Title :
Diagnosis of Bond Graph modeled uncertain parameters systems using residuals sensitivity
Author :
Bouallègue, Walid ; Bouabdallah, Salma Bouslama ; Tagina, Moncef
Author_Institution :
LACS, Nat. Eng. Sch. of Tunis, Tunis, Tunisia
Abstract :
In this paper, a method for on-line fault detection and isolation of uncertain parameter systems is proposed. Residual expressions are generated from bond graph model in derivative causality. Detection is based on residual fixed thresholds around a working point and adaptive thresholds that vary according to the set point. Thresholds are generated from the analysis of residuals´ sensitivity to different parameters. However, isolation is based on the fault signature matrix and the study of residual tendency. A real simulation example is provided to show the efficiency of the proposed method.
Keywords :
bond graphs; causality; fault diagnosis; hydraulic systems; matrix algebra; sensitivity analysis; uncertain systems; adaptive threshold; bond graph model; derivative causality; fault isolation; fault signature matrix; hydraulic three tank system; online fault detection; residual expression; residual fixed threshold; residual sensitivity; residual tendency; uncertain parameter system; working point; Argon; Chemicals; Monitoring; Silicon; Transforms; Bond Graph (BG); Fault Detection and Isolation (FDI); parameter uncertainties; residual sensitivity analysis;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642006