Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos

Detalhes bibliográficos
Autor(a) principal: ALBUQUERQUE JÚNIOR, Paulo Pereira de
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9041
Resumo: With the growth in the use of electricity in different sectors of society each year, when analyzing the global and Brazilian situation, this growth is accompanied by different forms of energy generation, whether centralized or distributed. Distributed generation (DG) has become an alternative for the electrical power system not to be overloaded. On the other hand, intermittent sources of DG (such as solar and wind) have restrictions on the generation of electricity due to the availability of primary energy, which reduces the generation potential. In this way, the integration of electric energy accumulators to the DG has been adopted as a solution to increase this potential, for example, storing the surplus of generated energy, in relation to the demand, to supply it to the electric grid during times of peak load or loads close to the center of GD. In this context, aiming to define and classify the most suitable accumulator technologies for DG, this dissertation presents a careful analysis of the operational and constructive characteristics of energy accumulators, in terms of investment cost, efficiency, specific energy, among others. In addition, the application segments of accumulators in DG were considered, which can be highlighted in: very short and short-term application. To this end, hierarchical methods and multicriteria decision making, such as the analytical hierarchy process (AHP), have been extensively explored in the literature for classifying accumulators in various applications. However, the use of the analytical network process (ANP), which is a generalization of the AHP, and which includes the interrelation between the criteria/aspects under analysis, has been little explored. Therefore, the application of the ANP in the characterization and classification of accumulator technologies in the DG context was proposed. As a result, after surveying and defining the criteria and alternatives, building the layers of the ANP and determining the weights of the criteria, the VRB technology obtained the highest global weight for very short-term application, while the Li-Ion technology obtained the highest global weight for short-term application. In addition, the result obtained by the ANP was compared to the result of the AHP under the same analyzed scenario.
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spelling SILVA, Ítalo Roger Ferreira Moreno Pinheiro daARAÚJO, Marcel Ayres deDEGIORGI, Sergio Vladimir BarreiroSALVADORI, Fabianohttp://lattes.cnpq.br/3724627139849337ALBUQUERQUE JÚNIOR, Paulo Pereira de2023-06-05T15:58:54Z2023-02-28ALBUQUERQUE JÚNIOR, Paulo Pereira de. Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos. 2023. 155 f. Dissertação (Programa de Pós-Graduação em Engenharia Física) - Universidade Federal Rural de Pernambuco, Cabo de Santo Agostinho.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9041With the growth in the use of electricity in different sectors of society each year, when analyzing the global and Brazilian situation, this growth is accompanied by different forms of energy generation, whether centralized or distributed. Distributed generation (DG) has become an alternative for the electrical power system not to be overloaded. On the other hand, intermittent sources of DG (such as solar and wind) have restrictions on the generation of electricity due to the availability of primary energy, which reduces the generation potential. In this way, the integration of electric energy accumulators to the DG has been adopted as a solution to increase this potential, for example, storing the surplus of generated energy, in relation to the demand, to supply it to the electric grid during times of peak load or loads close to the center of GD. In this context, aiming to define and classify the most suitable accumulator technologies for DG, this dissertation presents a careful analysis of the operational and constructive characteristics of energy accumulators, in terms of investment cost, efficiency, specific energy, among others. In addition, the application segments of accumulators in DG were considered, which can be highlighted in: very short and short-term application. To this end, hierarchical methods and multicriteria decision making, such as the analytical hierarchy process (AHP), have been extensively explored in the literature for classifying accumulators in various applications. However, the use of the analytical network process (ANP), which is a generalization of the AHP, and which includes the interrelation between the criteria/aspects under analysis, has been little explored. Therefore, the application of the ANP in the characterization and classification of accumulator technologies in the DG context was proposed. As a result, after surveying and defining the criteria and alternatives, building the layers of the ANP and determining the weights of the criteria, the VRB technology obtained the highest global weight for very short-term application, while the Li-Ion technology obtained the highest global weight for short-term application. In addition, the result obtained by the ANP was compared to the result of the AHP under the same analyzed scenario.Com o crescimento do uso da energia elétrica em diferentes setores da sociedade a cada ano, ao analisar a situação mundial e brasileira, percebe-se que esse crescimento é acompanhado por diferentes formas da geração de energia, seja centralizada ou distribuída. A geração distribuída (GD) tornou-se uma alternativa para que o sistema elétrico de potência não fique sobrecarregado. Por outro lado, fontes intermitentes de GD (como solar e eólica) possuem restrições quanto à geração de energia elétrica em razão da disponibilidade da energia primária, o que diminui o potencial da geração. Dessa forma, a integração de acumuladores de energia elétrica à GD vem sendo adotada como solução para aumentar esse potencial, por exemplo, armazenando o excedente de energia gerada, em relação à demanda, para fornecê-lo à rede elétrica durante horários de pico de carga ou a cargas próximas ao centro de GD. Nesse contexto, visando definir e classificar as tecnologias de acumuladores mais adequadas para a GD, essa dissertação apresenta uma análise criteriosa das características operacionais e construtivas de acumuladores de energia, em termos de custo de investimento, eficiência, energia específica, entre outros. Além disso, consideraram-se os eixos de aplicação dos acumuladores na GD, que podem ser destacados em: aplicação de curtíssimo e de curto prazo. Para tanto, métodos de hierarquização e de decisão multicritério, como o processo analítico hierárquico (analytic hierarchy process – AHP), foram bastante explorados na literatura para a classificação de acumuladores em diversas aplicações. Contudo, a utilização do processo analítico de rede (analytic network process – ANP), o qual se trata de uma generalização do AHP e que inclui a interrelação entre os critérios/aspectos sob análise, foi pouco explorado. Portanto, propôs-se a aplicação do ANP na caracterização e classificação das tecnologias de acumuladores no contexto da GD. Como resultado, após o levantamento e definição dos critérios e alternativas, a construção das camadas do ANP e a determinação dos pesos dos critérios, a tecnologia VRB obteve o maior peso global para aplicação de curtíssimo prazo, enquanto a tecnologia Li-Ion obteve o maior peso global para aplicação de curto prazo. Além disso, o resultado obtido pelo ANP foi comparado ao resultado do AHP sob o mesmo cenário analisado.Submitted by Mario BC (mario@bc.ufrpe.br) on 2023-06-05T15:58:54Z No. of bitstreams: 1 Paulo Pereira de Albuquerque Junior.pdf: 2620505 bytes, checksum: 9ca6586c02a3c464e723fa191e18cfa7 (MD5)Made available in DSpace on 2023-06-05T15:58:54Z (GMT). No. of bitstreams: 1 Paulo Pereira de Albuquerque Junior.pdf: 2620505 bytes, checksum: 9ca6586c02a3c464e723fa191e18cfa7 (MD5) Previous issue date: 2023-02-28application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Engenharia FísicaUFRPEBrasilUnidade Acadêmica do Cabo de Santo AgostinhoEnergia elétricaGeração distribuidaAcumulador de energiaENGENHARIASEstudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-761962378915184685860060060014368776284275036114518971056484826825info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALPaulo Pereira de Albuquerque Junior.pdfPaulo Pereira de Albuquerque Junior.pdfapplication/pdf2620505http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9041/2/Paulo+Pereira+de+Albuquerque+Junior.pdf9ca6586c02a3c464e723fa191e18cfa7MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9041/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/90412023-06-05 12:58:54.273oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2024-05-28T12:37:45.188877Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
title Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
spellingShingle Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
ALBUQUERQUE JÚNIOR, Paulo Pereira de
Energia elétrica
Geração distribuida
Acumulador de energia
ENGENHARIAS
title_short Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
title_full Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
title_fullStr Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
title_full_unstemmed Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
title_sort Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos
author ALBUQUERQUE JÚNIOR, Paulo Pereira de
author_facet ALBUQUERQUE JÚNIOR, Paulo Pereira de
author_role author
dc.contributor.advisor1.fl_str_mv SILVA, Ítalo Roger Ferreira Moreno Pinheiro da
dc.contributor.advisor-co1.fl_str_mv ARAÚJO, Marcel Ayres de
dc.contributor.referee1.fl_str_mv DEGIORGI, Sergio Vladimir Barreiro
dc.contributor.referee2.fl_str_mv SALVADORI, Fabiano
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3724627139849337
dc.contributor.author.fl_str_mv ALBUQUERQUE JÚNIOR, Paulo Pereira de
contributor_str_mv SILVA, Ítalo Roger Ferreira Moreno Pinheiro da
ARAÚJO, Marcel Ayres de
DEGIORGI, Sergio Vladimir Barreiro
SALVADORI, Fabiano
dc.subject.por.fl_str_mv Energia elétrica
Geração distribuida
Acumulador de energia
topic Energia elétrica
Geração distribuida
Acumulador de energia
ENGENHARIAS
dc.subject.cnpq.fl_str_mv ENGENHARIAS
description With the growth in the use of electricity in different sectors of society each year, when analyzing the global and Brazilian situation, this growth is accompanied by different forms of energy generation, whether centralized or distributed. Distributed generation (DG) has become an alternative for the electrical power system not to be overloaded. On the other hand, intermittent sources of DG (such as solar and wind) have restrictions on the generation of electricity due to the availability of primary energy, which reduces the generation potential. In this way, the integration of electric energy accumulators to the DG has been adopted as a solution to increase this potential, for example, storing the surplus of generated energy, in relation to the demand, to supply it to the electric grid during times of peak load or loads close to the center of GD. In this context, aiming to define and classify the most suitable accumulator technologies for DG, this dissertation presents a careful analysis of the operational and constructive characteristics of energy accumulators, in terms of investment cost, efficiency, specific energy, among others. In addition, the application segments of accumulators in DG were considered, which can be highlighted in: very short and short-term application. To this end, hierarchical methods and multicriteria decision making, such as the analytical hierarchy process (AHP), have been extensively explored in the literature for classifying accumulators in various applications. However, the use of the analytical network process (ANP), which is a generalization of the AHP, and which includes the interrelation between the criteria/aspects under analysis, has been little explored. Therefore, the application of the ANP in the characterization and classification of accumulator technologies in the DG context was proposed. As a result, after surveying and defining the criteria and alternatives, building the layers of the ANP and determining the weights of the criteria, the VRB technology obtained the highest global weight for very short-term application, while the Li-Ion technology obtained the highest global weight for short-term application. In addition, the result obtained by the ANP was compared to the result of the AHP under the same analyzed scenario.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-06-05T15:58:54Z
dc.date.issued.fl_str_mv 2023-02-28
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dc.identifier.citation.fl_str_mv ALBUQUERQUE JÚNIOR, Paulo Pereira de. Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos. 2023. 155 f. Dissertação (Programa de Pós-Graduação em Engenharia Física) - Universidade Federal Rural de Pernambuco, Cabo de Santo Agostinho.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9041
identifier_str_mv ALBUQUERQUE JÚNIOR, Paulo Pereira de. Estudo comparativo entre os métodos AHP e ANP para classificação de acumuladores de energia elétrica aplicados a recursos energéticos distribuídos. 2023. 155 f. Dissertação (Programa de Pós-Graduação em Engenharia Física) - Universidade Federal Rural de Pernambuco, Cabo de Santo Agostinho.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9041
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language por
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600
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dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Física
dc.publisher.initials.fl_str_mv UFRPE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Unidade Acadêmica do Cabo de Santo Agostinho
publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
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