Reinforcing fuzzy rule-based diagnosis of turbomachines with case-based reasoning

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dc.contributor.author Yang, M.
dc.contributor.author Shen, Qiang
dc.date.accessioned 2009-02-10T14:30:57Z
dc.date.available 2009-02-10T14:30:57Z
dc.date.issued 2008
dc.identifier.citation Yang , M & Shen , Q 2008 , ' Reinforcing fuzzy rule-based diagnosis of turbomachines with case-based reasoning ' International Journal of Knowledge-Based and Intelligent Engineering Systems , vol 12 , no. 1 , pp. 173-181 . en
dc.identifier.issn 1327-2314
dc.identifier.other PURE: 98981
dc.identifier.other dspace: 2160/1874
dc.identifier.uri http://hdl.handle.net/2160/1874
dc.identifier.uri http://iospress.metapress.com/content/h0088602326826m8/ en
dc.description Yang, M., Shen, Q., Reinforcing fuzzy rule-based diagnosis of turbomachines, International Journal of Knowledge-Based and Intelligent Engineering Systems, 12(2):173-181, 2008 en
dc.description.abstract This paper presents an integrated knowledge-based system, which combines fuzzy rule-based reasoning with case-based reasoning, for turbomachinery diagnosis. By incorporating a casebased reasoning sub-system in a fuzzy rule-based system, the integrated system allows past experience to be applied in a more direct way. This helps improve the diagnostic accuracy of the rulebased system. This approach has been implemented for the specific task of identifying possible causes of observed vibrations in rotating machines, based on the initial work presented in [18]. The ability that the case-based sub-system brings to the integrated system in improving the diagnostic efficacy of the original rule-based system is demonstrated with test results on real cases. en
dc.format.extent 9 en
dc.language.iso eng
dc.relation.ispartof International Journal of Knowledge-Based and Intelligent Engineering Systems en
dc.title Reinforcing fuzzy rule-based diagnosis of turbomachines with case-based reasoning en
dc.type Text en
dc.type.publicationtype Article (Journal) en
dc.contributor.institution Department of Computer Science en
dc.contributor.institution Advanced Reasoning Group en
dc.description.status Peer reviewed en


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