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dc.contributor.authorKangash, Aleksei
dc.contributor.authorVirk, Muhammad Shakeel
dc.contributor.authorMaryandyshev, Pavel
dc.contributor.authorBrillard, Alain
dc.date.accessioned2023-01-23T11:05:46Z
dc.date.available2023-01-23T11:05:46Z
dc.date.issued2022-01-29
dc.description.abstractWind energy assessment of a territory where a wind park is planned to be built is important. This can be performed through an appropriate evaluation of the wind characteristics in this territory. To simulate the wind speeds, a Weibull function is recommended whose parameters are classically determined either applying logarithms or using one of the formulas proposed in the literature. In the present study, direct optimization procedures are applied, which consist to minimize the squared difference between the experimental and simulated densities or probabilities. These procedures are applied on the wind characteristics collected from the ERA5 website during 41 years at three Russian sites close to Arkhangelsk. These direct optimization procedures are proved to give lower errors than the classical one or the formulas of the literature. They also lead to lower values of the estimated Annual Energy Production for a Vestas V90-2.0 wind turbine. Direct optimization procedures are also applied to determine the optimal parameters associated with a unique or a superposition of two von Mises distribution functions to simulate the wind directions in these three Russian sites.en_US
dc.description20.01.23: AAM etterspurt/IHTIen_US
dc.identifier.citationKangash A, Virk MS, Maryandyshev P, Brillard A. Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites. International Journal of Energy and Environmental Engineering. 2022;13:555-571en_US
dc.identifier.cristinIDFRIDAID 2109273
dc.identifier.doi10.1007/s40095-021-00470-5
dc.identifier.issn2008-9163
dc.identifier.issn2251-6832
dc.identifier.urihttps://hdl.handle.net/10037/28338
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.relation.journalInternational Journal of Energy and Environmental Engineering
dc.relation.projectIDNorges forskningsråd: 309241en_US
dc.rights.accessRightsopenAccessen_US
dc.rights.holderCopyright 2022 The Author(s)en_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0en_US
dc.rightsAttribution 4.0 International (CC BY 4.0)en_US
dc.titleSimulating wind characteristics through direct optimization procedures: illustration with three Russian sitesen_US
dc.type.versionacceptedVersionen_US
dc.typeJournal articleen_US
dc.typeTidsskriftartikkelen_US
dc.typePeer revieweden_US


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Attribution 4.0 International (CC BY 4.0)
Except where otherwise noted, this item's license is described as Attribution 4.0 International (CC BY 4.0)