A novel pythagorean fuzzy AHP and TOPSIS method for the wind power farm location selection problem

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dc.authoridOTAY, IREM/0000-0001-5895-506X
dc.contributor.authorOtay, Irem
dc.contributor.authorJaller, Miguel
dc.date.accessioned2024-07-18T20:49:19Z
dc.date.available2024-07-18T20:49:19Z
dc.date.issued2020
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description.abstractThis paper proposes an Integrated Fuzzy Analytic Hierarchy Process (AHP) with the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method using Pythagorean fuzzy sets for the wind farm location selection problem. The method combines the advantages of the two methodologies to consider uncertainties and lack of information in the decision-making process (human expert capacities) and enables better representation of membership and non-membership functions, and at the same time, allows for the evaluation of large numbers of alternatives and criteria. The authors implement the method to evaluate four potential sites near cities located in the west and north-west regions of Turkey, using seven main criteria and twenty-five sub-criteria. The analyses are based on the judgements of three experts/decision-makers. Moreover, the authors compare the results (site ranking) of the methodology, with those from a Pythagorean Fuzzy AHP and an interval-valued Type-2 fuzzy AHP method. With the additional consideration of the sub-criteria, the proposed method generates slight differences in the ranking compared to the previously evaluated methods.en_US
dc.identifier.doi10.3233/JIFS-189089
dc.identifier.endpage6204en_US
dc.identifier.issn1064-1246
dc.identifier.issn1875-8967
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-85096992693en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage6193en_US
dc.identifier.urihttps://doi.org/10.3233/JIFS-189089
dc.identifier.urihttps://hdl.handle.net/11411/8168
dc.identifier.volume39en_US
dc.identifier.wosWOS:000595520600019en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIos Pressen_US
dc.relation.ispartofJournal of Intelligent & Fuzzy Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectWind Energyen_US
dc.subjectLocation Selectionen_US
dc.subjectPythagorean Fuzzy Ahpen_US
dc.subjectPythagorean Fuzzy Topsısen_US
dc.subjectİnterval-Valued Pythagorean Fuzzy Setsen_US
dc.subjectCriteria Decision-Makingen_US
dc.subjectMulticriteria Evaluationen_US
dc.subjectExtensionen_US
dc.subjectPoliciesen_US
dc.subjectEnergyen_US
dc.subjectModelen_US
dc.titleA novel pythagorean fuzzy AHP and TOPSIS method for the wind power farm location selection problemen_US
dc.typeArticleen_US

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