• DocumentCode
    3400152
  • Title

    Stability of slowly varying Takagi-Sugeno fuzzy systems using zero exclusion theorem

  • Author

    Husek, Petr ; Pytelková, Renata

  • Author_Institution
    Fac. of Electr. Eng., Czech Tech. Univ., Praha, Czech Republic
  • Volume
    2
  • fYear
    2001
  • fDate
    25-28 July 2001
  • Firstpage
    1086
  • Abstract
    A method for stability analysis of Takagi-Sugeno fuzzy systems with linear transfer submodels in the consequents of rules is presented. The Takagi-Sugeno fuzzy model of a plant is supposed where the consequents of rules are linear input-output subsystems. A PDC controller with dynamic output feedback is used. The method can be applied if the parameters of the model do not vary too rapidly. The analysis is based on a stability test of corresponding frozen-time systems using the fact that those systems are linear. Stability analysis of such uncertain linear systems is performed testing the corresponding value sets using the zero exclusion theorem. Overbounding the value set by a convex polygon a sufficient condition of stability is obtained. The method can be also used for stability analysis of an uncontrolled Takagi-Sugeno fuzzy model of a plant. As an arbitrary stability region can be chosen the procedure can be used for both continuous-time and discrete-time systems
  • Keywords
    continuous time systems; discrete time systems; feedback; fuzzy control; fuzzy systems; linear systems; stability; uncertain systems; PDC controller; Takagi-Sugeno fuzzy systems; continuous-time systems; convex polygon; discrete-time systems; dynamic output feedback; frozen-time systems; fuzzy control; fuzzy logic; linear input-output subsystems; linear transfer submodels; slowly varying systems; stability; uncertain linear systems; zero exclusion theorem; Control engineering; Control systems; Control theory; Fuzzy sets; Fuzzy systems; Linear systems; Output feedback; Stability analysis; System testing; Takagi-Sugeno model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-7078-3
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2001.944756
  • Filename
    944756