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
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