||||
|
|
||||||
|
|
||||||
//Display functions ****************************************************************
|
//Display functions ****************************************************************
|
||||||
double GetKp(); // These functions query the pid for interal values.
|
double GetKp(); // These functions query the pid for interal values.
|
||||||
double GetKi(); // they were created mainly for the pid front-end,
|
double GetKi(); // they were created mainly for the pid front-end,
|
||||||
double GetKd(); // where it's important to know what is actually
|
double GetKd(); // where it's important to know what is actually
|
||||||
int GetMode(); // inside the PID.
|
int Mode(); // inside the PID.
|
||||||
int GetDirection(); //
|
int GetDirection(); //
|
||||||
|
|
||||||
|
// Auto Tune Public
|
||||||
|
void Cancel(); // * Stops the AutoTune
|
||||||
|
|
||||||
|
void SetOutputStep(double); // * how far above and below the starting value will the output step?
|
||||||
|
double GetOutputStep(); //
|
||||||
|
|
||||||
|
void SetLookbackSec(int); // * how far back are we looking to identify peaks
|
||||||
|
int GetLookbackSec(); //
|
||||||
|
|
||||||
|
void SetNoiseBand(double); // * the autotune will ignore signal chatter smaller than this value
|
||||||
|
double GetNoiseBand(); // this should be acurately set
|
||||||
|
|
||||||
|
double TunedKp(); // * once autotune is complete, these functions contain the
|
||||||
|
double TunedKi(); // computed tuning parameters.
|
||||||
|
double TunedKd();
|
||||||
|
|
||||||
private:
|
private:
|
||||||
void Initialize();
|
void Initialize();
|
||||||
|
|
||||||
@ -85,6 +98,25 @@ class PID
|
|||||||
unsigned long SampleTime;
|
unsigned long SampleTime;
|
||||||
double outMin, outMax;
|
double outMin, outMax;
|
||||||
bool inAuto, pOnE;
|
bool inAuto, pOnE;
|
||||||
|
int OpMode;
|
||||||
|
|
||||||
|
// Autotune stuff
|
||||||
|
void FinishUp();
|
||||||
|
bool isMax, isMin;
|
||||||
|
double noiseBand;
|
||||||
|
bool running;
|
||||||
|
unsigned long peak1, peak2;
|
||||||
|
int sampleTime;
|
||||||
|
int nLookBack;
|
||||||
|
int peakType;
|
||||||
|
double lastInputs[101];
|
||||||
|
double peaks[10];
|
||||||
|
int peakCount;
|
||||||
|
bool atune_peak_change;
|
||||||
|
double absMax, absMin;
|
||||||
|
double oStep;
|
||||||
|
double outputStart;
|
||||||
|
double Ku, Pu;
|
||||||
};
|
};
|
||||||
#endif
|
#endif
|
||||||
|
|
||||||
|
Loading…
Reference in New Issue
Block a user