• 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