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dc.contributor.authorHocaoğlu, Fatih Onur
dc.contributor.authorKurban, Mehmet
dc.contributor.editorYin, H
dc.contributor.editorTino, P
dc.contributor.editorCorchado, E
dc.date.accessioned2019-10-21T20:12:00Z
dc.date.available2019-10-21T20:12:00Z
dc.date.issued2007
dc.identifier.isbn978-3-540-77225-5
dc.identifier.issn0302-9743
dc.identifier.urihttps://hdl.handle.net/11421/20379
dc.description8th International Conference on Intelligent Data Engineering and Automated Learning -- DEC 16-19, 2007 -- Birmingham, ENGLANDen_US
dc.descriptionWOS: 000252394900012en_US
dc.description.abstractIn this paper, the effect of possible missing data on wind power estimation is examined. One-month wind speed data obtained from wind and solar observation station which is constructed at Iki Ey- Campus of Anadolu University is used. A closed correlation is found between consecutive wind speed data that are collected for a period of 15 second. A very short time wind speed forecasting model is built by using two-input and one-output Adaptive Neuro Fuzzy Inference System (ANFIS). First, some randomly selected data from whole data are discarded. Second, 10%, 20% and 30% of all data which are randomly selected from a predefined interval (3-6 m/sec) are discarded and discarded data, are forecasted. Finally, the data are fitted to Weibull distribution, Weibull distribution parameters are obtained and wind powers are estimated for all cases. The results show that the missing data has a significant effect on wind power estimation and must be taken into account in wind studies. Furthermore, it is concluded that ANFIS is a convenient tool for this kind of prediction.en_US
dc.language.isoengen_US
dc.publisherSpringer-Verlag Berlinen_US
dc.relation.ispartofseriesLECTURE NOTES IN COMPUTER SCIENCE
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleThe effect of missing wind speed data on wind power estimationen_US
dc.typeconferenceObjecten_US
dc.relation.journalIntelligent Data Engineering and Automated Learning - Ideal 2007en_US
dc.contributor.departmentAnadolu Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümüen_US
dc.identifier.volume4881en_US
dc.identifier.startpage107en_US
dc.identifier.endpage114en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorHocaoğlu, Fatih Onur


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