Title :
On-line PID controller tuning using genetic algorithm and DSP PC board
Author :
Pawel Fabijanski;Ryszard Lagoda
Author_Institution :
Institute of Control and Industrial Electronics, Warsaw University of Technology, Poland
Abstract :
In this paper we uses a software pack, which allows to adjust PID controller automatically in real time way in the case of changes parameters of used object. PID settings are optimized in real time by using genetic algorithm and are compared with generally accepted quality indicators for control systems like rise time, % overshoot and settling time of step response or such coefficient like oscillations frequency, reduced damping and gain of second order object. A digital signal processor (DSP) is a specialized microprocessor designed specifically for digital signal processing generally in real time applications requiring high computation. The simulation results were verified by some laboratory test.
Keywords :
"Genetic algorithms","Transfer functions","Digital signal processing","Control systems","Real time systems","Tuning","Motion control"
Conference_Titel :
Power Electronics and Motion Control Conference, 2008. EPE-PEMC 2008. 13th
Print_ISBN :
978-1-4244-1741-4
DOI :
10.1109/EPEPEMC.2008.4635574