Title :
Implementation of a fractional PD controller tuned by genetic algorithm for a Steward platform
Author :
Yu Zhong ; Dutta, Arin ; Copot, Cosmin ; Ionescu, Clara-Mihaela ; De Keyser, Robin
Author_Institution :
Dept. of Electr. energy, Gent Univ., Zwijnaarde, Belgium
Abstract :
Mechatronic systems are conventionally modeled by integer order state equations for simplicity. Based on these integer-order models, integer-order PID or other classical model-based controllers are designed. However, often complex mechatronic systems require fractional-order state equations for a more adequate description. In this paper, a Steward platform (ball and plate system) with different balls is used to demonstrate this. A fractional-order PD controller is designed and tuned by a genetic algorithm based global optimizer to obtain the suitable parameter values in time domain. The experimental results show that the fractional-order PD controllers can provide better performances than conventional integer-order PD controllers.
Keywords :
PD control; genetic algorithms; mechatronics; robots; three-term control; Steward platform; complex mechatronic systems; fractional-order PD controller; fractional-order state equations; genetic algorithm; global optimizer; integer order state equations; integer-order PD controllers; integer-order PID controller; model-based controllers; Biological cells; Genetic algorithms; Mathematical model; PD control; Servomotors; Time-domain analysis; Tuning; PID control; Steward platform; fractional-order controller; genetic algorithm;
Conference_Titel :
Control Conference (ASCC), 2013 9th Asian
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-5767-8
DOI :
10.1109/ASCC.2013.6606245