Title :
A hybrid approach to failure diagnosis of industrial systems
Author_Institution :
Joseph C. Wilson Center for Res. & Technol., Xerox Corp., El Segundo, CA, USA
Abstract :
This paper presents a hybrid approach to failure diagnosis that integrates the qualitative discrete event systems diagnostic methodology with quantitative analysis based techniques. The primary motivation for this hybrid approach is to achieve failure diagnosis in systems with limited sensor availability. The proposed scheme combines the relative advantages of the quantitative and the qualitative diagnostic schemes, and it allows integration of a variety of diagnostic technologies in one unified framework. The approach is illustrated using the paper feeder system of a digital copier as an example
Keywords :
diagnostic expert systems; fault diagnosis; photocopying; digital copier; discrete event systems; failure diagnosis; industrial systems; limited sensor availability; paper feeder system; qualitative diagnostic schemes; quantitative analysis; quantitative diagnostic schemes; Costs; Discrete event systems; Engines; Failure analysis; Image analysis; Information analysis; Sensor phenomena and characterization; Sensor systems; Signal analysis; Signal design;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.946050