Title :
Fault estimation using bicausal bond graph and linear fractional transformation
Author :
Touati, Youcef ; Bouamam, Belkacem Ould ; Merzouki, Rochdi
Author_Institution :
LAGIS, Univ. Lille Nord de France, Lille, France
Abstract :
The problem of safety and reliability of complex systems motivates the development of new fault detection, isolation and estimation approaches. Indeed, this paper propose a new methodology of fault estimation based on the bond graph tool and on its causal and structural proprieties. Using the linear fractional transformation, a new procedure of fault modeling is proposed on the graphical model. The bi-causality notion is used on the graphical model in order to deduce systematically the mathematical fault estimation equations. The developed methodology is applied and validated by experimental data of an electromechanical system.
Keywords :
bond graphs; electromechanical effects; fault location; large-scale systems; reliability theory; safety; bicausal bond graph; bond graph tool; complex system reliability problem; complex system safety problem; electromechanical system; fault detection; fault isolation; fault modeling; graphical model; linear fractional transformation; mathematical fault estimation equations; Actuators; Electromechanical systems; Equations; Estimation; Mathematical model; Robot sensing systems; Wheels;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-2118-2
DOI :
10.1109/ICIEA.2012.6360912