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dc.contributor.authorGarcía Planas, María Isabel
dc.contributor.authorGongadze, Tornike
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Matemàtiques
dc.date.accessioned2018-03-14T09:09:22Z
dc.date.available2018-03-14T09:09:22Z
dc.date.issued2018-02
dc.identifier.citationGarcia-Planas, M.I., Gongadze, T. Wind profile prediction using linear Markov chains: A linear algebra approach. "IEEE Latin America transactions", Febrer 2018, vol. 16, núm. 2, p. 536-541.
dc.identifier.issn1548-0992
dc.identifier.urihttp://hdl.handle.net/2117/115139
dc.description.abstractTo predict the future wind speed and wind direction is of relevance to the wind industry to maximize the power generation. In this regards, this article describes a methodology for the construction of predictive models based on linear Markov chains under linear algebra point of view. The model analyzes the direction and speed of the wind obtained from a meteorological station. This Model allows making a precise study of wind direction and speeding data; figure out the stability, the most common direction or speed, its behaviour depending on the hours or seasons.
dc.format.extent6 p.
dc.language.isoeng
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística
dc.subject.lcshEigenvectors
dc.subject.lcshMarkov processes
dc.subject.otherMATLAB
dc.subject.otherMarkov Chains
dc.subject.othereigenvectors
dc.subject.othereigenvalues
dc.subject.otherstationary distribution
dc.titleWind profile prediction using linear Markov chains: A linear algebra approach
dc.typeArticle
dc.subject.lemacEspais vectorials
dc.subject.lemacMarkov, Processos de
dc.contributor.groupUniversitat Politècnica de Catalunya. SCL-EG - Sistemes de Control Lineals: estudi Geomètric
dc.identifier.doi10.1109/TLA.2018.8327410
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://ieeexplore.ieee.org/document/8327410
dc.rights.accessOpen Access
drac.iddocument22008364
dc.description.versionPostprint (author's final draft)
upcommons.citation.authorGarcia-Planas, M.I., Gongadze, T.
upcommons.citation.publishedtrue
upcommons.citation.publicationNameIEEE Latin America transactions
upcommons.citation.volume16
upcommons.citation.number2
upcommons.citation.startingPage536
upcommons.citation.endingPage541


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Except where otherwise noted, content on this work is licensed under a Creative Commons license: Attribution-NonCommercial-NoDerivs 3.0 Spain