Title :
Fault diagnosis reasoning for set-membership approaches and application
Author :
Ploix, Stéphane ; Follot, Cyril
Author_Institution :
Lab. d´´Automatique de Grenoble, St. Martin d´´Heres, France
Abstract :
This paper focuses on diagnostic reasoning for uncertain dynamical systems. It proposes a diagnostic reasoning that distinguishes normal from abnormal behavior and that takes into account the new results in set-membership diagnostic approaches. Considering these results, which are dedicated to uncertain systems, enlightens the diagnostic reasoning with new aspects. To validate the theoretical aspects, the paper ends by the presentation of an application of diagnostic reasoning and set-membership coherency tests on a laboratory plant: a water tanks system
Keywords :
diagnostic reasoning; fault diagnosis; set theory; uncertain systems; fault diagnosis reasoning; set membership; uncertain dynamical systems; water tanks system; Artificial intelligence; Automatic control; Fault detection; Fault diagnosis; Laboratories; Microelectronics; Sensor phenomena and characterization; System testing; Uncertain systems;
Conference_Titel :
Intelligent Control, 2001. (ISIC '01). Proceedings of the 2001 IEEE International Symposium on
Conference_Location :
Mexico City
Print_ISBN :
0-7803-6722-7
DOI :
10.1109/ISIC.2001.971489