• DocumentCode
    3159362
  • Title

    Bond Graph Model Based For Robust Fault Diagnosis

  • Author

    Djeziri, M.A. ; Merzouki, R. ; Bouamama, B. Ould ; Dauphin-Tanguy, G.

  • Author_Institution
    Ecole Centrale de Lille, Villeneuve-d´´Ascq
  • fYear
    2007
  • fDate
    9-13 July 2007
  • Firstpage
    3017
  • Lastpage
    3022
  • Abstract
    This paper deals with residuals and thresholds generation in presence of parameter uncertainties, using only one bond graph representation in linear fractional transformation form (LFT), applied for mechatronic system. The residuals sensitivity analysis based on the fault detectability indexes, with Interval and Statistical methods are used for their evaluation. The presented methodology is applied on electromechanical test bench in order to detect a backlash phenomenon. Experimental tests show the influence of the dead zone magnitude and system parameters variations on the residuals.
  • Keywords
    bond graphs; fault diagnosis; mechatronics; sensitivity analysis; statistical analysis; bond graph model; electromechanical test bench; fault detectability indexes; interval methods; linear fractional transformation form; mechatronic system; parameter uncertainties; robust fault diagnosis; sensitivity analysis; statistical methods; Bonding; Electrical fault detection; Fault detection; Fault diagnosis; Mechatronics; Redundancy; Robustness; Sensitivity analysis; Testing; Uncertain systems; Bond Graph; Fault Diagnosis; Linear Fractional Transformation; Parameter Uncertainties; Residuals Sensitivity Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2007. ACC '07
  • Conference_Location
    New York, NY
  • ISSN
    0743-1619
  • Print_ISBN
    1-4244-0988-8
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2007.4282195
  • Filename
    4282195