Turkey's Electricity Consumption Forecasting Using Genetic Programming

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dc.contributor.authorCunkas, M.
dc.contributor.authorTaskiran, U.
dc.date.accessioned2020-03-26T18:17:25Z
dc.date.available2020-03-26T18:17:25Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractTurkey's energy demand has been increasing rapidly as a result of rapid urbanization and industrialization. The energy investment requirement will be US$130 billion by the year 2020. Electricity energy has a vital importance among the energy sector. In this study the current state of the electricity energy production and consumption of Turkey is investigated and the electricity energy consumption is forecasted by using genetic algorithm. The obtained results are compared with conventional regression analyses techniques, and the estimated values of the Ministry of Energy and Natural Resources. The electricity demand in the year 2020 is estimated to be 315.02 billion kWh compared to the 189.52 billion kWh needed in the year 2007.en_US
dc.identifier.doi10.1080/15567240903047558en_US
dc.identifier.endpage416en_US
dc.identifier.issn1556-7249en_US
dc.identifier.issn1556-7257en_US
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage406en_US
dc.identifier.urihttps://dx.doi.org/10.1080/15567240903047558
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27028
dc.identifier.volume6en_US
dc.identifier.wosWOS:000299947200008en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
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/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectelectricity consumptionen_US
dc.subjectenergy forecastingen_US
dc.subjectgenetic programmingen_US
dc.subjectTurkeyen_US
dc.titleTurkey's Electricity Consumption Forecasting Using Genetic Programmingen_US
dc.typeArticleen_US

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