• DocumentCode
    130042
  • Title

    Stability fuzzy controller design for affine fuzzy systems using a descriptor system approach

  • Author

    Liu Shanjian ; Shen Jiong ; Li Yiguo

  • Author_Institution
    Key Lab. of Energy Thermal Conversion & Control of Minist. of Educ., Southeast Univ., Nanjing, China
  • fYear
    2014
  • fDate
    28-30 July 2014
  • Firstpage
    467
  • Lastpage
    472
  • Abstract
    The problems of stability analysis and control synthesis for affine fuzzy systems are investigated by using a descriptor system approach. In most of pioneer works for closed-loop affine fuzzy systems, the sufficient stability conditions are cast in terms of bilinear matrix inequalities (BMIs), which is a difficult issue for designers. In this paper, the affine fuzzy systems are formulated as descriptor representation at first. Then, based on fuzzy Lyapunov functions, the sufficient stability conditions of the closed-loop systems are derived in terms of linear matrix inequalities (LMIs), rather than BMIs. Hence, the relaxed stability conditions can be easily solved by convex optimization algorithms. Finally, a numerical example is given to illustrate the effectiveness and feasibility of the proposed approach.
  • Keywords
    Lyapunov methods; closed loop systems; control system synthesis; fuzzy control; linear matrix inequalities; optimisation; stability; BMI; LMI; bilinear matrix inequalities; closed-loop affine fuzzy systems; control synthesis; convex optimization algorithms; descriptor system approach; fuzzy Lyapunov functions; linear matrix inequalities; stability analysis; stability conditions; stability fuzzy controller design; Fuzzy systems; Linear matrix inequalities; Lyapunov methods; Numerical stability; Stability criteria; Thermal stability; Affine fuzzy system; control synthesis; descriptor system; linear matrix inequality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation (ICIA), 2014 IEEE International Conference on
  • Conference_Location
    Hailar
  • Type

    conf

  • DOI
    10.1109/ICInfA.2014.6932701
  • Filename
    6932701