Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil

Bibliographic Details
Main Author: Gomes, Mateus Sant'Anna de Sousa
Publication Date: 2018
Format: Master thesis
Language: por
Source: Repositório Institucional da UFSCAR
Download full: https://repositorio.ufscar.br/handle/20.500.14289/10122
Summary: Electricity generation is a global challenge to be faced by several countries. This has led to the pursuit and development of new clean technologies to sustainable supply of the growing world demand for energy. Currently the main sources of renewable energy are: biomass, solar, geothermal, tidal, wind on and offshore (land and sea). Among these sources, wind energy presents worldwide growth and recently a significant increase in its use in the offshore segment. Brazil is among the ten largest onshore wind power producers in the world, however it does not have yet any offshore wind farms. The country has great potential for exploration of offshore wind power, since there are large population concentrations with increasing energy demands in coastal areas and an Exclusive Economic Zone (EEZ) of approximately 3.5 × 10^6 km^2. The objective of this work was to develop a methodology for the use of offshore wind energy through the proposal of an offshore wind farm on the Southeast coast of Brazil. The study was carried out for the Southeast region of Brazil in order to complement the energy matrix of the region, which today is mostly composed of hydroelectric power plants. The offshore wind farm proposal was carried out following the methodology developed in this work, which is based on two different types of data collection sources: ocean buoys and automatic meteorological stations. Weibull frequency distributions were calculated for each data collection source, power curve and capacity factor for the selected wind turbines in each locality, in order to identify the best location for the utilization of offshore wind energy in the Southeast region. The location of the collection point Cabo Frio 2 presented the best wind characteristics for offshore wind energy production, however its installation would require great complexity, so the selected collection point for the installation of an offshore wind farm in this work was the station A606 - Arraial do Cabo. The capacity factor calculated in the selected region was 0,51 for the wind turbine with lower power and 0,39 for the wind turbine with higher power, and the calculated wind speed at the reference height was 7,77 m/s, which is an adequate value for wind energy production. The wind farm proposed for this region is capable of supplying annually 604.461 MWh through 39 wind turbines, which are enough to supply the energy demand of approximately 115,870 residences during the whole year in a county located in the state of Rio de Janeiro.
id SCAR_4da97189c4abc910e36f787500c9a809
oai_identifier_str oai:repositorio.ufscar.br:20.500.14289/10122
network_acronym_str SCAR
network_name_str Repositório Institucional da UFSCAR
repository_id_str 4322
spelling Gomes, Mateus Sant'Anna de SousaMoris, Virgínia Aparecida da Silvahttp://lattes.cnpq.br/1101036108950133Nunes, Andréa Oliveirahttp://lattes.cnpq.br/7620659413250570http://lattes.cnpq.br/4234474301370545c7cf0260-33cf-41b4-9b8f-638e06daccc02018-06-04T13:13:34Z2018-06-04T13:13:34Z2018-02-26GOMES, Mateus Sant'Anna de Sousa. Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil. 2018. Dissertação (Mestrado em Engenharia de Produção) – Universidade Federal de São Carlos, Sorocaba, 2018. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/10122.https://repositorio.ufscar.br/handle/20.500.14289/10122Electricity generation is a global challenge to be faced by several countries. This has led to the pursuit and development of new clean technologies to sustainable supply of the growing world demand for energy. Currently the main sources of renewable energy are: biomass, solar, geothermal, tidal, wind on and offshore (land and sea). Among these sources, wind energy presents worldwide growth and recently a significant increase in its use in the offshore segment. Brazil is among the ten largest onshore wind power producers in the world, however it does not have yet any offshore wind farms. The country has great potential for exploration of offshore wind power, since there are large population concentrations with increasing energy demands in coastal areas and an Exclusive Economic Zone (EEZ) of approximately 3.5 × 10^6 km^2. The objective of this work was to develop a methodology for the use of offshore wind energy through the proposal of an offshore wind farm on the Southeast coast of Brazil. The study was carried out for the Southeast region of Brazil in order to complement the energy matrix of the region, which today is mostly composed of hydroelectric power plants. The offshore wind farm proposal was carried out following the methodology developed in this work, which is based on two different types of data collection sources: ocean buoys and automatic meteorological stations. Weibull frequency distributions were calculated for each data collection source, power curve and capacity factor for the selected wind turbines in each locality, in order to identify the best location for the utilization of offshore wind energy in the Southeast region. The location of the collection point Cabo Frio 2 presented the best wind characteristics for offshore wind energy production, however its installation would require great complexity, so the selected collection point for the installation of an offshore wind farm in this work was the station A606 - Arraial do Cabo. The capacity factor calculated in the selected region was 0,51 for the wind turbine with lower power and 0,39 for the wind turbine with higher power, and the calculated wind speed at the reference height was 7,77 m/s, which is an adequate value for wind energy production. The wind farm proposed for this region is capable of supplying annually 604.461 MWh through 39 wind turbines, which are enough to supply the energy demand of approximately 115,870 residences during the whole year in a county located in the state of Rio de Janeiro.A geração de energia elétrica é um desafio mundial a ser enfrentado por vários países. Isso tem levado a busca e desenvolvimento de novas tecnologias limpas para o abastecimento de forma sustentável da crescente demanda mundial por energia. As principais fontes de energia renováveis da atualidade são: biomassa, solar, geotérmica, maremotriz, eólica on e offshore (terra e mar). Dentre essas fontes, a energia eólica sinaliza crescimento mundial e recentemente um aumento significativo na sua utilização no segmento offshore. O Brasil está entre os dez maiores produtores mundiais de energia eólica onshore, entretanto ainda não possui empreendimentos eólicos offshore. O país possui grande potencial para exploração da fonte eólica offshore, visto que existem grandes concentrações populacionais com crescentes demandas energéticas em áreas costeiras e uma Zona Econômica Exclusiva (ZEE) de aproximadamente 3.5 × 10^6 km^2. O objetivo deste trabalho foi desenvolver uma metodologia para utilização da energia eólica offshore através da proposta de um parque eólico offshore no litoral Sudeste do Brasil. O estudo foi realizado para a região Sudeste do Brasil com intuito de complementar a matriz energética elétrica da região, que hoje é em sua maioria composta por hidroelétricas. A proposta do parque eólico offshore foi realizada seguindo a metodologia desenvolvida neste trabalho, que se baseia em dois diferentes tipos de fontes de coleta de dados: boias oceânicas e estações meteorológicas automáticas. Foram calculadas as distribuições de frequência de Weibull para cada fonte de coleta de dados, curva de potência e o fator de capacidade para os aerogeradores selecionados em cada localidade, com objetivo de identificar a melhor localização para utilização de energia eólica offshore na região sudeste. Os resultados mostram que, dentre os pontos de coleta de dados analisados, o local do ponto de coletas Cabo Frio 2 apresentou as melhoras características de ventos para exploração de energia eólica offshore, entretanto sua instalação demandaria grande complexidade, por isso o ponto de coleta selecionado para instalação de um parque eólico offshore neste trabalho foi a estação A606 - Arraial do Cabo. O fator de capacidade calculado na região selecionada foi de 0, 51 para o aerogerador com menor potência e 0,39 para o aerogerador com maior potência, e a velocidade no local calculada na altura de referência foi de 7,77 m/s, que é um valor adequado para produção de energia eólica. O parque proposto para esta região é capaz de fornecer anualmente 604.461 MWh, utilizando 39 aerogeradores, que são suficientes para abastecer cerca de 115.870 domicílios durante todo o ano para um município localizado no estado do Rio de Janeiro.Não recebi financiamentoporUniversidade Federal de São CarlosCâmpus SorocabaPrograma de Pós-Graduação em Engenharia de Produção - PPGEP-SoUFSCarEnergia eólica offshoreMatriz energética brasileiraPotencial eólico offshoreRegião sudesteMetodologia offshoreOffshore wind energyBrazilian energy matrixOffshore wind potentialSoutheast regionOffshore methodologyENGENHARIAS::ENGENHARIA DE PRODUCAOProposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do BrasilProposal of a methodology for offshore wind energy utilization on the Southeast coast of Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisOnline600600789bf602-e7f6-474c-b675-4deda60b761einfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALDissertacao Mateus Gomes.pdfDissertacao Mateus Gomes.pdfapplication/pdf6830547https://repositorio.ufscar.br/bitstreams/7961f464-dfdf-4af1-af2c-359e955b4e36/download47179b5d6a73fd8cdb299c49042f908cMD51trueAnonymousREADCarta comprovante Mateus Gomes.jpgCarta comprovante Mateus Gomes.jpgimage/jpeg517376https://repositorio.ufscar.br/bitstreams/b0d94c4b-d21d-4b6a-854e-f3f3ec955f3c/download897b93ae582b7da42bf02be5122cf5a6MD52falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://repositorio.ufscar.br/bitstreams/7d141262-4972-40d3-8351-5f2bf992bed6/downloadae0398b6f8b235e40ad82cba6c50031dMD53falseAnonymousREADTEXTDissertacao Mateus Gomes.pdf.txtDissertacao Mateus Gomes.pdf.txtExtracted texttext/plain220847https://repositorio.ufscar.br/bitstreams/f65a3517-5e93-4335-b7e3-54ea3f4a1bf1/download329e1159692ceba73666e9d40d59c016MD57falseAnonymousREADTHUMBNAILDissertacao Mateus Gomes.pdf.jpgDissertacao Mateus Gomes.pdf.jpgIM Thumbnailimage/jpeg3515https://repositorio.ufscar.br/bitstreams/a5a8085c-5706-4010-afae-81cbf1ce9814/download17a648bd88201a18d0b54ad6ec5e1919MD58falseAnonymousREADCarta comprovante Mateus Gomes.jpg.jpgCarta comprovante Mateus Gomes.jpg.jpgIM Thumbnailimage/jpeg5705https://repositorio.ufscar.br/bitstreams/c7a4cd74-b169-4b4a-850a-47ec93c0f027/download622622e29c91f5c87a69a136e7142772MD59falseAnonymousREAD20.500.14289/101222025-02-05 17:54:15.661Acesso abertoopen.accessoai:repositorio.ufscar.br:20.500.14289/10122https://repositorio.ufscar.brRepositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestrepositorio.sibi@ufscar.bropendoar:43222025-02-05T20:54:15Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)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
dc.title.por.fl_str_mv Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
dc.title.alternative.eng.fl_str_mv Proposal of a methodology for offshore wind energy utilization on the Southeast coast of Brazil
title Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
spellingShingle Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
Gomes, Mateus Sant'Anna de Sousa
Energia eólica offshore
Matriz energética brasileira
Potencial eólico offshore
Região sudeste
Metodologia offshore
Offshore wind energy
Brazilian energy matrix
Offshore wind potential
Southeast region
Offshore methodology
ENGENHARIAS::ENGENHARIA DE PRODUCAO
title_short Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
title_full Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
title_fullStr Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
title_full_unstemmed Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
title_sort Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil
author Gomes, Mateus Sant'Anna de Sousa
author_facet Gomes, Mateus Sant'Anna de Sousa
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/4234474301370545
dc.contributor.author.fl_str_mv Gomes, Mateus Sant'Anna de Sousa
dc.contributor.advisor1.fl_str_mv Moris, Virgínia Aparecida da Silva
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/1101036108950133
dc.contributor.advisor-co1.fl_str_mv Nunes, Andréa Oliveira
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/7620659413250570
dc.contributor.authorID.fl_str_mv c7cf0260-33cf-41b4-9b8f-638e06daccc0
contributor_str_mv Moris, Virgínia Aparecida da Silva
Nunes, Andréa Oliveira
dc.subject.por.fl_str_mv Energia eólica offshore
Matriz energética brasileira
Potencial eólico offshore
Região sudeste
Metodologia offshore
topic Energia eólica offshore
Matriz energética brasileira
Potencial eólico offshore
Região sudeste
Metodologia offshore
Offshore wind energy
Brazilian energy matrix
Offshore wind potential
Southeast region
Offshore methodology
ENGENHARIAS::ENGENHARIA DE PRODUCAO
dc.subject.eng.fl_str_mv Offshore wind energy
Brazilian energy matrix
Offshore wind potential
Southeast region
Offshore methodology
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA DE PRODUCAO
description Electricity generation is a global challenge to be faced by several countries. This has led to the pursuit and development of new clean technologies to sustainable supply of the growing world demand for energy. Currently the main sources of renewable energy are: biomass, solar, geothermal, tidal, wind on and offshore (land and sea). Among these sources, wind energy presents worldwide growth and recently a significant increase in its use in the offshore segment. Brazil is among the ten largest onshore wind power producers in the world, however it does not have yet any offshore wind farms. The country has great potential for exploration of offshore wind power, since there are large population concentrations with increasing energy demands in coastal areas and an Exclusive Economic Zone (EEZ) of approximately 3.5 × 10^6 km^2. The objective of this work was to develop a methodology for the use of offshore wind energy through the proposal of an offshore wind farm on the Southeast coast of Brazil. The study was carried out for the Southeast region of Brazil in order to complement the energy matrix of the region, which today is mostly composed of hydroelectric power plants. The offshore wind farm proposal was carried out following the methodology developed in this work, which is based on two different types of data collection sources: ocean buoys and automatic meteorological stations. Weibull frequency distributions were calculated for each data collection source, power curve and capacity factor for the selected wind turbines in each locality, in order to identify the best location for the utilization of offshore wind energy in the Southeast region. The location of the collection point Cabo Frio 2 presented the best wind characteristics for offshore wind energy production, however its installation would require great complexity, so the selected collection point for the installation of an offshore wind farm in this work was the station A606 - Arraial do Cabo. The capacity factor calculated in the selected region was 0,51 for the wind turbine with lower power and 0,39 for the wind turbine with higher power, and the calculated wind speed at the reference height was 7,77 m/s, which is an adequate value for wind energy production. The wind farm proposed for this region is capable of supplying annually 604.461 MWh through 39 wind turbines, which are enough to supply the energy demand of approximately 115,870 residences during the whole year in a county located in the state of Rio de Janeiro.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-06-04T13:13:34Z
dc.date.available.fl_str_mv 2018-06-04T13:13:34Z
dc.date.issued.fl_str_mv 2018-02-26
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv GOMES, Mateus Sant'Anna de Sousa. Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil. 2018. Dissertação (Mestrado em Engenharia de Produção) – Universidade Federal de São Carlos, Sorocaba, 2018. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/10122.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/20.500.14289/10122
identifier_str_mv GOMES, Mateus Sant'Anna de Sousa. Proposta de uma metodologia para utilização de energia eólica offshore no litoral Sudeste do Brasil. 2018. Dissertação (Mestrado em Engenharia de Produção) – Universidade Federal de São Carlos, Sorocaba, 2018. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/10122.
url https://repositorio.ufscar.br/handle/20.500.14289/10122
dc.language.iso.fl_str_mv por
language por
dc.relation.confidence.fl_str_mv 600
600
dc.relation.authority.fl_str_mv 789bf602-e7f6-474c-b675-4deda60b761e
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus Sorocaba
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia de Produção - PPGEP-So
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus Sorocaba
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
instacron:UFSCAR
instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
bitstream.url.fl_str_mv https://repositorio.ufscar.br/bitstreams/7961f464-dfdf-4af1-af2c-359e955b4e36/download
https://repositorio.ufscar.br/bitstreams/b0d94c4b-d21d-4b6a-854e-f3f3ec955f3c/download
https://repositorio.ufscar.br/bitstreams/7d141262-4972-40d3-8351-5f2bf992bed6/download
https://repositorio.ufscar.br/bitstreams/f65a3517-5e93-4335-b7e3-54ea3f4a1bf1/download
https://repositorio.ufscar.br/bitstreams/a5a8085c-5706-4010-afae-81cbf1ce9814/download
https://repositorio.ufscar.br/bitstreams/c7a4cd74-b169-4b4a-850a-47ec93c0f027/download
bitstream.checksum.fl_str_mv 47179b5d6a73fd8cdb299c49042f908c
897b93ae582b7da42bf02be5122cf5a6
ae0398b6f8b235e40ad82cba6c50031d
329e1159692ceba73666e9d40d59c016
17a648bd88201a18d0b54ad6ec5e1919
622622e29c91f5c87a69a136e7142772
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)
repository.mail.fl_str_mv repositorio.sibi@ufscar.br
_version_ 1834469053818732544