DocumentCode
2302147
Title
A framework for fault diagnosis in distributed expert systems
Author
Guan, J.W. ; Guan, Z. ; Bell, D.A.
Author_Institution
Dept. of Inf. Syst., Ulster Univ., Jordanstown, UK
fYear
1994
fDate
6-9 Nov 1994
Firstpage
654
Lastpage
660
Abstract
This paper presents a framework for fault diagnosis in distributed expert systems. We investigate computational methods for evidential reasoning in expert systems based on the Guan-Bell approach. Matrices and their products are used to express the reasoning algorithms. This makes the algorithms simpler and perhaps more efficient to implement. To make the description of our method clear, we trace through the analysis of the simplified problem of an example in the context of fault diagnosis in a distributed vehicle monitoring system
Keywords
belief maintenance; case-based reasoning; expert systems; fault diagnosis; matrix algebra; Guan-Bell approach; beliefs; computational methods; distributed expert systems; distributed vehicle monitoring system; evidential reasoning; fault diagnosis; matrices; Bayesian methods; Boolean algebra; Computerized monitoring; Density functional theory; Diagnostic expert systems; Expert systems; Fault diagnosis; Information systems; Marine vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools with Artificial Intelligence, 1994. Proceedings., Sixth International Conference on
Conference_Location
New Orleans, LA
Print_ISBN
0-8186-6785-0
Type
conf
DOI
10.1109/TAI.1994.346432
Filename
346432
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