A novel approach towards evaluation of joint technology performances of battery energy storage system in a fuzzy environment

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dc.authoridBulut, Merve/0000-0002-4412-9071
dc.authoridOZCAN, Evrencan/0000-0002-3662-6190
dc.contributor.authorBulut, Merve
dc.contributor.authorOzcan, Evrencan
dc.date.accessioned2025-01-21T16:35:11Z
dc.date.available2025-01-21T16:35:11Z
dc.date.issued2021
dc.departmentKırıkkale Üniversitesi
dc.description.abstractThe joint technological features of battery energy storage systems (BESSs), which are a strategic reserve resource with different operating systems, make it possible for these technologies to be comparable with each other. However, technology needs to be evaluated with stakeholders in the energy system to eliminate some engineering and feasibility concerns, to be included in energy storage policies, and to be utilizable. This aim has involved a high level of complexity and uncertainty, as well as many qualitative and quantitative criteria in both technology and stakeholder assessment. Therefore, in the study, Pythagorean Fuzzy (PF) sets, which offer the decision-maker the advantage of a wide evaluation scale, were used with AHP-TOPSIS combination, which has proven effective in many different applications in the literature. The first use of this methodology for joint technology performance evaluation of BESSs will be a visionary contribution to the literature. In the case study, 5 different BESSs (Lead-acid, Lithium-ion, Vanadium redox flow battery, Sodium nickel chloride, Sodium-sulfur) alternatives have been evaluated with the joint technological criteria of these alternatives. The results show that the most important criteria in battery performance are lifetime calendric, energy rating/discharge time, and life cycle criteria, respectively. Another conclusion of the case study is that while the rapidly developing Lithium-ion battery takes the first place in future projections, it takes second place in Lead-acid batteries, which are mature technology.
dc.description.sponsorshipKirikkale University Scientific Projects Coordination Department [2020/080]
dc.description.sponsorshipThis study was carried out within the scope of Kirikkale University Scientific Projects Coordination Department 2020/080 coded scientific research project.
dc.identifier.doi10.1016/j.est.2021.102361
dc.identifier.issn2352-152X
dc.identifier.issn2352-1538
dc.identifier.scopus2-s2.0-85100704208
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.est.2021.102361
dc.identifier.urihttps://hdl.handle.net/20.500.12587/24092
dc.identifier.volume36
dc.identifier.wosWOS:000635503100009
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofJournal of Energy Storage
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241229
dc.subjectBattery energy storage technologies; Pythagorean fuzzy sets; Performance evaluation; Fuzzy multi-criteria decision making
dc.titleA novel approach towards evaluation of joint technology performances of battery energy storage system in a fuzzy environment
dc.typeArticle

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