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Wind profile prediction using linear Markov chains: A linear algebra approach
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 |
local.identifier.drac | 22008364 |
dc.description.version | Postprint (author's final draft) |
local.citation.author | Garcia-Planas, M.I.; Gongadze, T. |
local.citation.publicationName | IEEE Latin America transactions |
local.citation.volume | 16 |
local.citation.number | 2 |
local.citation.startingPage | 536 |
local.citation.endingPage | 541 |
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