Reliability-based optimization of imperfect preventive maintenance with Bayesian estimation

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dc.authoridGOKSULUK, Dincer/0000-0002-2752-7668
dc.authoridTursel Eliiyi, Deniz/0000-0001-7693-3980
dc.authorwosidGOKSULUK, Dincer/E-9175-2013
dc.authorwosidTursel Eliiyi, Deniz/J-9518-2014
dc.contributor.authorGürler, Selma
dc.contributor.authorGöksülük, Dinçer
dc.contributor.authorEliiyi, Deniz Tursel
dc.date.accessioned2023-03-22T19:47:34Z
dc.date.available2023-03-22T19:47:34Z
dc.date.issued2022
dc.departmentBelirleneceken_US
dc.description.abstractIn this study, we present a sequential imperfect preventive maintenance model for a component subject to degradation. We use an age reduction reliability model for scheduling preventive maintenance, which is performed whenever the component's reliability falls below the reliability threshold level, R. The problem is considered under lack of data, in which the Bayesian methodology is more appropriate than the frequentist view for estimating the unknown parameters of the model. We assume a fixed duration for preventive maintenance, whereas the duration of corrective maintenance is an exponential random variable. We model the total expected cost over all cycles and find the optimal preventive maintenance plan until a replacement based on the reliability threshold value. We also conducted a numerical study for sensitivity analysis of the developed model.en_US
dc.identifier.doi10.1080/08982112.2022.2150085
dc.identifier.issn0898-2112
dc.identifier.issn1532-4222
dc.identifier.scopus2-s2.0-85144060177en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1080/08982112.2022.2150085
dc.identifier.urihttps://hdl.handle.net/20.500.14034/774
dc.identifier.wosWOS:000893585400001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.journalQuality Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBayesian inferenceen_US
dc.subjectoptimizationen_US
dc.subjectpreventive maintenanceen_US
dc.subjectreliabilityen_US
dc.subjectunreliable systemen_US
dc.subjectReplacementen_US
dc.subjectModelsen_US
dc.titleReliability-based optimization of imperfect preventive maintenance with Bayesian estimationen_US
dc.typeArticleen_US

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