• DocumentCode
    75613
  • Title

    On Switched Regulator Design of Uncertain Nonlinear Systems Using Takagi–Sugeno Fuzzy Models

  • Author

    de Souza, Wallysonn A. ; Teixeira, Marcelo C. M. ; Cardim, Rodrigo ; Assuncao, Edvaldo

  • Author_Institution
    Dept. of Acad. Areas of Jatai, IFG (Fed. Inst. of Educ., Sci. & Technol. of Goias), Jatai, Brazil
  • Volume
    22
  • Issue
    6
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    1720
  • Lastpage
    1727
  • Abstract
    This paper is concerned with the design of state-feedback switched controllers for a class of uncertain nonlinear plants described by Takagi-Sugeno (T-S) fuzzy models. The proposed methodology eliminates the need to find the membership function expressions to implement the control law, which is relevant in cases where the membership function depends on uncertain parameters. The design of the switched controllers is based on a minimum-type Lyapunov function and the minimization of the time derivative of this Lyapunov function. The conditions of the new stability criterion are represented by a kind of bilinear matrix inequalities (BMIs) that has been solved by the path-following method. A numerical example and the nonlinear control design of a magnetic levitator with uncertainties illustrate the procedure.
  • Keywords
    Lyapunov methods; control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; uncertain systems; BMI; T-S fuzzy models; Takagi-Sugeno fuzzy models; bilinear matrix inequalities; magnetic levitator design; membership function expression; minimum-type Lyapunov function; path following method; stability criterion; state-feedback switched controller design; switched regulator design; uncertain nonlinear systems; Indexes; Lyapunov methods; Nonlinear systems; Switches; Symmetric matrices; Takagi-Sugeno model; Bilinear matrix inequalities (BMIs); Takagi–Sugeno (T–S) fuzzy model; control of uncertain nonlinear systems; linear matrix inequalities (LMIs); switched control;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2014.2302494
  • Filename
    6722917