Mostrar el registro sencillo del ítem

dc.contributor.authorMazidi, Peymanes-ES
dc.contributor.authorMian, Dues-ES
dc.contributor.authorSanz Bobi, Miguel Ángeles-ES
dc.date.accessioned2016-11-17T04:08:05Z
dc.date.available2016-11-17T04:08:05Z
dc.date.issued2016-08-10es_ES
dc.identifier.urihttp://hdl.handle.net/11531/15373
dc.descriptionCapítulos en libroses_ES
dc.description.abstractes-ES
dc.description.abstractPower produced by a wind turbine is dependent on many factors with different importance degrees. Main factors can be found by a thorough analysis of all the factors and their correlation and impact on the main output. Therefore, it is important to monitor the performance of the wind turbines in order to minimize the operation and maintenance costs by pointing out abnormalities. This paper analyzes the main factors affecting active output power of a wind turbine which are Gearbox Temperature, Pitch Angle, Rotor Speed and Wind Speed. The data are measured over a 12-month period. Several techniques, Kohonen Maps, Multilayer Perceptron, Decision Trees and Rough Sets, are applied to these data. The objective is to show a comparison of different techniques, their positive and negative points and give the reader the ability to choose the best technique for the study based on the their advantages and disadvantages. For the assessment of data, MATLAB and WEKA software are utilized. Each study presents its accuracy based on the output error.en-GB
dc.format.mimetypeapplication/pdfes_ES
dc.language.isoen-GBes_ES
dc.publisherCIRED Chinese National Committee; Congrès International des Réseaux Electriques de Distribution; Ins (Xi'an, China)es_ES
dc.rightses_ES
dc.rights.uries_ES
dc.sourceLibro: 7th China International Conference on Electricity Distribution - CICED 2016, Página inicial: 1-5, Página final:es_ES
dc.subject.otherInstituto de Investigación Tecnológica (IIT)es_ES
dc.titleA comparative study of techniques utilized in analysis of wind turbine dataes_ES
dc.typeinfo:eu-repo/semantics/bookPartes_ES
dc.description.versioninfo:eu-repo/semantics/publishedVersiones_ES
dc.rights.accessRightsinfo:eu-repo/semantics/restrictedAccesses_ES
dc.keywordses-ES
dc.keywordsClassification, Decision Tree, Kohonen Maps, Multilayer Perceptron, Rough Sets, Wind turbine data.en-GB


Ficheros en el ítem

Thumbnail

Este ítem aparece en la(s) siguiente(s) colección(ones)

  • Artículos
    Artículos de revista, capítulos de libro y contribuciones en congresos publicadas.

Mostrar el registro sencillo del ítem