Hybrid bond graph model based for robust fault detection and isolation

被引:8
|
作者
Rahal, Mohamed Ilyas [1 ,2 ]
Bouamama, Belkacem Ould [2 ]
Meghebbar, Abdelmajid [1 ]
机构
[1] Univ Abou Bekr Belkaid Tlemcen, Dept Elect & Elect Engn, Automat Lab Tlemcen LAT, Chetouane 13000, Tlemcen, Algeria
[2] Univ Lille 1, UMR CNRS 9189, CRIStAL Lab, F-59650 Villeneuve Dascq, France
关键词
Hybrid bond graph; analytical redundancy relations; linear fractional transformation; parametric uncertainties; robust fault detection and isolation; STEAM-GENERATOR; DIAGNOSIS; SYSTEMS;
D O I
10.1177/0959651815616026
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The article deals with the robust fault detection and isolation based on linear fractional transformation hybrid bond graph. The main objective is to improve the robustness of fault detection step in the presence of parametric uncertainties in hybrid models in order to minimize the false alarms. The scientific interest of the proposed method is the use of only one tool - the bond graph not only for dynamic modelling of uncertain hybrid system but also for generation of adaptive thresholds needed in residual evaluation step. For this task, hybrid bond graph uncertain model approach with controlled junctions in linear fractional transformation form (allowing to represent graphically the parametric uncertainties) is first proposed to represent all the modes of the hybrid system. Second, based on causal and structural properties of the hybrid bond graph, analytical redundancy relations (with nominal and uncertain part) valid for all the modes are then derived systematically from the diagnostic hybrid bond graph. An application to a hydraulic system is used to illustrate this method.
引用
收藏
页码:145 / 163
页数:19
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