Title :
Comparisons of MRAFCS with the Smith predictor method and a PID controller for a time delay plant
Author :
Idoue, Toru ; Hsu, Chin-Chih ; Yamada, Shin-ichi ; Fujikawa, Hideji
Author_Institution :
Dept. of Electron. Eng., Musashi Inst. of Technol., Tokyo, Japan
Abstract :
This paper proposes a new control method for time delay plant. Some systems have an unavoidable time delay. It is difficult to solve a plant with a time delay which makes the current signal shift and the controlled system become unstable when the time delay varies. Therefore, the authors applied fuzzy reasoning to a model reference adaptive control system. But the fuzzy rule set needs to be tuned by a trial and error type method. In this paper, the fuzzy rule sets are constructed by multi-operator self-tuning genetic algorithms
Keywords :
control system analysis; control system synthesis; delay systems; fuzzy control; genetic algorithms; model reference adaptive control systems; stability; MRACS; control design; control simulation; fuzzy reasoning; fuzzy rule set tuning; model reference adaptive fuzzy control system; multi-operator self-tuning genetic algorithms; time delay plant; trial and error type method; Adaptive control; Control systems; Delay effects; Error correction; Fuzzy control; Fuzzy sets; Fuzzy systems; Optimal control; Three-term control; Transfer functions;
Conference_Titel :
Industrial Electronics Society, 1999. IECON '99 Proceedings. The 25th Annual Conference of the IEEE
Conference_Location :
San Jose, CA
Print_ISBN :
0-7803-5735-3
DOI :
10.1109/IECON.1999.819391