A new model based on vortex search algorithm for estimating energy demand of Turkey

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dc.contributor.authorOzkis, Ahmet
dc.date.accessioned2024-02-23T14:41:36Z
dc.date.available2024-02-23T14:41:36Z
dc.date.issued2020
dc.departmentNEÜen_US
dc.description.abstractIn this study, a new linear regression model based on Vortex Search (VS) algorithm was developed for estimating Turkey's energy demand. In this model, Turkey's gross domestic product (GDP), population, import and export data refer to input parameters; resulting energy demand refers to output to be estimated. Two different estimation models developed by using data between 1979-2005 and 1979-2011 were compared with similar studies in the literature. The results showed that the developed VS models obtained more successful or competitive results than the compared models. Finally in this study, the amount of energy that will be demanded in Turkey until 2030 was projected with VS and other models according to 3 different scenarios.en_US
dc.identifier.doi10.5505/pajes.2020.74943
dc.identifier.endpage965en_US
dc.identifier.issn1300-7009
dc.identifier.issn2147-5881
dc.identifier.issue5en_US
dc.identifier.startpage959en_US
dc.identifier.urihttps://doi.org/10.5505/pajes.2020.74943
dc.identifier.urihttps://hdl.handle.net/20.500.12452/16927
dc.identifier.volume26en_US
dc.identifier.wosWOS:000582165900012en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isotren_US
dc.publisherPamukkale Univen_US
dc.relation.ispartofPamukkale University Journal Of Engineering Sciences-Pamukkale Universitesi Muhendislik Bilimleri Dergisien_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectEnergy Demanden_US
dc.subjectVortex Search Algorithmen_US
dc.subjectRegression Analysisen_US
dc.subjectPredictionen_US
dc.subjectTurkeyen_US
dc.titleA new model based on vortex search algorithm for estimating energy demand of Turkeyen_US
dc.typeArticleen_US

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