Determination of the best hydrogen production method in Türkiye by using neutrosophic picture fuzzy TOPSIS

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dc.contributor.authorIşık, Gurkan
dc.contributor.authorParlak, İsmail Enes
dc.contributor.authorYildiz, Aytaç
dc.date.accessioned2026-02-08T15:11:04Z
dc.date.available2026-02-08T15:11:04Z
dc.date.issued2024
dc.departmentBursa Teknik Üniversitesi
dc.description.abstractTo meet all energy requirements by renewable energy (RE) sources, hydrogen is an effective energy transport and storage instrument. Because of being a highly innovative field in developing countries, there are high uncertainties with different subcomponents in the hydrogen energy (HE) field. In the literature, fuzzy set extensions are heavily preferred to model different types of uncertainties when making decisions in the energy field. As one of the most comprehensive ones, spherical fuzzy set (SFS) is used to model the uncertainties caused by refusal and inconsistency within some theoretical limitations. In this study, a novel fuzzy set (FS) extension called neutrosophic picture fuzzy set has been developed to obtain a more flexible and reliable modeling approach usable with the information having higher inconsistency, and suitable with the problems requiring precise calculations. As a popular decision-making (DM) techniques, TOPSIS methodology has been redesigned based on neutrosophic picture fuzzy set. By using the developed methodology, the available hydrogen production (HP) alternatives of Türkiye have been evaluated. Biomass gasification (BG) has been decided as the best hydrogen energy production method under the current conditions. The results have been compared with the results obtained by spherical fuzzy TOPSIS and it has been proved that more reliable results are obtained by the proposed method. © The Author(s), under exclusive licence to Springer Nature B.V. 2023.
dc.identifier.doi10.1007/s10668-023-03792-y
dc.identifier.endpage18955
dc.identifier.issn1387-585X
dc.identifier.issue7
dc.identifier.scopus2-s2.0-85168870407
dc.identifier.scopusqualityQ1
dc.identifier.startpage18929
dc.identifier.urihttps://doi.org/10.1007/s10668-023-03792-y
dc.identifier.urihttps://hdl.handle.net/20.500.12885/5226
dc.identifier.volume26
dc.identifier.wosWOS:001060413400004
dc.identifier.wosqualityQ2
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherSpringer Science and Business Media B.V.
dc.relation.ispartofEnvironment, Development and Sustainability
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzScopus_KA_20260207
dc.subjectHydrogen production
dc.subjectInconsistency
dc.subjectRefusal
dc.subjectRenewable energy
dc.subjectTOPSIS
dc.titleDetermination of the best hydrogen production method in Türkiye by using neutrosophic picture fuzzy TOPSIS
dc.typeArticle

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