• DocumentCode
    707081
  • Title

    A fault detection methodology for discrete nonlinear polynomial systems

  • Author

    Ashton, S.A. ; Shields, D.N.

  • Author_Institution
    Control Theor. & Applic. Centre, Coventry Univ., Coventry, UK
  • fYear
    1999
  • fDate
    Aug. 31 1999-Sept. 3 1999
  • Firstpage
    4397
  • Lastpage
    4402
  • Abstract
    This paper proposes a fault detection observer for classes of nonlinear models which consist of bilinear and polynomial nonlinearities up to degree three and are structured in discrete state space form. The observer is designed such that the error dynamics are time-varying and independent of unknown distubances. Sufficient conditions are given, in an efficient compact form, for a robust fault detection observer to exist, to be robust with respect to unknown disturbances and to detect a certain class of faults. An illustrative example is given.
  • Keywords
    bilinear systems; control nonlinearities; discrete systems; fault diagnosis; nonlinear control systems; observers; polynomials; robust control; state-space methods; bilinear nonlinearities; discrete nonlinear polynomial systems; discrete state space form; fault detection methodology; nonlinear models; observer design; polynomial nonlinearities; robust fault detection observer; sufficient conditions; time-varying error dynamics; unknown distubances; Fault detection; Mathematical model; Nonlinear systems; Observers; Polynomials; Robustness; Sufficient conditions; Fault Detection; Nonlinear; Observer; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 1999 European
  • Conference_Location
    Karlsruhe
  • Print_ISBN
    978-3-9524173-5-5
  • Type

    conf

  • Filename
    7100026