Show simple item record

dc.contributor.authorEminoğlu, Ulaş
dc.contributor.authorTürksoy, Ömer
dc.date.accessioned12.07.201910:50:10
dc.date.accessioned2019-07-12T22:02:47Z
dc.date.available12.07.201910:50:10
dc.date.available2019-07-12T22:02:47Z
dc.date.issued2019
dc.identifier.citationEminoglu, U., Turksoy, O. (2019). Power curve modeling for wind turbine systems: a comparison study. International Journal of Ambient Energy. https://doi.org/10.1080/01430750.2019.1630302en_US
dc.identifier.urihttps://doi.org/10.1080/01430750.2019.1630302
dc.identifier.urihttps://hdl.handle.net/20.500.12508/456
dc.description.abstractThe main goal of this study is to determine which one of the current methods is the most appropriate in representing the power curve of commercial Wind Turbine Systems (WTSs). For this purpose, the adequacy of various power curve methods is quantitatively evaluated with reference to three well-known statistical indices; Root Mean Square Error (RMSE), Coefficient of determination (R2) and relative Mean Bias Error (rMBE). The capabilities of these methods in representing power curve of commercial WTSs are also evaluated on predicting the mean power of these WTSs assuming that they were located at a specified wind site. Several WTSs (about 100 wind turbines) with their experimental data are undertaken in the analyses. Results indicate that the methods based on capacitor charging voltage equation (M10) and quadratic form of wind speed (M4) are more effective than the remaining ones in predicting the output power of WTSs. © 2019, © 2019 Informa UK Limited, trading as Taylor & Francis Group.en_US
dc.language.isoengen_US
dc.publisherTaylor and Francis Ltd.en_US
dc.relation.isversionof10.1080/01430750.2019.1630302en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectPower curve modellingen_US
dc.subjectStatistical indicesen_US
dc.subjectWind turbine systemsen_US
dc.subject.classificationWind Energy | Resource Assessment | Weibull
dc.subject.otherMean square error
dc.subject.otherNumber theory
dc.subject.otherWind
dc.subject.otherCapacitor charging
dc.subject.otherCoefficient of determination
dc.subject.otherComparison study
dc.subject.otherMean bias errors
dc.subject.otherPower curves
dc.subject.otherRoot mean square errors
dc.subject.otherStatistical indices
dc.subject.otherWind turbines
dc.titlePower curve modeling for wind turbine systems: a comparison studyen_US
dc.typearticleen_US
dc.relation.journalInternational Journal of Ambient Energyen_US
dc.contributor.departmentMühendislik ve Doğa Bilimleri Fakültesi -- Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.isteauthorTürksoy, Ömer
dc.relation.indexWeb of Science - Scopusen_US
dc.relation.indexWeb of Science Core Collection - Emerging Sources Citation Index


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record