• DocumentCode
    696264
  • Title

    Threshold computation for robust fault detection in a class of continuous-time nonlinear systems

  • Author

    Khan, Abdul Qayyum ; Ding, Steven X.

  • Author_Institution
    Inst. of Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany
  • fYear
    2009
  • fDate
    23-26 Aug. 2009
  • Firstpage
    3088
  • Lastpage
    3093
  • Abstract
    This report presents a study on the problem of residual evaluation and threshold computation for detection of faults in continuous time nonlinear systems. A generalized framework for designing norm-based residual evaluation scheme is proposed. The problem of threshold computation is formulated as an optimization problem and its solution is developed using the well known LMI technique. Three commonly used thresholds i.e. Jth,RMS,2, Jth,Peak,Peak and Jth,P eak,2 are computed. A numerical example is given to show the effectiveness of the proposed approach.
  • Keywords
    continuous time systems; control system synthesis; fault tolerant control; linear matrix inequalities; nonlinear control systems; optimisation; robust control; Jth,P eak,2; Jth,Peak,Peak; Jth,RMS,2; LMI technique; continuous-time nonlinear systems; generalized framework; norm-based residual evaluation scheme; optimization problem; robust fault detection; threshold computation; Equations; Fault detection; Nonlinear systems; Observers; Optimization; Robustness; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2009 European
  • Conference_Location
    Budapest
  • Print_ISBN
    978-3-9524173-9-3
  • Type

    conf

  • Filename
    7074879