Modeling a flexible manufacturing cell using stochastic Petri nets with fuzzy parameters

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dc.contributor.authorTuysuz, Fatih
dc.contributor.authorKahraman, Cengiz
dc.date.accessioned2024-03-13T10:34:55Z
dc.date.available2024-03-13T10:34:55Z
dc.date.issued2010
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractIn this paper, an approach for modeling and analysis of time critical, dynamic and complex systems using stochastic Petri nets together with fuzzy sets is presented. The presented method consists of two stages. The first stage is same as the conventional stochastic Petri nets with the difference that the steady-state probabilities are obtained parametrically in terms of transition firing rates. In the second stage, the transition firing rates are described by triangular fuzzy numbers and then by applying fuzzy mathematics, the fuzzy steady-state probabilities are calculated. A numerical example for modeling and analysis of a flexible manufacturing cell is given to show the applicability of proposed method. The importance of the proposed approach is that it can take into consideration both dimensions of uncertainty in system modeling, stochastic variability and imprecision. (C) 2009 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.eswa.2009.11.026
dc.identifier.endpage3920en_US
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-73249147454en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage3910en_US
dc.identifier.urihttps://doi.org/10.1016/j.eswa.2009.11.026
dc.identifier.urihttps://hdl.handle.net/20.500.12662/4146
dc.identifier.volume37en_US
dc.identifier.wosWOS:000274594300045en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofExpert Systems With Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectStochastic Petri netsen_US
dc.subjectFuzzy setsen_US
dc.subjectFuzzy probabilityen_US
dc.subjectFlexible manufacturing cellen_US
dc.subjectNon-linear optimizationen_US
dc.titleModeling a flexible manufacturing cell using stochastic Petri nets with fuzzy parametersen_US
dc.typeArticleen_US

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