Long Term Electricity Demand Forecasting in Turkey Using Artificial Neural Networks

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dc.contributor.authorÇunkaş, Mehmet
dc.contributor.authorAltun, Adem Alpaslan
dc.date.accessioned2020-03-26T17:49:29Z
dc.date.available2020-03-26T17:49:29Z
dc.date.issued2010
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThis article presents an approach for Turkey's long-term electricity demand forecasting. Two Artificial Neural Network structures, three-layered back-propagation and a recurrent neural network are designed and tested for this purpose. Predictions are done for the years 2008 to 2014. Since long-term forecasting is mainly influenced by economic factors, this study focuses on economic data. The proposed approach produces lower percent errors, especially in the recurrent neural network. The forecast results by artificial neural networks are also compared with official forecasts.en_US
dc.identifier.citationÇunkaş, M., Altun, A. A., (2010). Long Term Electricity Demand Forecasting in Turkey Using Artificial Neural Networks. Energy Sources Part B-economics Planning and Policy, 5(3), 279-289. Doi:10.1080/15567240802533542
dc.identifier.doi10.1080/15567240802533542en_US
dc.identifier.endpage289en_US
dc.identifier.issn1556-7249en_US
dc.identifier.issn1556-7257en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage279en_US
dc.identifier.urihttps://dx.doi.org/10.1080/15567240802533542
dc.identifier.urihttps://hdl.handle.net/20.500.12395/25046
dc.identifier.volume5en_US
dc.identifier.wosWOS:000280161000006en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorÇunkaş, M.
dc.institutionauthorAltun, A. A.
dc.language.isoenen_US
dc.publisherTAYLOR & FRANCIS INCen_US
dc.relation.ispartofEnergy Sources Part B-economics Planning and Policyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectArtificial Neural Networksen_US
dc.subjectEconomic Factorsen_US
dc.subjectLoad Forecastingen_US
dc.subjectTurkeyen_US
dc.titleLong Term Electricity Demand Forecasting in Turkey Using Artificial Neural Networksen_US
dc.typeArticleen_US

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