Minimization of operational cost for an off-grid renewable hybrid system to generate electricity in residential buildings through the SVM and the BCGA methods

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dc.contributor.authorTutkun, Nedim
dc.date.accessioned2020-04-30T23:19:14Z
dc.date.available2020-04-30T23:19:14Z
dc.date.issued2014
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.descriptionWOS: 000336779000047en_US
dc.description.abstractRecently Turkey's electricity demand has shown a considerable increase due to its population and economic growths. It is understandable that this may be very influential on electricity price on market as well as other factors such as an increase in natural gas price, etc. It should be noted that the half of Turkey's electricity generation is supplied from natural gas and 95% of this source is imported from other countries. However, Turkey is rich in wind and solar energy potentials to generate electricity and it is believed that this makes a considerable impact on reducing high electricity unit cost to competitive one. In this regard, these potentials can be utilized for electricity generation in order to meet a significant portion of the power demanded by residential houses through a PV/wind system. The electricity cost of the renewable system can be minimized by optimally scheduling generated and consumed powers. In this paper, optimal power scheduling in such systems is carried out by using the BCGA and the SVM methods. The results indicated that the proposed approach was able to minimize the operation cost in the hybrid system through the optimal power scheduling. (c) 2014 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.enbuild.2014.03.003en_US
dc.identifier.endpage475en_US
dc.identifier.issn0378-7788
dc.identifier.issn1872-6178
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage470en_US
dc.identifier.urihttps://doi.org/10.1016/j.enbuild.2014.03.003
dc.identifier.urihttps://hdl.handle.net/20.500.12684/3695
dc.identifier.volume76en_US
dc.identifier.wosWOS:000336779000047en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Science Saen_US
dc.relation.ispartofEnergy And Buildingsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectGenetic algorithmsen_US
dc.subjectRenewable systemsen_US
dc.subjectOptimal power schedulingen_US
dc.subjectSupport vector machinesen_US
dc.titleMinimization of operational cost for an off-grid renewable hybrid system to generate electricity in residential buildings through the SVM and the BCGA methodsen_US
dc.typeArticleen_US

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