• DocumentCode
    1408065
  • Title

    {cal L}_{\\infty } -Gain Adaptive Fuzzy Fault Accommodation Control Design for Nonlinear Time-Delay Systems

  • Author

    Wu, Huai-Ning ; Qiang, Xiao-Hong ; Guo, Lei

  • Author_Institution
    Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
  • Volume
    41
  • Issue
    3
  • fYear
    2011
  • fDate
    6/1/2011 12:00:00 AM
  • Firstpage
    817
  • Lastpage
    827
  • Abstract
    In this paper, an adaptive fuzzy fault accommodation (FA) control design with a guaranteed L-gain performance is developed for a class of nonlinear time-delay systems with persistent bounded disturbances. Using the Lyapunov technique and the Razumikhin-type lemma, the existence condition of the L -gain adaptive fuzzy FA controllers is provided in terms of linear matrix inequalities (LMIs). In the proposed FA scheme, a fuzzy logic system is employed to approximate the unknown term in the derivative of the Lyapunov function due to the unknown fault function; a continuous-state feedback control strategy is adopted for the control design to avoid the undesirable chattering phenomenon. The resulting FA controllers can ensure that every response of the closed-loop system is uniformly ultimately bounded with a guaranteed L-gain performance in the presence of a fault. Moreover, by the existing LMI optimization technique, a suboptimal controller is obtained in the sense of minimizing an upper bound of the L-gain. Finally, the achieved simulation results on the FA control of a continuous stirred tank reactor (CSTR) show the effectiveness of the proposed design procedure.
  • Keywords
    Lyapunov matrix equations; adaptive control; closed loop systems; control system synthesis; delays; fuzzy control; gain control; linear matrix inequalities; nonlinear control systems; optimisation; state feedback; LMI optimization technique; Lyapunov technique; Razumikhin-type lemma; chattering; closed-loop system; continuous stirred tank reactor; continuous-state feedback control strategy; fault function; fuzzy logic system; gain adaptive fuzzy fault accommodation control design; linear matrix inequalities; nonlinear time-delay systems; suboptimal controller; Adaptation model; Adaptive systems; Artificial neural networks; Bismuth; Control design; Delay effects; ${cal L}_{infty}$-gain; Adaptive control; fault accommodation (FA); fuzzy logic systems (FLSs); nonlinear time-delay systems (NTDSs); uniform ultimate boundedness; Algorithms; Artificial Intelligence; Computer Simulation; Feedback; Fuzzy Logic; Models, Theoretical; Nonlinear Dynamics; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/TSMCB.2010.2095006
  • Filename
    5672409