Title :
Multiple fault diagnosis using mathematical models
Author :
Mhamdi, Lotfi ; Dhouibi, H. ; Liouane, Noureddine ; Simeu-Abazi, Zineb
Author_Institution :
UR ATSI D. Genie Electr. de L´ENIM, Monastir, Tunisia
Abstract :
Multiple fault diagnosis is a challenging problem because the number of candidates grows exponentially in the number of faults. The multiple fault problems is important, since the single fault assumption can lead to incorrect or failed diagnoses when multiple faults occur. In this work, we present an approach for diagnosing multi faults based on model using techniques of detection and localization. We use an observer to generate residuals for a decision in a stage of monitoring and diagnostic system when disruptions or defects occur. Our contribution is the proposal of a diagnostic method when multiple faults type actuators or sensors affect the system.
Keywords :
fault location; mathematical analysis; observers; defects; detection techniques; disruptions; localization techniques; mathematical models; multiple fault diagnosis; multiple fault problems; observer; residuals generation; Actuators; Communities; Fault diagnosis; Mathematical model; Sensor systems; Vectors; diagnosis; multiple faults; observer; residues;
Conference_Titel :
Control Conference (ASCC), 2013 9th Asian
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-5767-8
DOI :
10.1109/ASCC.2013.6606344