An Intelligent Approach for the Evaluation of Transformers in a Power Distribution Project

dc.contributor.author Samanlıoğlu, Funda
dc.contributor.author Samanlıoğlu, Funda
dc.contributor.author Ayağ, Zeki
dc.contributor.author Ayağ, Zeki
dc.contributor.other Industrial Engineering
dc.date.accessioned 2020-12-24T08:59:25Z
dc.date.available 2020-12-24T08:59:25Z
dc.date.issued 2020
dc.department Fakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümü en_US
dc.description.abstract In 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.citationcount 4
dc.identifier.doi 10.3233/JIFS-200261 en_US
dc.identifier.endpage 4145 en_US
dc.identifier.issn 1064-1246 en_US
dc.identifier.issn 1064-1246
dc.identifier.issue 3 en_US
dc.identifier.scopus 2-s2.0-85093365197 en_US
dc.identifier.startpage 4133 en_US
dc.identifier.uri https://hdl.handle.net/20.500.12469/3639
dc.identifier.uri https://doi.org/10.3233/JIFS-200261
dc.identifier.volume 39 en_US
dc.identifier.wos WOS:000582721200072 en_US
dc.institutionauthor Samanlıoğlu, Funda en_US
dc.institutionauthor Ayaǧ, Zeki en_US
dc.language.iso en en_US
dc.publisher IOS Press BV en_US
dc.relation.journal Journal of Intelligent and Fuzzy Systems en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/embargoedAccess en_US
dc.scopus.citedbyCount 10
dc.subject AHP-PROMETHEE II en_US
dc.subject AHP-TOPSIS en_US
dc.subject hesitant fuzzy en_US
dc.subject multiple-criteria decision making en_US
dc.subject Transformer selection en_US
dc.title An Intelligent Approach for the Evaluation of Transformers in a Power Distribution Project en_US
dc.type Article en_US
dc.wos.citedbyCount 6
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