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A fuzzy knowledge based method for maintenance planning in a power system

Sergaki Amalia, Kalaitzakis Kostas

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URIhttp://purl.tuc.gr/dl/dias/57B31B37-7820-429C-A3FA-16971DC54738-
Identifierhttp://www.tuc.gr/fileadmin/users_data/elci/Kalaitzakis/J.21.pdf-
Identifierhttps://doi.org/10.1016/S0951-8320(02)00010-8-
Languageen-
Extent12en
TitleA fuzzy knowledge based method for maintenance planning in a power systemen
CreatorSergaki Amaliaen
CreatorΣεργακη Αμαλιαel
CreatorKalaitzakis Kostasen
CreatorΚαλαϊτζακης Κωσταςel
PublisherElsevieren
DescriptionΔημοσίευση σε επιστημονικό περιοδικό el
Content SummaryThe inspection planning in electric power industry is used to assess the safety and reliability of system components and to increase the ability of failure situation identification before it actually occurs. It reflects the implications of the available information on the operational and maintenance history of the system. The output is a ranked list of components, with the most critical ones at the top, which indicates the selection of the components to be inspected. In this paper, we demonstrate the use of a fuzzy relational database model for manipulating the data required for the criticality component ranking in thermal power systems inspection planning, incorporating criteria concerning aspects of safety and reliability, economy, variable operational conditions and environmental impacts. Often, qualitative thresholds and linguistic terms are used for the component criticality analysis. Fuzzy linguistic terms for criteria definitions along with fuzzy inference mechanisms allow the exploitation of the operators' expertise. The proposed database model ensures the representation and handling of the aforementioned fuzzy information and additionally offers to the user the functionality for specifying the precision degree by which the conditions involved in a query are satisfied. In order to illustrate the behavior of the model, a case study is given using real inspection data.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-09-28-
Date of Publication2002-
SubjectInspection planningen
SubjectFuzzy relational databaseen
SubjectCriticality analysisen
SubjectDecision support systemsen
Bibliographic CitationA. Sergaki, K.C. Kalaitzakis, "A fuzzy knowledge based method for maintenance planning in a power system," Reliability Engineering & System Safety, vol. 77, no.1, pp. 19-30, Jul. 2002. doi:10.1016/S0951-8320(02)00010-8en

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