An interval type-2 fuzzy enhanced best-worst method for the evaluation of ship diesel generator failures

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dc.authoridhttps://orcid.org/0000-0002-1070-1754
dc.contributor.authorYucesan, Melih
dc.contributor.authorBaşhan, Veysi
dc.contributor.authorDemirel, Hakan
dc.contributor.authorGul, Muhammet
dc.date.accessioned2024-06-10T10:54:42Z
dc.date.available2024-06-10T10:54:42Z
dc.date.issued2022en_US
dc.departmentBTÜ, Denizcilik Fakültesi, Gemi İnşaatı ve Gemi Makineleri Mühendisliği Bölümüen_US
dc.description.abstractThe environmental destruction in our century necessitates the implementation of more safety-based rules and the strict implementation of failure analysis, especially in the maritime sector. The generator system, considered the ship's powerhouse, is expected to be ready and well-maintained for efficient and safe operations. This study proposes a new methodology to analyze ship generator failures. This method includes a version of the best-worst multi-criteria decision-making method enriched with interval type-2 fuzzy logic (IT2FE-BWM). Enrichment with interval type-2 fuzzy numbers shows that a parameter about how much the decision-maker trusts the pairwise comparisons are added to the model. Thus, a more sensitive methodology has been proposed for the confidence of the maritime sector evaluators. A solid decision mechanism has been developed to prioritize generator failures. In addition, a comparison study with some other BWM derivatives and a creative sensitivity analysis were added to this study and its robustness was tested.en_US
dc.identifier.doi10.1016/j.engfailanal.2022.106428
dc.identifier.issn1350-6307
dc.identifier.issn1873-1961
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://hdl.handle.net/20.500.12885/2255
dc.identifier.volume138en_US
dc.identifier.wosWOS:000853363000004
dc.identifier.wosqualityQ2en_US
dc.institutionauthorBaşhan, Veysi
dc.institutionauthoridhttps://orcid.org/0000-0002-1070-1754
dc.language.isoen
dc.publisherPERGAMON-ELSEVIER SCIENCE LTDen_US
dc.relation.ispartofENGINEERING FAILURE ANALYSISen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectInterval type-2 fuzzy seten_US
dc.subjectBest-worst methoden_US
dc.subjectFailure analysisen_US
dc.subjectShip diesel generatoren_US
dc.titleAn interval type-2 fuzzy enhanced best-worst method for the evaluation of ship diesel generator failuresen_US
dc.typeArticleen_US

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