Advanced Search

Show simple item record

dc.contributor.authorFidan, Mehmet
dc.contributor.authorHocaoğlu, Fatih Onur
dc.contributor.authorGerek, Ömer Nezih
dc.date.accessioned2019-10-21T20:41:07Z
dc.date.available2019-10-21T20:41:07Z
dc.date.issued2009
dc.identifier.isbn9780769538730
dc.identifier.urihttps://dx.doi.org/10.1109/ICICIC.2009.189
dc.identifier.urihttps://hdl.handle.net/11421/20663
dc.descriptionNational Science Council;Ministry of Education;Kaohsiung City Government;National Applied Research Laboratories;IEEE Tainain Sectionen_US
dc.description2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009 -- 7 December 2009 through 9 December 2009 -- Kaohsiung -- 79888en_US
dc.description.abstractSolar radiation modeling is a critical step in efficient management of solar energy. In this study, a novel solar radiation modeling procedure is developed with the a-priori information of temperature and pressure values, which are naturally dependent on solar radiation via indirect atmospheric phenomena. Firstly, daily behavior of hourly solar radiations is considered in frequency domain. Initial nine Fourier series coefficients are calculated for each day. Secondly, various neural networks models are built for prediction of these nine Fourier coefficients using the input data gathered from early morning hours and previous day. Apart from the solar radiation readings, temperature and pressure data are also used for developing a more accurate model. It is concluded that, the support of temperature and pressure data of the region improves the solar radiation model. Finally, differences between the performances of the proposed models reveal correlative relationships between atmospheric parameters and solar radiationen_US
dc.language.isoengen_US
dc.relation.isversionof10.1109/ICICIC.2009.189en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleEffects of temperature and pressure information in a hybrid (fourier series / neural networks) solar radiation modelen_US
dc.typeconferenceObjecten_US
dc.relation.journal2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009en_US
dc.contributor.departmentAnadolu Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümüen_US
dc.identifier.startpage667en_US
dc.identifier.endpage670en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US]
dc.contributor.institutionauthorFidan, Mehmet
dc.contributor.institutionauthorGerek, Ömer Nezih


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record