Title :
Hybrid fuzzy/crisp-logic control of manufacturing systems
Author :
Porter, B. ; Moi, H.
Author_Institution :
Dept. of Ind. & Manuf. Eng., Hong Kong Univ., Hong Kong
Abstract :
In recent years, techniques such as dynamic programming, the maximum principle, linear programming, and genetic algorithms have been used to synthesise optimal control policies for manufacturing systems. However, such techniques are frequently rather opaque and often yield control policies that are implemented by open-loop rather than closed-loop control systems. In this paper, it is therefore shown that closed-loop systems incorporating hybrid fuzzy/crisp-logic controllers can be readily designed for manufacturing systems. This hybrid approach is illustrated by reference to the closed-loop control of a simple manufacturing system producing a single part type
Keywords :
closed loop systems; control system synthesis; fuzzy control; industrial control; optimal control; closed-loop systems; dynamic programming; genetic algorithms; hybrid fuzzy/crisp-logic control; linear programming; manufacturing systems; maximum principle; optimal control synthesis; Control system synthesis; Control systems; Dynamic programming; Fuzzy control; Fuzzy systems; Genetic algorithms; Linear programming; Manufacturing systems; Open loop systems; Optimal control;
Conference_Titel :
Emerging Technologies and Factory Automation, 1996. EFTA '96. Proceedings., 1996 IEEE Conference on
Conference_Location :
Kauai, HI
Print_ISBN :
0-7803-3685-2
DOI :
10.1109/ETFA.1996.573983