• DocumentCode
    2276557
  • Title

    A robust fuzzy PI controller for a flexible-joint robot arm with uncertainties

  • Author

    Tang, Weiming ; Chen, Guanrong

  • Author_Institution
    Dept. of Electr. Eng., Houston Univ., TX, USA
  • fYear
    1994
  • fDate
    26-29 Jun 1994
  • Firstpage
    1554
  • Abstract
    The improved fuzzy controller designed is based on an existing fuzzy PI controller, which can control an uncertain flexible-joint robot arm to produce satisfactory tracking results. The improved fuzzy PI controller not only can control (stable and unstable) conventional linear systems, performing as well as the conventional PI controller, but also is capable of controlling many nonlinear systems such as the flexible-joint robot arm under investigation which contains uncertainties within ten percent tolerance of all the nominal system-parameter values. In this improved fuzzy PI controller, we used only three simple membership functions plus six simple fuzzy logic control rules. In this paper, we briefly describe the design principle of this improved fuzzy PI controller and its tracking performance in handling the nonlinearity, flexibilities and uncertainties of the flexible-joint robot arm system
  • Keywords
    control system synthesis; fuzzy control; fuzzy logic; manipulators; nonlinear systems; robust control; tracking; two-term control; design principle; flexible-joint robot; fuzzy logic control rules; membership functions; nonlinear systems; nonlinearity; robust fuzzy PI controller; tracking; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Linear systems; Nonlinear control systems; Nonlinear systems; Robots; Robust control; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
  • Conference_Location
    Orlando, FL
  • Print_ISBN
    0-7803-1896-X
  • Type

    conf

  • DOI
    10.1109/FUZZY.1994.343926
  • Filename
    343926