A hybrid decision making approach for new service development process of renewable energy investment

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dc.authorid0000-0002-8072-031X
dc.authorid0000-0002-9858-1266
dc.contributor.authorMartinez, Luis
dc.contributor.authorDinçer, Hasan
dc.contributor.authorYüksel, Serhat
dc.date.accessioned2023-01-26T07:07:29Z
dc.date.available2023-01-26T07:07:29Z
dc.date.issued2023
dc.departmentİstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Uluslararası Ticaret ve Finansman Bölümü
dc.description.abstractThis study aims at evaluating new service development (NSD) process of renewable energy in-vestments. A novel fuzzy hybrid multi-criteria decision-making model is then introduced. Firstly, selected criteria are weighted with a multi stepwise weight assessment ratio analysis (M-SWARA) methodology based on bipolar q-rung orthopair fuzzy sets (q-ROFSs) and golden cut. Secondly, balanced scorecard (BSC)-based project network for the NSD process of renewable energy investments is constructed. These alternatives are ranked by using the elimination and choice translating reality (ELECTRE) approach with bipolar q-ROFSs and golden cut. Afterwards, the Project Evaluation and Review Technique (PERT) diagram is developed by defining immediate predecessors based on the ranking results. Consequently, different paths are created to understand effective ways to generate NSD process. Our findings will show the crucial processes for the NSD process of renewable energy investments, and the PERT analysis will provide optimal paths to increase the performance of NSD process of the renewable energies. It is concluded that analysis is the most critical NSD process for clean energy investment projects. The findings indicate that the shortest path is defined as Path 2 with 48.6% of the total importance degree. On the other hand, the longest path is determined as Path 1 with 100%. Path 4 has the weakest importance with 65.2% in comparison to Path 3 with 83.4% with respect to the comparison same activity numbers. It is strongly recommended that both technical and financial aspects should be evaluated with necessary research while generating new products. This issue can have a positive contribution to the early solution of any potential problems.
dc.description.sponsorshipFEDER-UJA ; National Natural Science Foundation of Chinaen_US
dc.identifier.citationMartinez, L., Dinçer, H. ve Yüksel, S. (2023). A hybrid decision making approach for new service development process of renewable energy investment. Applied Soft Computing, 133. https://dx.doi.org/10.1016/j.asoc.2022.109897
dc.identifier.doi10.1016/j.asoc.2022.109897
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85144019918
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://dx.doi.org/10.1016/j.asoc.2022.109897
dc.identifier.urihttps://hdl.handle.net/20.500.12511/10380
dc.identifier.volume133
dc.identifier.wos000903989600011en_US
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorDinçer, Hasan
dc.institutionauthorYüksel, Serhat
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofApplied Soft Computingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectBipolar Fuzzy Sets
dc.subjectELECTRE
dc.subjectGolden Cut
dc.subjectM-SWARA
dc.subjectPERT
dc.subjectq-ROFS
dc.titleA hybrid decision making approach for new service development process of renewable energy investment
dc.typeArticle

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