dc.contributor.author García Planas, María Isabel dc.contributor.author Gongadze, Tornike dc.contributor.other Universitat Politècnica de Catalunya. Departament de Matemàtiques dc.date.accessioned 2018-03-14T09:09:22Z dc.date.available 2018-03-14T09:09:22Z dc.date.issued 2018-02 dc.identifier.citation Garcia-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.issn 1548-0992 dc.identifier.uri http://hdl.handle.net/2117/115139 dc.description.abstract To 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.extent 6 p. dc.language.iso eng dc.rights Attribution-NonCommercial-NoDerivs 3.0 Spain dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/es/ dc.subject Àrees temàtiques de la UPC::Matemàtiques i estadística dc.subject.lcsh Eigenvectors dc.subject.lcsh Markov processes dc.subject.other MATLAB dc.subject.other Markov Chains dc.subject.other eigenvectors dc.subject.other eigenvalues dc.subject.other stationary distribution dc.title Wind profile prediction using linear Markov chains: A linear algebra approach dc.type Article dc.subject.lemac Espais vectorials dc.subject.lemac Markov, Processos de dc.contributor.group Universitat Politècnica de Catalunya. SCL-EG - Sistemes de Control Lineals: estudi Geomètric dc.identifier.doi 10.1109/TLA.2018.8327410 dc.description.peerreviewed Peer Reviewed dc.relation.publisherversion https://ieeexplore.ieee.org/document/8327410 dc.rights.access Open Access drac.iddocument 22008364 dc.description.version Postprint (author's final draft) upcommons.citation.author Garcia-Planas, M.I., Gongadze, T. upcommons.citation.published true upcommons.citation.publicationName IEEE Latin America transactions upcommons.citation.volume 16 upcommons.citation.number 2 upcommons.citation.startingPage 536 upcommons.citation.endingPage 541
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