Optimum sitting and sizing of WTs, PVs, ESSs and EVCSs using hybrid soccer league competition-pattern search algorithm

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dc.contributor.authorDogan, Ahmet
dc.date.accessioned2025-02-24T17:18:42Z
dc.date.available2025-02-24T17:18:42Z
dc.date.issued2021
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
dc.description.abstractWith increasing environmental sensitivity and developing technology, Distributed Generations (DGs), Electric Vehicles Charging Stations (EVCSs), and Energy Storage Systems (ESSs) have been significant part of a distribution grid. However, inappropriate sitting and sizing of these components may negatively affect the performance of distribution grid. Besides, efficient operation of distribution grid can be achieved by only choosing the proper sizes of DGs, EVCSs, ESSs and placing them at the appropriate locations in the grid. In this paper, a weighted sum multi-objective function is formulated for reducing power loss, increasing voltage level and integration capacity of DGs, EVCSs, ESSs, simultaneously. Also, hybrid Soccer League Competition-Pattern Search (hSLC-PS) optimization algorithm is proposed to improve fine-tune performance of optimization. Simulations are carried out considering time-varying and stochastic nature of Photovoltaics (PVs) and Wind Turbines (WTs) generations and EVCSs load demand. The performance of the proposed method has been investigated on 33-bus and 85-bus test systems under different conditions and the statistical results are compared to SLC and Grey Wolf Optimization (GWO) algorithms to validate the effectiveness of the proposed algorithm. Statistical results clearly reveal the superiority of hSLC-PS in simultaneous sitting and sizing of DGs, EVCSs and ESSs. (C) 2020 Karabuk University. Publishing services by Elsevier B.V.
dc.identifier.doi10.1016/j.jestch.2020.12.007
dc.identifier.endpage805
dc.identifier.issn2215-0986
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85100410227
dc.identifier.scopusqualityN/A
dc.identifier.startpage795
dc.identifier.urihttps://doi.org/10.1016/j.jestch.2020.12.007
dc.identifier.urihttps://hdl.handle.net/20.500.14440/811
dc.identifier.volume24
dc.identifier.wosWOS:000636739000006
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorDogan, Ahmet
dc.language.isoen
dc.publisherElsevier - Division Reed Elsevier India Pvt Ltd
dc.relation.ispartofEngineering Science and Technology-An International Journal-Jestech
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20250201
dc.subjectDistributed generation
dc.subjectRenewable energy
dc.subjectElectric vehicle charging station
dc.subjectEnergy storage stations
dc.subjectOptimization
dc.titleOptimum sitting and sizing of WTs, PVs, ESSs and EVCSs using hybrid soccer league competition-pattern search algorithm
dc.typeArticle

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