Development and application of a new offshore wind profiling methodology
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | por eng |
Título da fonte: | Sistemas & Gestão |
Texto Completo: | https://www.revistasg.uff.br/sg/article/view/1911 |
Resumo: | Wind is an important variable to study because it is used for many purposes and, in extreme cases, causes natural disasters. From an energy point of view, it is a significant factor in wind power generation; therefore, its correct estimation is essential. Still, on this subject, estimating the vertical wind profile becomes essential since the wind turbines are not located on the surface but at higher levels. This study aimed to analyze offshore wind profiles using the estimation methodologies calculated in the work by Carmo et al. (2021) and compare them to a new methodology developed based on sea surface temperature (SST) and air temperature (T). To this end, data from the ERA5 Reanalysis, the P25 platform, and the buoy located on the P18 platform were used between August 1, 1999, and August 31, 1999. The findings showed that the method developed presented good results for the study region and that the atmosphere presented a neutral stability class, with Skill Score (SS) and Nash-Sutcliffe Efficiency (NSE) values that were relatively more representative than those of the other methods studied. Comparatively, the inclusion of TSM and T in the estimation of the profiles showed a significant improvement in the interpretation and accuracy of the results. Keywords: Wind Profile; Energy; Temperature. |
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Development and application of a new offshore wind profiling methodologyDesenvolvimento e aplicação de nova metodologia de perfis de vento offshoreWind is an important variable to study because it is used for many purposes and, in extreme cases, causes natural disasters. From an energy point of view, it is a significant factor in wind power generation; therefore, its correct estimation is essential. Still, on this subject, estimating the vertical wind profile becomes essential since the wind turbines are not located on the surface but at higher levels. This study aimed to analyze offshore wind profiles using the estimation methodologies calculated in the work by Carmo et al. (2021) and compare them to a new methodology developed based on sea surface temperature (SST) and air temperature (T). To this end, data from the ERA5 Reanalysis, the P25 platform, and the buoy located on the P18 platform were used between August 1, 1999, and August 31, 1999. The findings showed that the method developed presented good results for the study region and that the atmosphere presented a neutral stability class, with Skill Score (SS) and Nash-Sutcliffe Efficiency (NSE) values that were relatively more representative than those of the other methods studied. Comparatively, the inclusion of TSM and T in the estimation of the profiles showed a significant improvement in the interpretation and accuracy of the results. Keywords: Wind Profile; Energy; Temperature.O vento é uma importante variável de estudo. Isso porque é utilizado para muitas finalidades, além de, em casos extremos, provocar desastres naturais. Pelo ponto de vista energético, ele é um importante ente na geração de energia eólica e, portanto, sua correta estimativa torna-se essencial. Ainda sobre essa temática, a estimativa do perfil vertical de vento torna-se importante, já que os aerogeradores não se encontram em superfície, mas em níveis mais altos. Dessa forma, o objetivo deste trabalho foi estudar os perfis de vento offshore utilizando as metodologias de estimativas calculadas no trabalho de Carmo et al. (2021) e compará-las a uma nova metodologia desenvolvida em função da temperatura da superfície do mar (TSM) e temperatura do ar (T). Para tal, foram utilizados os dados da Reanálise ERA5, dados da plataforma P25 e dados da boia localizada na plataforma P18 no período entre 1° de agosto de 1999 e 31 de agosto de 1999. Os resultados mostraram que o método desenvolvido apresentou bons resultados para a região de estudo e que a atmosfera apresentou classe de estabilidade neutra, com valores de Skill Score (SS) e Nash–Sutcliffe Efficiency (NSE) relativamente mais representativos do que o dos outros métodos estudados. Comparativamente, a inserção da TSM e de T na estimativa dos perfis apresentou um ganho significativo na interpretação e precisão dos resultados. Palavras-chave: Perfil de Vento; Energia; Temperatura.ABEC2023-12-22info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdftext/htmlapplication/pdfhttps://www.revistasg.uff.br/sg/article/view/191110.20985/1980-5160.2023.v18n3.1911Sistemas & Gestão; v. 18 n. 3 (2023): DEZEMBRO 20231980-516010.20985/1980-5160.2023.v18n3reponame:Sistemas & Gestãoinstname:Universidade Federal Fluminense (UFF)instacron:UFFporenghttps://www.revistasg.uff.br/sg/article/view/1911/1792https://www.revistasg.uff.br/sg/article/view/1911/1793https://www.revistasg.uff.br/sg/article/view/1911/1794https://www.revistasg.uff.br/sg/article/view/1911/1805Copyright (c) 2023 Sistemas & Gestãohttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccess Rodrigues do Carmo, Luiz Felipe Pinto de Almeida Palmeira, Ana CristinaCeccopieri Belo, Wellington Paiva Nunes, Luis Manoel2023-12-22T08:54:01Zoai:ojs.www.revistasg.uff.br:article/1911Revistahttps://www.revistasg.uff.br/sgPUBhttps://www.revistasg.uff.br/sg/oai||sg.revista@gmail.com|| periodicos@proppi.uff.br1980-51601980-5160opendoar:2023-12-22T08:54:01Sistemas & Gestão - Universidade Federal Fluminense (UFF)false |
dc.title.none.fl_str_mv |
Development and application of a new offshore wind profiling methodology Desenvolvimento e aplicação de nova metodologia de perfis de vento offshore |
title |
Development and application of a new offshore wind profiling methodology |
spellingShingle |
Development and application of a new offshore wind profiling methodology Rodrigues do Carmo, Luiz Felipe |
title_short |
Development and application of a new offshore wind profiling methodology |
title_full |
Development and application of a new offshore wind profiling methodology |
title_fullStr |
Development and application of a new offshore wind profiling methodology |
title_full_unstemmed |
Development and application of a new offshore wind profiling methodology |
title_sort |
Development and application of a new offshore wind profiling methodology |
author |
Rodrigues do Carmo, Luiz Felipe |
author_facet |
Rodrigues do Carmo, Luiz Felipe Pinto de Almeida Palmeira, Ana Cristina Ceccopieri Belo, Wellington Paiva Nunes, Luis Manoel |
author_role |
author |
author2 |
Pinto de Almeida Palmeira, Ana Cristina Ceccopieri Belo, Wellington Paiva Nunes, Luis Manoel |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Rodrigues do Carmo, Luiz Felipe Pinto de Almeida Palmeira, Ana Cristina Ceccopieri Belo, Wellington Paiva Nunes, Luis Manoel |
description |
Wind is an important variable to study because it is used for many purposes and, in extreme cases, causes natural disasters. From an energy point of view, it is a significant factor in wind power generation; therefore, its correct estimation is essential. Still, on this subject, estimating the vertical wind profile becomes essential since the wind turbines are not located on the surface but at higher levels. This study aimed to analyze offshore wind profiles using the estimation methodologies calculated in the work by Carmo et al. (2021) and compare them to a new methodology developed based on sea surface temperature (SST) and air temperature (T). To this end, data from the ERA5 Reanalysis, the P25 platform, and the buoy located on the P18 platform were used between August 1, 1999, and August 31, 1999. The findings showed that the method developed presented good results for the study region and that the atmosphere presented a neutral stability class, with Skill Score (SS) and Nash-Sutcliffe Efficiency (NSE) values that were relatively more representative than those of the other methods studied. Comparatively, the inclusion of TSM and T in the estimation of the profiles showed a significant improvement in the interpretation and accuracy of the results. Keywords: Wind Profile; Energy; Temperature. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-12-22 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://www.revistasg.uff.br/sg/article/view/1911 10.20985/1980-5160.2023.v18n3.1911 |
url |
https://www.revistasg.uff.br/sg/article/view/1911 |
identifier_str_mv |
10.20985/1980-5160.2023.v18n3.1911 |
dc.language.iso.fl_str_mv |
por eng |
language |
por eng |
dc.relation.none.fl_str_mv |
https://www.revistasg.uff.br/sg/article/view/1911/1792 https://www.revistasg.uff.br/sg/article/view/1911/1793 https://www.revistasg.uff.br/sg/article/view/1911/1794 https://www.revistasg.uff.br/sg/article/view/1911/1805 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2023 Sistemas & Gestão http://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2023 Sistemas & Gestão http://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html application/pdf text/html application/pdf |
dc.publisher.none.fl_str_mv |
ABEC |
publisher.none.fl_str_mv |
ABEC |
dc.source.none.fl_str_mv |
Sistemas & Gestão; v. 18 n. 3 (2023): DEZEMBRO 2023 1980-5160 10.20985/1980-5160.2023.v18n3 reponame:Sistemas & Gestão instname:Universidade Federal Fluminense (UFF) instacron:UFF |
instname_str |
Universidade Federal Fluminense (UFF) |
instacron_str |
UFF |
institution |
UFF |
reponame_str |
Sistemas & Gestão |
collection |
Sistemas & Gestão |
repository.name.fl_str_mv |
Sistemas & Gestão - Universidade Federal Fluminense (UFF) |
repository.mail.fl_str_mv |
||sg.revista@gmail.com|| periodicos@proppi.uff.br |
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1798320142157873152 |