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Fault Estimation and Isolation Using Bond Graph Approach

Authors :
Youcef Touati
B. Ould Bouamama
Rochdi Merzouki
LAGIS-MOCIS
Laboratoire d'Automatique, Génie Informatique et Signal (LAGIS)
Université de Lille, Sciences et Technologies-Centrale Lille-Centre National de la Recherche Scientifique (CNRS)-Université de Lille, Sciences et Technologies-Centrale Lille-Centre National de la Recherche Scientifique (CNRS)
Université de Lille, Sciences et Technologies-Centrale Lille-Centre National de la Recherche Scientifique (CNRS)
Source :
The 8th International Federation of Automatic Control (IFAC) Symposium SAFEPROCESS-2012, The 8th International Federation of Automatic Control (IFAC) Symposium SAFEPROCESS-2012, Aug 2012, Mexico. pp.6, The 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS), The 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, The 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Aug 2012, Mexico City, Mexico. pp.138-143
Publication Year :
2012
Publisher :
HAL CCSD, 2012.

Abstract

International audience; This paper deals with fault detection and isolation using bond graph approach. The latter consists of using the analytical redundancy relations to detect the fault, and the fault signature matrix to isolate it. The generation of analytical redundancy relation is performed using the causality inversion method to automate the procedure. The contribution of this paper is the development of an algorithm of fault isolation for the faults which have the same signature. The developed procedure is based on the residuals sensitivity and in the generation of the fault estimation equations. The fault is estimated from each residual sensible to it and compared with the others to isolate it. An application on a mobile robot is done to validate this procedure.

Details

Language :
English
Database :
OpenAIRE
Journal :
The 8th International Federation of Automatic Control (IFAC) Symposium SAFEPROCESS-2012, The 8th International Federation of Automatic Control (IFAC) Symposium SAFEPROCESS-2012, Aug 2012, Mexico. pp.6, The 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS), The 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, The 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Aug 2012, Mexico City, Mexico. pp.138-143
Accession number :
edsair.doi.dedup.....3f0a31f5c1f45e3279759df53a10d28d