Title :
Genetic algorithms applied to controller design of an electric drive system
Author :
Rey, J.P. ; Bruinsma, J.A. ; van Duivenbode, R. ; Krohling, R.A.
Author_Institution :
Dept. of Electr. Eng., Noordelijke Hogeschool Leeuwarden, Netherlands
Abstract :
Classical control methods are still employed in industry. Proper design and tuning of the controllers are essential for the acceptable performance of the controlled system. In the past, a considerable number of methods have been developed for this purpose. This paper presents a novel, alternative technique of controller design based on genetic algorithms and a laboratory-scale direct current drive as application example. Experimental results show the potential of the method
Keywords :
DC motor drives; control system synthesis; genetic algorithms; machine control; two-term control; PI controller; classical control methods; controller design; controllers tuning; direct current drive; electric drive system; genetic algorithms; Algorithm design and analysis; Control systems; DC motors; Genetic algorithms; Hysteresis motors; Industrial control; Laplace equations; Three-term control; Transfer functions; Tuning;
Conference_Titel :
Industrial Electronics, 1998. Proceedings. ISIE '98. IEEE International Symposium on
Conference_Location :
Pretoria
Print_ISBN :
0-7803-4756-0
DOI :
10.1109/ISIE.1998.711666