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
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;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282195