• DocumentCode
    3340580
  • Title

    Fuzzy logic control of a moving flexible manipulator

  • Author

    Chen, Chong ; Yin, Yican

  • Author_Institution
    Dept. of Eng. Technol. & Ind. Studies, Middle Tennessee State Univ., Murfreesboro, TN, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    315
  • Abstract
    Flexible manipulators provide significant advantages over commonly used rigid robots, such as high operation speed and high power efficiency. However, the controller design for these manipulators is very complicated because of the nonlinear vibration dynamics. In this paper, a rule-based scheme for implementing a fuzzy logic controller to drive a flexible manipulator is proposed. The phase portrait plane has been adopted to build the rules based on mathematical reasoning rather than the conventional trial and error method, which is dependent on the operator´s experience. In order to improve the performance of the fuzzy logic controller, an adjustable weight parameter has been introduced to build the control table. A set of variable width triangular membership functions is used to improve the resolution of the controller. The effectiveness of the control law has been demonstrated with numerical simulation
  • Keywords
    closed loop systems; flexible manipulators; fuzzy control; mobile robots; nonlinear control systems; adjustable weight parameter; control table; controller design; fuzzy logic control; mathematical reasoning; moving flexible manipulator; nonlinear vibration dynamics; operation speed; phase portrait plane; power efficiency; resolution; rule-based scheme; variable width triangular membership functions; Control systems; Error correction; Fuzzy logic; Industrial control; Manipulator dynamics; Nonlinear equations; Partial differential equations; Robot control; Service robots; Vibration control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications, 1999. Proceedings of the 1999 IEEE International Conference on
  • Conference_Location
    Kohala Coast, HI
  • Print_ISBN
    0-7803-5446-X
  • Type

    conf

  • DOI
    10.1109/CCA.1999.806649
  • Filename
    806649