• DocumentCode
    226670
  • Title

    Fuzzy disturbance observer for a class of polynomial fuzzy control systems

  • Author

    Hugang Han ; Higaki, Yuta ; Lam, H.K.

  • Author_Institution
    Fac. of Manage. & Inf. Syst., Prefectural Univ. of Hiroshima, Hiroshima, Japan
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    2306
  • Lastpage
    2312
  • Abstract
    Disturbance observer-based control provides a promising approach to handle system disturbance and improve robustness. In this paper, a new fuzzy disturbance observer (FDO) is proposed into the SOS-based approach, where the polynomial fuzzy model is used to develop the system controller. Compared with other works published so far, the FDO mainly features two things: 1) the estimation error between the FDO and disturbance shrinks asymptotically to zero if the disturbance has a constant steady-state value; 2) parameters involved in the FDO is adjusted on the basis of the polynomial fuzzy model which is basically nonlinear. Finally, computer simulations are provided to illustrate the effectiveness of the proposed approach.
  • Keywords
    fuzzy control; fuzzy set theory; observers; polynomials; FDO; SOS-based approach; computer simulations; constant steady-state value; disturbance observer-based control; estimation error; fuzzy disturbance observer; polynomial fuzzy control systems; polynomial fuzzy model; Asymptotic stability; Control systems; Mathematical model; Observers; Polynomials; Stability analysis; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-2073-0
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2014.6891659
  • Filename
    6891659