Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede

Detalhes bibliográficos
Autor(a) principal: Franco, Ricardo Augusto Pereira
Data de Publicação: 2019
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/12487
Resumo: After the Second Industrial Revolution, the electric energy became an essential item for the world population. Beyond the environmental impacts caused by polluting energy sources, the awareness of clean energy generation has been growing worldwide. In this way, renewable and clean energy sources gain prominence in relation to traditional dirty energy sources. Photovoltaic systems can help to reduce the energy consumption at the consumer units in which they are deployed and it can contribute to reducing the energy demand provided by the utility power grid. Thus, the objective of this work is to provide modeling, simulation and control methods for photovoltaic systems in order to assist the photovoltaic systems projects, to analyze the quality of the energy produced, the impacts that these systems cause on the distribution network and to perform the control of power generation of photovoltaic systems. It is proposed to develop optimization and analytical methods for the estimation of the parameters of the single diode model. The estimation of the parameters is performed to improve the modeling of a photovoltaic module and, consequently, its performance in the generation of energy. Then, simulations of grid-connected photovoltaic systems are proposed with the purpose of analyzing the impacts that the photovoltaic energy generation implies on the consumer loads and on the distribution network. Finally, it is proposed a method of energy flow control in a system consisting of photovoltaic system and energy storage system, in order to reduce the energy consumed from the utility grid. The energy flows in this electric system with energy storage system (hybrid system) can be combined to provide power for a load or inject power into the distribution network. The results presented show the benefits of the estimation of parameters of a photovoltaic module in terms of power generation. The results of the simulations show the impacts of photovoltaic systems for the consumer who installed the system and for the utility to design its energy distribution networks in medium and long-term. The results of the controller present the optimization achieved through the control of hybrid energy systems, reducing the costs of the energy consumption of a load and making the most efficient use of the energy storage system.
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spelling Vieira, Flávio Henrique Teleshttp://lattes.cnpq.br/0920629723928382Vieira, Flávio Henrique TelesNegrete, Lina Paola GarcesCastro, Marcelo Stehling deSoares, Telma Worle LimaBelchior, Fernando Nuneshttp://lattes.cnpq.br/5597959559288383Franco, Ricardo Augusto Pereira2022-12-15T12:51:40Z2022-12-15T12:51:40Z2019-11-28FRANCO, R. A. P. Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede. 2019. 204 f. Tese (Doutorado em Engenharia Elétrica e da Computação) - Universidade Federal de Goiás, Goiânia, 2019.http://repositorio.bc.ufg.br/tede/handle/tede/12487After the Second Industrial Revolution, the electric energy became an essential item for the world population. Beyond the environmental impacts caused by polluting energy sources, the awareness of clean energy generation has been growing worldwide. In this way, renewable and clean energy sources gain prominence in relation to traditional dirty energy sources. Photovoltaic systems can help to reduce the energy consumption at the consumer units in which they are deployed and it can contribute to reducing the energy demand provided by the utility power grid. Thus, the objective of this work is to provide modeling, simulation and control methods for photovoltaic systems in order to assist the photovoltaic systems projects, to analyze the quality of the energy produced, the impacts that these systems cause on the distribution network and to perform the control of power generation of photovoltaic systems. It is proposed to develop optimization and analytical methods for the estimation of the parameters of the single diode model. The estimation of the parameters is performed to improve the modeling of a photovoltaic module and, consequently, its performance in the generation of energy. Then, simulations of grid-connected photovoltaic systems are proposed with the purpose of analyzing the impacts that the photovoltaic energy generation implies on the consumer loads and on the distribution network. Finally, it is proposed a method of energy flow control in a system consisting of photovoltaic system and energy storage system, in order to reduce the energy consumed from the utility grid. The energy flows in this electric system with energy storage system (hybrid system) can be combined to provide power for a load or inject power into the distribution network. The results presented show the benefits of the estimation of parameters of a photovoltaic module in terms of power generation. The results of the simulations show the impacts of photovoltaic systems for the consumer who installed the system and for the utility to design its energy distribution networks in medium and long-term. The results of the controller present the optimization achieved through the control of hybrid energy systems, reducing the costs of the energy consumption of a load and making the most efficient use of the energy storage system.A energia elétrica, após a Segunda Revolução Industrial, se tornou um bem essencial para a população mundial. Com os impactos causados no meio ambiente pelas fontes poluentes de energia, a conscientização da produção de energia limpa vem ganhando destaque em nível mundial. Dessa forma, as fontes de energia renovável e limpa ganham espaço em relação às fontes de energia tradicionais poluentes. Os sistemas fotovoltaicos podem colaborar com a redução do consumo de energia nas unidades consumidoras na qual foram implantados e podem contribuir com a redução da demanda de energia fornecida pela rede de distribuição de energia da concessionária. Assim, o objetivo desta Tese é prover métodos de modelagem, simulação e controle de sistemas fotovoltaicos visando auxiliar projetos de sistemas fotovoltaicos, analisar a qualidade da energia produzida, os impactos que esses sistemas causam na rede de distribuição e realizar o controle da geração de energia de sistemas fotovoltaicos. Propõe-se, então, realizar a estimação de parâmetros do modelo de único diodo por meio de métodos de otimização e analítico. A estimação dos parâmetros é realizada para aprimorar a modelagem de um módulo fotovoltaico e, consequentemente, seu desempenho a nível de geração de energia. Em seguida, simulações de sistemas fotovoltaicos conectados à rede são propostas com o intuito de analisar os impactos que a geração de energia fotovoltaica implica sobre as cargas atendidas e sobre a rede de distribuição. Por fim, propõe-se um método de controle dos fluxos de energia em um sistema consistindo de sistema fotovoltaico e armazenamento de energia, de forma a reduzir a energia consumida da rede de distribuição de energia da concessionária. Os fluxos de energia, neste sistema com armazenamento de energia (sistema híbrido), podem ser combinados para fornecer potência para uma carga ou injetar potência na rede de distribuição. Os resultados apresentados mostram os benefícios da estimação de parâmetros de um módulo fotovoltaico quanto à sua geração de potência; as vantagens das simulações de sistemas fotovoltaicos, tanto para o consumidor que instalou o sistema quanto em nível de projeto da rede de médio a longo prazo para a concessionária de energia; e a otimização obtida através do controle de sistemas híbridos de energia, reduzindo os custos do consumo de energia de uma carga e utilizando, de forma mais satisfatória, o sistema de armazenamento de energia.Submitted by Marlene Santos (marlene.bc.ufg@gmail.com) on 2022-12-12T20:36:29Z No. of bitstreams: 2 Tese - Ricardo Augusto Pereira Franco - 2019.pdf: 13515312 bytes, checksum: 2ebd86a3615baab2f9c44c4e45c84c71 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2022-12-15T12:51:40Z (GMT) No. of bitstreams: 2 Tese - Ricardo Augusto Pereira Franco - 2019.pdf: 13515312 bytes, checksum: 2ebd86a3615baab2f9c44c4e45c84c71 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Made available in DSpace on 2022-12-15T12:51:40Z (GMT). No. of bitstreams: 2 Tese - Ricardo Augusto Pereira Franco - 2019.pdf: 13515312 bytes, checksum: 2ebd86a3615baab2f9c44c4e45c84c71 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2019-11-28Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESporUniversidade Federal de GoiásPrograma de Pós-graduação em Engenharia Elétrica e da Computação (EMC)UFGBrasilEscola de Engenharia Elétrica, Mecânica e de Computação - EMC (RMG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessControle preditivo generalizadoEstimação de parâmetrosGeração distribuídaSistemas fotovoltaicosSistemas híbridosGeneralized predictive controParameters estimationDistributed generationPhotovoltaic systemsHybrid systemsENGENHARIAS::ENGENHARIA ELETRICA::MATERIAIS ELETRICOSModelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à redeSimulation models and generalized predictive control of grid-connected photovoltaic systemsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis5050050050050044371reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGORIGINALTese - Ricardo Augusto Pereira Franco - 2019.pdfTese - Ricardo Augusto Pereira Franco - 2019.pdfapplication/pdf13515312http://repositorio.bc.ufg.br/tede/bitstreams/6329eb71-3c12-46c2-aacc-e76f7a817270/download2ebd86a3615baab2f9c44c4e45c84c71MD53LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/91de5355-76d8-45a5-8d1f-1eec3df8b0eb/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/06764cf5-7893-44ed-be7b-122a5ae64408/download4460e5956bc1d1639be9ae6146a50347MD52tede/124872022-12-15 09:51:41.288http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/12487http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2022-12-15T12:51:41Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.pt_BR.fl_str_mv Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
dc.title.alternative.eng.fl_str_mv Simulation models and generalized predictive control of grid-connected photovoltaic systems
title Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
spellingShingle Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
Franco, Ricardo Augusto Pereira
Controle preditivo generalizado
Estimação de parâmetros
Geração distribuída
Sistemas fotovoltaicos
Sistemas híbridos
Generalized predictive contro
Parameters estimation
Distributed generation
Photovoltaic systems
Hybrid systems
ENGENHARIAS::ENGENHARIA ELETRICA::MATERIAIS ELETRICOS
title_short Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
title_full Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
title_fullStr Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
title_full_unstemmed Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
title_sort Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede
author Franco, Ricardo Augusto Pereira
author_facet Franco, Ricardo Augusto Pereira
author_role author
dc.contributor.advisor1.fl_str_mv Vieira, Flávio Henrique Teles
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0920629723928382
dc.contributor.referee1.fl_str_mv Vieira, Flávio Henrique Teles
dc.contributor.referee2.fl_str_mv Negrete, Lina Paola Garces
dc.contributor.referee3.fl_str_mv Castro, Marcelo Stehling de
dc.contributor.referee4.fl_str_mv Soares, Telma Worle Lima
dc.contributor.referee5.fl_str_mv Belchior, Fernando Nunes
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/5597959559288383
dc.contributor.author.fl_str_mv Franco, Ricardo Augusto Pereira
contributor_str_mv Vieira, Flávio Henrique Teles
Vieira, Flávio Henrique Teles
Negrete, Lina Paola Garces
Castro, Marcelo Stehling de
Soares, Telma Worle Lima
Belchior, Fernando Nunes
dc.subject.por.fl_str_mv Controle preditivo generalizado
Estimação de parâmetros
Geração distribuída
Sistemas fotovoltaicos
Sistemas híbridos
topic Controle preditivo generalizado
Estimação de parâmetros
Geração distribuída
Sistemas fotovoltaicos
Sistemas híbridos
Generalized predictive contro
Parameters estimation
Distributed generation
Photovoltaic systems
Hybrid systems
ENGENHARIAS::ENGENHARIA ELETRICA::MATERIAIS ELETRICOS
dc.subject.eng.fl_str_mv Generalized predictive contro
Parameters estimation
Distributed generation
Photovoltaic systems
Hybrid systems
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA ELETRICA::MATERIAIS ELETRICOS
description After the Second Industrial Revolution, the electric energy became an essential item for the world population. Beyond the environmental impacts caused by polluting energy sources, the awareness of clean energy generation has been growing worldwide. In this way, renewable and clean energy sources gain prominence in relation to traditional dirty energy sources. Photovoltaic systems can help to reduce the energy consumption at the consumer units in which they are deployed and it can contribute to reducing the energy demand provided by the utility power grid. Thus, the objective of this work is to provide modeling, simulation and control methods for photovoltaic systems in order to assist the photovoltaic systems projects, to analyze the quality of the energy produced, the impacts that these systems cause on the distribution network and to perform the control of power generation of photovoltaic systems. It is proposed to develop optimization and analytical methods for the estimation of the parameters of the single diode model. The estimation of the parameters is performed to improve the modeling of a photovoltaic module and, consequently, its performance in the generation of energy. Then, simulations of grid-connected photovoltaic systems are proposed with the purpose of analyzing the impacts that the photovoltaic energy generation implies on the consumer loads and on the distribution network. Finally, it is proposed a method of energy flow control in a system consisting of photovoltaic system and energy storage system, in order to reduce the energy consumed from the utility grid. The energy flows in this electric system with energy storage system (hybrid system) can be combined to provide power for a load or inject power into the distribution network. The results presented show the benefits of the estimation of parameters of a photovoltaic module in terms of power generation. The results of the simulations show the impacts of photovoltaic systems for the consumer who installed the system and for the utility to design its energy distribution networks in medium and long-term. The results of the controller present the optimization achieved through the control of hybrid energy systems, reducing the costs of the energy consumption of a load and making the most efficient use of the energy storage system.
publishDate 2019
dc.date.issued.fl_str_mv 2019-11-28
dc.date.accessioned.fl_str_mv 2022-12-15T12:51:40Z
dc.date.available.fl_str_mv 2022-12-15T12:51:40Z
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dc.identifier.citation.fl_str_mv FRANCO, R. A. P. Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede. 2019. 204 f. Tese (Doutorado em Engenharia Elétrica e da Computação) - Universidade Federal de Goiás, Goiânia, 2019.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/12487
identifier_str_mv FRANCO, R. A. P. Modelos de simulação e controle preditivo generalizado de sistemas fotovoltaicos conectados à rede. 2019. 204 f. Tese (Doutorado em Engenharia Elétrica e da Computação) - Universidade Federal de Goiás, Goiânia, 2019.
url http://repositorio.bc.ufg.br/tede/handle/tede/12487
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language por
dc.relation.program.fl_str_mv 50
dc.relation.confidence.fl_str_mv 500
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dc.relation.department.fl_str_mv 4
dc.relation.cnpq.fl_str_mv 437
dc.relation.sponsorship.fl_str_mv 1
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
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rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Engenharia Elétrica e da Computação (EMC)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Engenharia Elétrica, Mecânica e de Computação - EMC (RMG)
publisher.none.fl_str_mv Universidade Federal de Goiás
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