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Pattern aggregation of wind energy conversion technologies using clustering analysis

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dc.contributor.authorFernandes, Paula Odete
dc.contributor.authorFerreira, Ângela P.
dc.date.accessioned2018-02-19T10:00:00Z
dc.date.accessioned2018-03-12T15:56:10Z
dc.date.available2018-01-19T10:00:00Z
dc.date.available2018-03-12T15:56:10Z
dc.date.issued2014
dc.description.abstractThe main objective of this research is the identification of homogeneous groups within a set of wind farms of a major wind energy promoter in Portugal, based on two multivariate analyses: Hierarchical Cluster Analysis and K-means Clustering, using two independent variables, capacity factor and net production, both per year. K-means Clustering output provides the same results as the Hierarchical Cluster Analysis. Outputs allowed the identification of three homogenous groups of wind farms: (1) medium installed capacity and asynchronous generator based technologies, (2) high installed capacity and direct driven synchronous generator based technology and (3) low installed capacity with no differentiation on the technology concept, but including the wind farms with the higher capacity factors.en_EN
dc.description.versioninfo:eu-repo/semantics/publishedVersionen_EN
dc.identifier.citationFernandes, Paula Odete; Ferreira, Ângela Paula (2014). Pattern aggregation of wind energy conversion technologies using clustering analysis. In Proceedings - 14th International Conference on Computational Science and Its Applications, ICCSA 2014. p. 105-110. ISBN 978-1479942640en_EN
dc.identifier.doi10.1109/ICCSA.2014.28en_EN
dc.identifier.isbn978-1479942640
dc.identifier.urihttp://hdl.handle.net/10198/15457
dc.language.isoeng
dc.peerreviewedyesen_EN
dc.subjectHierarchical Cluster Analysisen_EN
dc.subjectK-means Clusteringen_EN
dc.subjectWind farmsen_EN
dc.subjectWind turbine generatorsen_EN
dc.titlePattern aggregation of wind energy conversion technologies using clustering analysisen_EN
dc.typeconference paper
dspace.entity.typePublication
person.familyNameFernandes
person.familyNameFerreira
person.givenNamePaula Odete
person.givenNameÂngela P.
person.identifierN-3804-2013
person.identifier.ciencia-id991D-9D1E-D67D
person.identifier.ciencia-id2211-6787-D936
person.identifier.orcid0000-0001-8714-4901
person.identifier.orcid0000-0002-1912-2556
person.identifier.ridM-8188-2013
person.identifier.scopus-author-id35200741800
person.identifier.scopus-author-id55516840300
rcaap.rightsopenAccessen_EN
rcaap.typeconferenceObjecten_EN
relation.isAuthorOfPublication2269147c-2b53-4d1c-bc1b-f1367d197262
relation.isAuthorOfPublication3fec941d-79fb-4901-918d-a34ffa0195cc
relation.isAuthorOfPublication.latestForDiscovery2269147c-2b53-4d1c-bc1b-f1367d197262

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