• DocumentCode
    328336
  • Title

    A simple approach to handle the nonlinearity of a fuzzy controller due to the max-min method

  • Author

    Bastian, A.

  • Author_Institution
    Lab. for Internat. Fuzzy Eng. Res., Yokohama, Japan
  • Volume
    1
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    794
  • Abstract
    Fuzzy controllers are widely applied on various systems. One reason is because even strong nonlinearities can be easily introduced to these controllers. Although nonlinearities can be easily introduced, it is very hard to determine the degree of nonlinearity. This paper suggests a simple approach to control the nonlinearity of the controller due to Mamdani´s max-min method (1974) by changing the defuzzification method. We show, that under certain assumptions, even an almost linear controller can be obtained. Finally, a simulation study of an inverted pendulum applying the new defuzzification method is presented.
  • Keywords
    control nonlinearities; fuzzy control; maximum principle; minimax techniques; almost linear controller; defuzzification method; fuzzy controller nonlinearity; inverted pendulum; max-min method; strong nonlinearities; Control nonlinearities; Control systems; Fuzzy control; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Gravity; Industrial control; Laboratories;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.714033
  • Filename
    714033