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A self-tuning PID demonstration GPL software using genetic algorithm.
A couple of posts suggest I could use the modelling data to tune the PI on-line, as well the lab-view manual that suggests I could use Fuzzy-Logic to tune the PI. My question is, what is the best approach for this kind of scenario (e.g. PID, fuzzy-pid, convolution, etc) and how would I go about actually implementing it in software/practice. Jan 29, 2016 The ability to tune a PID loop manually is an art that is quickly becoming scarce. But, it is one of those skills — like driving a car with a stick shift — that can be unquestionably helpful in the right circumstances. The ability to tune a thermal PID or other loop is even rarer. Oct 05, 2012 Contribute to br3ttb/Arduino-PID-AutoTune-Library development by creating an account on GitHub.
Demonstration video here : https://www.youtube.com/watch?v=cK6kWN9K_do
Explanation here : https://kevinjoly25.wordpress.com/2015/01/13/pid-controller-auto-tuning-using-genetic-algorithm/
- Qt4
$ mkdir build
$ cd build
$ cmake .
$ make
No install method has been provided yet. Traktor scratch pro 2 keygen. However, you can run the software from the build directory:$ ./pid-autotune
There is 4 dock widgets in this software:
- Motor: enable the user to choose a motor to use and test it in closed on opened loop.
- Controller : enable the user to choose a controller to use with the motor (check 'Use controller'). The controller parameters can be set in this widget for test purpose.
- Graph settings : enable the user to change the axes scale by setting the min and max to be displayed.
- Genetic : enable the user to control the genetic algorithm parameters such as:
- input : value of the input applied on the system.
- min/max Kx : boundary values of each PID action.
- Evaluation time : system running time when evaluating fitness.
- Population size : size of the genetic algorithm's population.
- Mutation ratio : probability to mutate the offspring's variable.
- Crossover ratio : probability to crossover two parents.
- Overshoot penalty : ratio which multiply the error when an overshoot occurs. If you don't want any overshoot, set this to the maximum.
- Elite num : Number of best parents kept in the next generation of population.The start button launch the genetic process. Pause stop the process, press start to launch it again without any loss. Reset enable the user to generate a new random population by deleting the old one.
Example
- Under 'Motor' : choose the DummyMotor.
- Under 'Graph settings' : set xMax to 0.1 and yMax to 2.0.
- Under 'Genetic' : set maxKp to 1.0, maxKd to 2.0, maxKi to 0.1.
- Hit start button and enjoy the dance of a self-tuning PID! ;)
More on GAs..
Click Auto Tune Pid Download
The fitness function is using the sum of squarred error to evaluate the generated PID.Thanks to this fitness function, tournament selection can be used in order to select parents of the next PID population.The genetic algorithm implemented in Genetic.cpp uses arithmetic crossover and gaussian mutation to generate the new population.Elitism can be used.
Click Auto Tune Pid 2
This software is using the GPL software QCustomPlot from Emanuel Eichhammer.
This project has been created to support tuning a PID controller for a home brewing setup using CraftBeerPI.It consists of a brewing kettle simulation, a PID controller (based on Arduino PID Library) and a PID autotune algorithm (based on Arduino PID Autotune Library)
Project goals
- allow users to find PID parameters which provide a sufficient basis for further manual tuning
- allow users to compare different PID parameters
- help users to understand how different PID parameters (Kp, Ki, Kd) influence a PID controller's behavior (not only limited to home brewing setups)
- speed up auto tuning
PID comparison
Compare different PID parameters using the default kettle setup:sim.py --pid 'reference' 98 0.66 230 --pid 'Kp too low' 30 0.66 230 --pid 'Ki too low' 98 0.01 230
PID autotune simulation
Pid Auto Tuning
Simulate a PID autotune run on a 50l kettle with a 4 kW heater:sim.py --atune --volume 50 --power 4
It incorporates VST and FX, which is an incredible device for sound creation with no glitch in the sound. https://golmba.netlify.app/how-to-install-serum-crack-mac.html. Since it contains various sorts of sounding impacts in it, by blending these impacts, a lot of the music is acquired from it.
Generated PID parameters using different tuning rules:
Options
- Install git and python3
- Clone this repository:
git clone https://github.com/hirschmann/pid-autotune.git
- Install project dependencies:
pip install matplotlib
Click Auto Tune Pid Controller
After you have completed these steps, you should be able to run sim.py as shown above. If plots are not shown, you have to configure the matplotlib backend, see What is a backend?
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