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dc.contributor.authorHocaoğlu, Fatih Onur
dc.contributor.authorGerek, Ömer Nezih
dc.contributor.authorKurban, Mehmet
dc.date.accessioned2019-10-21T20:11:57Z
dc.date.available2019-10-21T20:11:57Z
dc.date.issued2009
dc.identifier.issn0196-8904
dc.identifier.urihttps://dx.doi.org/10.1016/j.enconman.2009.07.011
dc.identifier.urihttps://hdl.handle.net/11421/20363
dc.descriptionWOS: 000271178600010en_US
dc.description.abstractWind speed and solar radiation characteristics belonging to past years of a region are the main input parameters in wind-photovoltaic hybrid system (WPHS) sizing studies. Classically, these data are fed to several scenarios with different solar panel, wind turbine, and storage battery number combinations. The solutions with minimal cost which also satisfy the desired maximum loss of energy probability are selected. Since the utilized data have random fluctuations because of atmospheric phenomenon, past years' data are unlikely to appear in a similar manner in future years. Hence, using a robust model that characterizes the general behavior of the data instead of directly using past data should yield more accurate sizing solutions. in order to compare the sizing accuracy obtained by directly using the data to the accuracy obtained by indirect modeling from data. an analytical solar radiation model is first explained. Using this model, 3-year solar radiation data of three geographical sites are analyzed. It was observed that the differences between sample-by-sample hourly recordings corresponding to different years are significantly larger than the difference between these recordings and the data model obtained from an arbitrary year. This provides a hint that a sizing approach carried out using the data of a previous year would not be accurate in producing the same Loss of Load Probability (LLP) for a future year. On the contrary, the accuracy would improve if a generic analytical model of the solar radiation is used in the sizing process. This foresight is tested by comparing the LLPs obtained in the two ways mentioned above. Results obtained using available data are in accordance with the aforementioned propositionsen_US
dc.description.sponsorshipTurkish State Meteorological Service (DMI)en_US
dc.description.sponsorshipThe authors acknowledge to the Turkish State Meteorological Service (DMI) for the supply of hourly data.en_US
dc.language.isoengen_US
dc.publisherPergamon-Elsevier Science LTDen_US
dc.relation.isversionof10.1016/j.enconman.2009.07.011en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSolar Energyen_US
dc.subjectSolar Radiationen_US
dc.subjectWind-Pv Hybrid Systemen_US
dc.subjectSizingen_US
dc.titleThe effect of model generated solar radiation data usage in hybrid (wind-PV) sizing studiesen_US
dc.typearticleen_US
dc.relation.journalEnergy Conversion and Managementen_US
dc.contributor.departmentAnadolu Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümüen_US
dc.identifier.volume50en_US
dc.identifier.issue12en_US
dc.identifier.startpage2956en_US
dc.identifier.endpage2963en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorHocaoğlu, Fatih Onur
dc.contributor.institutionauthorGerek, Ömer Nezih


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