• DocumentCode
    2717820
  • Title

    Improvements on local non-quadratic stability of Takagi-Sugeno models

  • Author

    Sala, Antonio ; Bernal, Miguel ; Jaadari, Abdelhafidh ; Guerra, Thierry-Marie

  • Author_Institution
    Dept. of Syst. Eng. & Control, Tech. Univ. of Valencia, Valencia, Spain
  • fYear
    2010
  • fDate
    8-10 Sept. 2010
  • Firstpage
    101
  • Lastpage
    106
  • Abstract
    The present paper proposes simple and effective ways to improve recent results on the estimation of the region of attraction of continuous-time Takagi-Sugeno (TS) models. These estimates are obtained via a novel non-quadratic local stability approach that overcomes infeasible global quadratic conditions. In order to ameliorate these solutions two techniques are proposed to successively obtain better estimations of the stability domain: if a nonlinear model is available, an algorithm alternating closer modeling areas and bigger estimates comes in handy; if not, an algorithm alternating closer polytopes and bigger estimates proves useful. Conditions are expressed as linear matrix inequalities (LMIs) and progressively better estimates of the region of attraction are obtained via linear programming techniques. Some examples are included to illustrate the improvements.
  • Keywords
    continuous time systems; linear matrix inequalities; linear programming; nonlinear systems; stability; continuous-time Takagi-Sugeno models; linear matrix inequalities; linear programming techniques; local nonquadratic stability approach; nonlinear model; Asymptotic stability; Control systems; Estimation; Lyapunov method; Modeling; Stability criteria; Linear Matrix Inequalities (LMI); Local Asymptotic Stability; Stability Domain; Takagi-Sugeno models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control (ISIC), 2010 IEEE International Symposium on
  • Conference_Location
    Yokohama
  • ISSN
    2158-9860
  • Print_ISBN
    978-1-4244-5360-3
  • Electronic_ISBN
    2158-9860
  • Type

    conf

  • DOI
    10.1109/ISIC.2010.5612899
  • Filename
    5612899