This research examines how stable stratifications occur and influence energy production predictions along Brazil's Southeast offshore region. The investigation focuses on a notable stable condition on July 3, 2019, detailed in a spatiotemporal analysis using the reanalysis dataset and a numerical atmospheric model. Moreover, we analyze reanalysis data of the air temperature at 2 m and the sea surface temperature (SST) to investigate the influence of atmospheric stability in the surface layer. We also measured the wind up to a height of 150 m using a wind profiler at a floating production storage and offloading vessel located about 190 km off the coast in the pre-salt oil extraction region. Stable conditions arise when warm air in the vanguard of the cold front passes over a relatively colder sea surface. An important finding reveals that air and sea are locally decoupled, where the wind profile is modified before the air surface temperature surpasses the sea surface temperature at the vessel due to the stable upstream conditions associated with the upwelling of cold water near the coast. Finally, we assess the stable stratification effects on annual energy production using three methods to extrapolate wind speeds from reanalysis data at a reference altitude of 100 m to the hub height of 150 m for a reference 15 MW wind turbine. Our results indicate that extrapolation methods for stable conditions may lead to overprediction in annual energy production projections ranging from 1.2% to 9.7%.
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June 2025
Research Article|
June 17 2025
Offshore wind profile extrapolation effects on energy production estimates in Southeast Brazil Available to Purchase
Yoshiaki Sakagami
;
Yoshiaki Sakagami
a)
(Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing)
1
Department of Health and Service, Federal Institute of Santa Catarina
, Florianópolis, Brazil
2
Núcleo de Integração de Estudos, Pesquisa e Inovação em Energia Eólica-NIEPIEE
, Porto Alegre, Brazil
a)Author to whom correspondence should be addressed: [email protected]
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Jussara Mattuella
;
Jussara Mattuella
(Investigation, Supervision, Writing – original draft, Writing – review & editing)
2
Núcleo de Integração de Estudos, Pesquisa e Inovação em Energia Eólica-NIEPIEE
, Porto Alegre, Brazil
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Jahel Motta da Silva
;
Jahel Motta da Silva
(Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing)
2
Núcleo de Integração de Estudos, Pesquisa e Inovação em Energia Eólica-NIEPIEE
, Porto Alegre, Brazil
3
Department of Mechanical Engineering, Federal University of Rio Grande do Sul
, Porto Alegre, Brazil
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Amanda Medeiros Andrade
;
Amanda Medeiros Andrade
(Writing – original draft, Writing – review & editing)
2
Núcleo de Integração de Estudos, Pesquisa e Inovação em Energia Eólica-NIEPIEE
, Porto Alegre, Brazil
3
Department of Mechanical Engineering, Federal University of Rio Grande do Sul
, Porto Alegre, Brazil
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William Radünz
;
William Radünz
(Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing)
4
Ralph O'Connor Sustainable Energy Institute, Johns Hopkins University
, Baltimore, Maryland 21218, USA
5
Department of Mechanical Engineering, University of São Paulo
, São Paulo, Brazil
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Luiz Fernando Almeida Fontenele
;
Luiz Fernando Almeida Fontenele
(Data curation, Methodology, Resources, Validation)
6
Centro de Pesquisa e Desenvolvimento Leopoldo Américo Miguez de Mello
, Petrobras, Rio de Janeiro, Brazil
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Max Mauro Lozer dos Reis;
Max Mauro Lozer dos Reis
(Resources)
6
Centro de Pesquisa e Desenvolvimento Leopoldo Américo Miguez de Mello
, Petrobras, Rio de Janeiro, Brazil
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Daniel Faro do Amaral Lemos;
Daniel Faro do Amaral Lemos
(Data curation, Resources)
6
Centro de Pesquisa e Desenvolvimento Leopoldo Américo Miguez de Mello
, Petrobras, Rio de Janeiro, Brazil
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Cristiane Lodi;
Cristiane Lodi
(Conceptualization, Project administration, Resources)
7
Libra/Applied Technologies
, Petrobras, Rio de Janeiro, Brazil
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Julia Teixeira Rodrigues;
Julia Teixeira Rodrigues
(Conceptualization, Funding acquisition, Project administration, Resources)
7
Libra/Applied Technologies
, Petrobras, Rio de Janeiro, Brazil
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Adriane Prisco Petry
Adriane Prisco Petry
(Conceptualization, Project administration, Supervision, Writing – original draft, Writing – review & editing)
2
Núcleo de Integração de Estudos, Pesquisa e Inovação em Energia Eólica-NIEPIEE
, Porto Alegre, Brazil
3
Department of Mechanical Engineering, Federal University of Rio Grande do Sul
, Porto Alegre, Brazil
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Yoshiaki Sakagami
1,2,a)
Jussara Mattuella
2
Jahel Motta da Silva
2,3
Amanda Medeiros Andrade
2,3
William Radünz
4,5
Luiz Fernando Almeida Fontenele
6
Max Mauro Lozer dos Reis
6
Daniel Faro do Amaral Lemos
6
Cristiane Lodi
7
Julia Teixeira Rodrigues
7
Adriane Prisco Petry
2,3
1
Department of Health and Service, Federal Institute of Santa Catarina
, Florianópolis, Brazil
2
Núcleo de Integração de Estudos, Pesquisa e Inovação em Energia Eólica-NIEPIEE
, Porto Alegre, Brazil
3
Department of Mechanical Engineering, Federal University of Rio Grande do Sul
, Porto Alegre, Brazil
4
Ralph O'Connor Sustainable Energy Institute, Johns Hopkins University
, Baltimore, Maryland 21218, USA
5
Department of Mechanical Engineering, University of São Paulo
, São Paulo, Brazil
6
Centro de Pesquisa e Desenvolvimento Leopoldo Américo Miguez de Mello
, Petrobras, Rio de Janeiro, Brazil
7
Libra/Applied Technologies
, Petrobras, Rio de Janeiro, Brazil
a)Author to whom correspondence should be addressed: [email protected]
J. Renewable Sustainable Energy 17, 036501 (2025)
Article history
Received:
December 10 2024
Accepted:
May 11 2025
Citation
Yoshiaki Sakagami, Jussara Mattuella, Jahel Motta da Silva, Amanda Medeiros Andrade, William Radünz, Luiz Fernando Almeida Fontenele, Max Mauro Lozer dos Reis, Daniel Faro do Amaral Lemos, Cristiane Lodi, Julia Teixeira Rodrigues, Adriane Prisco Petry; Offshore wind profile extrapolation effects on energy production estimates in Southeast Brazil. J. Renewable Sustainable Energy 1 June 2025; 17 (3): 036501. https://doi.org/10.1063/5.0252558
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