An Intelligent Approach For The Evaluation Of Transformers In A Power Distribution Project

dc.contributor.authorSamanlıoğlu, Funda
dc.contributor.authorAyağ, Zeki
dc.date.accessioned2020-12-24T08:59:25Z
dc.date.available2020-12-24T08:59:25Z
dc.date.issued2020
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.description.abstractIn this study, a hybrid approach is presented for the evaluation and selection of transformers in a power distribution project. Ranking transformers and selecting the best among alternatives is a complex multiple criteria decision making (MCDM) problem with various possibly conflicting quantitative and qualitative criteria. In this research, two hesitant fuzzy MCDM methods; hesitant fuzzy Analytic Hierarchy Process (hesitant F-AHP) and hesitant fuzzy Preference Ranking Organization Method for Enriching Evaluations II (hesitant F-PROMETHEE II) are combined to evaluate and rank transformers. In the hesitant fuzzy AHP-PROMETHEE II, hesitant F-AHP is implemented to determine criteria weights and hesitant F-PROMETHEE II is applied to rank transformer alternatives, utilizing obtained criteria weights. An illustrative example is presented to demonstrate the effectiveness and applicability of the proposed approach. In the example, five transformers are evaluated based on twelve criteria by three decision makers (DMs) and best alternative is selected. For comparison analysis, integration of hesitant F-AHP and hesitant fuzzy Technique for Order Preference by Similarity to Ideal Solution (hesitant F-TOPSIS) is used and results are compared.en_US
dc.identifier.citation4
dc.identifier.doi10.3233/JIFS-200261en_US
dc.identifier.endpage4145en_US
dc.identifier.issn1064-1246en_US
dc.identifier.issn1064-1246
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85093365197en_US
dc.identifier.scopusqualityN/A
dc.identifier.startpage4133en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/3639
dc.identifier.urihttps://doi.org/10.3233/JIFS-200261
dc.identifier.volume39en_US
dc.identifier.wosWOS:000582721200072en_US
dc.identifier.wosqualityN/A
dc.institutionauthorSamanlıoğlu, Fundaen_US
dc.institutionauthorAyaǧ, Zekien_US
dc.language.isoenen_US
dc.publisherIOS Press BVen_US
dc.relation.journalJournal of Intelligent and Fuzzy Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/embargoedAccessen_US
dc.subjectAHP-PROMETHEE IIen_US
dc.subjectAHP-TOPSISen_US
dc.subjecthesitant fuzzyen_US
dc.subjectmultiple-criteria decision makingen_US
dc.subjectTransformer selectionen_US
dc.titleAn Intelligent Approach For The Evaluation Of Transformers In A Power Distribution Projecten_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublication4e74c274-0592-4792-ac57-00061bd273aa
relation.isAuthorOfPublication08cbab4b-8ed5-48fe-bb67-0488cc0af5a3
relation.isAuthorOfPublication.latestForDiscovery4e74c274-0592-4792-ac57-00061bd273aa

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