Wind Farm and Resource Datasets: A Comprehensive Survey and Overview

Detalhes bibliográficos
Autor(a) principal: Menezes, Diogo
Data de Publicação: 2020
Outros Autores: Mendes, Mateus, Almeida, Jorge Alexandre, Farinha, Torres
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Texto Completo: https://hdl.handle.net/10316/105928
https://doi.org/10.3390/en13184702
Resumo: The use of clean and renewable energy sources is increasingly important, for economic and environmental reasons. Wind plays a key role among renewable energy sources. Hence, the location, monitoring and maintenance of wind turbines are areas that have received more and more attention in recent years. The paper presents a survey of datasets of wind resources, wind farm installed capacity and wind farm operation, which contain generous amounts of data. Those datasets are important tools, freely available for analysis of wind resources and study of the performance of wind turbines. A short analysis of one of the datasets is also presented, identifying different operational regions, and the ones more likely to aggregate failures. Principal Component Analysis (PCA) is used to study wind turbines’ behavior.
id RCAP_234d1a360dbeb6be1e1e862e0b1c969f
oai_identifier_str oai:estudogeral.uc.pt:10316/105928
network_acronym_str RCAP
network_name_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository_id_str https://opendoar.ac.uk/repository/7160
spelling Wind Farm and Resource Datasets: A Comprehensive Survey and Overviewwind farmwind resourceswind turbine maintenanceThe use of clean and renewable energy sources is increasingly important, for economic and environmental reasons. Wind plays a key role among renewable energy sources. Hence, the location, monitoring and maintenance of wind turbines are areas that have received more and more attention in recent years. The paper presents a survey of datasets of wind resources, wind farm installed capacity and wind farm operation, which contain generous amounts of data. Those datasets are important tools, freely available for analysis of wind resources and study of the performance of wind turbines. A short analysis of one of the datasets is also presented, identifying different operational regions, and the ones more likely to aggregate failures. Principal Component Analysis (PCA) is used to study wind turbines’ behavior.MDPI2020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://hdl.handle.net/10316/105928https://hdl.handle.net/10316/105928https://doi.org/10.3390/en13184702eng1996-1073Menezes, DiogoMendes, MateusAlmeida, Jorge AlexandreFarinha, Torresinfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-07-01T09:53:46Zoai:estudogeral.uc.pt:10316/105928Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T05:56:21.208278Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
title Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
spellingShingle Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
Menezes, Diogo
wind farm
wind resources
wind turbine maintenance
title_short Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
title_full Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
title_fullStr Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
title_full_unstemmed Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
title_sort Wind Farm and Resource Datasets: A Comprehensive Survey and Overview
author Menezes, Diogo
author_facet Menezes, Diogo
Mendes, Mateus
Almeida, Jorge Alexandre
Farinha, Torres
author_role author
author2 Mendes, Mateus
Almeida, Jorge Alexandre
Farinha, Torres
author2_role author
author
author
dc.contributor.author.fl_str_mv Menezes, Diogo
Mendes, Mateus
Almeida, Jorge Alexandre
Farinha, Torres
dc.subject.por.fl_str_mv wind farm
wind resources
wind turbine maintenance
topic wind farm
wind resources
wind turbine maintenance
description The use of clean and renewable energy sources is increasingly important, for economic and environmental reasons. Wind plays a key role among renewable energy sources. Hence, the location, monitoring and maintenance of wind turbines are areas that have received more and more attention in recent years. The paper presents a survey of datasets of wind resources, wind farm installed capacity and wind farm operation, which contain generous amounts of data. Those datasets are important tools, freely available for analysis of wind resources and study of the performance of wind turbines. A short analysis of one of the datasets is also presented, identifying different operational regions, and the ones more likely to aggregate failures. Principal Component Analysis (PCA) is used to study wind turbines’ behavior.
publishDate 2020
dc.date.none.fl_str_mv 2020
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/10316/105928
https://hdl.handle.net/10316/105928
https://doi.org/10.3390/en13184702
url https://hdl.handle.net/10316/105928
https://doi.org/10.3390/en13184702
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1996-1073
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
_version_ 1833602524444098560

Registros relacionados