Development and application of a new offshore wind profiling methodology

Detalhes bibliográficos
Autor(a) principal: Rodrigues do Carmo, Luiz Felipe
Data de Publicação: 2023
Outros Autores: Pinto de Almeida Palmeira, Ana Cristina, Ceccopieri Belo, Wellington, Paiva Nunes, Luis Manoel
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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spelling 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
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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
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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)
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instname_str Universidade Federal Fluminense (UFF)
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reponame_str Sistemas & Gestão
collection Sistemas & Gestão
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