• DocumentCode
    2519716
  • Title

    Robust multi objective H2/H control of nonlinear uncertain systems using multiple linear model and ANFIS

  • Author

    Azimi, Vahid ; Akhlaghi, Peyman ; Kazemi, Mohammad Hossein

  • Author_Institution
    South Tehran Branch, Islamic Azad Univ., Tehran, Iran
  • fYear
    2011
  • fDate
    23-25 May 2011
  • Firstpage
    2641
  • Lastpage
    2646
  • Abstract
    This paper considers the multi objective robust control for nonlinear systems using multiple model and adaptive neuro fuzzy inference system (ANFIS). Nonlinear system divided to multiple linear model based on piecewise linearization around set points. For each linear model multi objective robust controller is designed to guarantee both system performance and robust stability. To design the robust controller for each linear model, nonlinearity part of system consider as uncertainty of linear system. The advantages of proposed method are that it can reduce the parameter perturbation and nonlinear uncertainty as well as increased the performance of the system. In this work ANFIS is used to make decision and combine the designed controller for each linear model. Simulation result on a nonlinear benchmark plant shows the effectiveness of the proposed method.
  • Keywords
    H control; adaptive control; control system synthesis; fuzzy control; fuzzy reasoning; neurocontrollers; nonlinear control systems; piecewise linear techniques; robust control; stability; uncertain systems; ANFIS; adaptive neuro fuzzy inference system; linear system uncertainty; multiobjective robust controller; multiple linear model; nonlinear benchmark plant; nonlinear uncertain system control; nonlinear uncertainty; parameter perturbation; piecewise linearization around set point; robust multiobjective H2-H control; robust stability; Adaptation models; Control systems; Mathematical model; Nonlinear systems; Robustness; Symmetric matrices; Uncertainty; ANFIS; H infinity; H2; Multi objective; Nonlinear; Robust;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2011 Chinese
  • Conference_Location
    Mianyang
  • Print_ISBN
    978-1-4244-8737-0
  • Type

    conf

  • DOI
    10.1109/CCDC.2011.5968657
  • Filename
    5968657