Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya

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dc.authoridGUNESER, Muhammet Tahir/0000-0003-3502-2034
dc.contributor.authorElbaz, Abdurazaq
dc.contributor.authorTahir Guneser, Muhammet
dc.date.accessioned2024-09-29T16:06:31Z
dc.date.available2024-09-29T16:06:31Z
dc.date.issued2021
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThis paper introduces a new optimum calculation technique for a stand-alone hybrid photovoltaic-diesel-battery system (PDBS), which meets the energy requirements of a small village in southern Libya. The bat algorithm design strategy is applied to reduce the annual cost of the system, taking into consideration the controlled electricity restriction and the optimal numbers of PV panels, diesel generators, and batteries. Comparative tests are performed using MATLAB for the bat algorithm with the grey wolf search algorithm and particle swarm optimization, demonstrating that the bat algorithm determines the optimum size of the PDBS effectively at a lower expense. Results then indicate that, taking into account the reliability characteristics, this has a significant effect on optimum capacity, load supply, and cost.en_US
dc.identifier.doi10.17559/TV-20200530094834
dc.identifier.endpage529en_US
dc.identifier.issn1330-3651
dc.identifier.issn1848-6339
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85104934893en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage523en_US
dc.identifier.urihttps://doi.org/10.17559/TV-20200530094834
dc.identifier.urihttps://hdl.handle.net/20.500.14619/6891
dc.identifier.volume28en_US
dc.identifier.wosWOS:000641254100024en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherUniv Osijek, Tech Facen_US
dc.relation.ispartofTehnicki Vjesnik-Technical Gazetteen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectannual system costen_US
dc.subjectbat algorithmen_US
dc.subjectgrey wolf optimization algorithmen_US
dc.subjectparticle swarm optimization algorithmen_US
dc.subjectphotovoltaic-diesel-battery systemen_US
dc.titleAlgorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libyaen_US
dc.typeArticleen_US

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