• DocumentCode
    35457
  • Title

    Analysis of the Fuzzy Controllability Property and Stabilization for a Class of T–S Fuzzy Models

  • Author

    Meda-Campana, Jesus Alberto ; Rodriguez-Valdez, Jorge ; Hernandez-Cortes, Tonatiuh ; Tapia-Herrera, Ricardo ; Nosov, Valeriy

  • Author_Institution
    Campus Zacatenco, Dept. of Mech. Eng., Inst. Politec. Nac., Mexico City, Mexico
  • Volume
    23
  • Issue
    2
  • fYear
    2015
  • fDate
    Apr-15
  • Firstpage
    291
  • Lastpage
    301
  • Abstract
    In this paper, the controllability property for a class of Takagi-Sugeno (T-S) fuzzy models is analyzed, while a fully nonlinear stabilizer is designed in a practical way. It is shown that global fuzzy stabilizers can be constructed in a nonconservative way by means of a relatively simple approach. The existence of such controllers depends on the fuzzy controllability conditions, which are derived in a straightforward way. The main advantage of the proposed approach is that the convergence of the closed-loop system can be imposed arbitrarily. Some examples are given in order to illustrate the validity of the method. Finally, the proposed controller is applied on an underactuated system known as “pendubot” and the results are compared with an stabilizer designed on the basis of LMIs.
  • Keywords
    closed loop systems; controllability; fuzzy control; fuzzy set theory; linear matrix inequalities; nonlinear control systems; stability; LMI; T-S fuzzy model; Takagi-Sugeno fuzzy model; closed-loop system; fuzzy controllability; global fuzzy stabilizer; nonlinear stabilizer; pendubot; stabilization; Analytical models; Controllability; Eigenvalues and eigenfunctions; Fuzzy systems; Mathematical model; Nonlinear systems; Time-varying systems; Fuzzy Ackermann’s formula; Takagi–Sugeno (T–S) fuzzy models; fuzzy controllability; fuzzy stability;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2014.2312025
  • Filename
    6767055