• DocumentCode
    2815464
  • 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
  • Volume
    2
  • fYear
    1996
  • fDate
    18-21 Nov 1996
  • Firstpage
    663
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/ETFA.1996.573983
  • Filename
    573983