• DocumentCode
    706392
  • Title

    Local approach to FDI in nonlinear dynamical systems

  • Author

    Basseville, Michele ; Qinghua Zhang

  • Author_Institution
    IRISA, Rennes, France
  • fYear
    1999
  • fDate
    Aug. 31 1999-Sept. 3 1999
  • Firstpage
    391
  • Lastpage
    396
  • Abstract
    We address the problem of component fault detection and isolation in nonlinear dynamical systems. We consider parameterized nonlinear state-space models and, in the framework of the local approach we have developed, we investigate two possible solutions. The first one is based on state elimination and the use of an equivalent input-output model. The second one is based on state estimation and the use of an observer. We discuss the advantages and drawbacks of both approaches. Numerical results are given for both methods applied on a simulated example.
  • Keywords
    fault diagnosis; nonlinear systems; observers; state-space methods; FDI; component fault detection; equivalent input-output model; fault isolation; nonlinear dynamical systems; observer; parameterized nonlinear state-space models; state elimination; state estimation; Computational modeling; Mathematical model; Monitoring; Noise; Observers; Sensitivity; FDI; component faults; nonlinear dynamical systems; statistical local approach;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 1999 European
  • Conference_Location
    Karlsruhe
  • Print_ISBN
    978-3-9524173-5-5
  • Type

    conf

  • Filename
    7099334