• DocumentCode
    3220202
  • Title

    On the exact output regulation for Takagi-Sugeno fuzzy systems

  • Author

    Meda-Campana, J.A. ; Gomez-Mancilla, J.C. ; Castillo-Toledo, B.

  • Author_Institution
    Mech. Eng. Dept., SEPI-ESIME Zacatenco of Nat. Polytech. Inst., Mexico City, Mexico
  • fYear
    2010
  • fDate
    9-11 June 2010
  • Firstpage
    417
  • Lastpage
    422
  • Abstract
    In this paper, the Takagi-Sugeno (TS) fuzzy modelling and the fuzzy regulation theory are considered in order to design a fuzzy controller capable of taking the output of a fuzzy plant to the reference signal generated by an external system. It is well-known that TS fuzzy modelling allows the stabilizer to be obtained by means of numerical techniques. As a result, stability region defined by the fuzzy stabilizer is larger than the one obtained when a simple linear stabilizer is considered. On the other hand, a fuzzy regulator constructed from linear controllers does not solve the exact regulation problem in general [6], [12], [13], [15]. Therefore, a fully nonlinear regulator, defined on the overall TS fuzzy model, is considered in this work. The results are applied on a simple fuzzy model in order to illustrate the improvement achieved with the proposed approach.
  • Keywords
    control system synthesis; fuzzy control; fuzzy set theory; fuzzy systems; nonlinear control systems; stability; TS fuzzy system; Takagi-Sugeno fuzzy system; fuzzy controller; fuzzy regulation theory; fuzzy stabilizer; linear stabilizer; nonlinear regulator; Automation; Cost function; Fuzzy systems; Lagrangian functions; Logistics; Marine vehicles; Mathematical model; Optimization methods; Stochastic processes; Takagi-Sugeno model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation (ICCA), 2010 8th IEEE International Conference on
  • Conference_Location
    Xiamen
  • ISSN
    1948-3449
  • Print_ISBN
    978-1-4244-5195-1
  • Electronic_ISBN
    1948-3449
  • Type

    conf

  • DOI
    10.1109/ICCA.2010.5524347
  • Filename
    5524347