Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions

Detalhes bibliográficos
Autor(a) principal: Oliveira, Paulo Daving Lima de
Data de Publicação: 2018
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/44183
Resumo: Photovoltaic systems for solar energy conversion are an attractive alternative in energy generation since the energy source – the solar resource – is widely available. Once the solar irradiance profile and the ambient temperature considerably vary along the daytime, for such systems to operate efficiently it becomes necessary to track the maximum power point (MPP) employing instruments that run algorithms conceived to this end. In this context, conventional techniques found in commercial tools nowadays perform this task satisfactorily when the entire photovoltaic system is subject to uniform irradiance and temperature conditions. Nevertheless, these algorithms reveal their drawbacks in the situations where irregular irradiance distribution occurs in the components of the system due mostly to the emergence of shadows, forcing the system to operate in a suboptimal power point. In addition to the lower efficiency, partial shading of the components may disrupt the conversion system, being, thereby, a phenomenon whose mitigation is of prominent importance. To avoid damaging the photovoltaic cells and/or modules when subject to such impairment, bypass diodes are inserted into the connection circuits of the components. The existence of these diodes modifies the power versus voltage curve (P-V curve) of the photovoltaic array, revealing multiple maxima, among which the desired global maximum power point (global MPP). The proposal herein presented consists in providing a computational intelligence-based algorithm that is capable of tracking the MPP at either uniform irradiance or partial shading conditions. Due to the compactness of the proposed algorithm, the implementation of the intelligent tracking system is highly suitable for low-cost serial processing devices. Simulation results point out the relevant ability of the system in tracking the MPP, being it unique or global, for several irradiance and temperature conditions.
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spelling Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditionsEngenharia elétricaGeração de energia fotovoltaicaEnergia solarPhotovoltaic systemPartial shadingIntelligent maximum power pointPhotovoltaic systems for solar energy conversion are an attractive alternative in energy generation since the energy source – the solar resource – is widely available. Once the solar irradiance profile and the ambient temperature considerably vary along the daytime, for such systems to operate efficiently it becomes necessary to track the maximum power point (MPP) employing instruments that run algorithms conceived to this end. In this context, conventional techniques found in commercial tools nowadays perform this task satisfactorily when the entire photovoltaic system is subject to uniform irradiance and temperature conditions. Nevertheless, these algorithms reveal their drawbacks in the situations where irregular irradiance distribution occurs in the components of the system due mostly to the emergence of shadows, forcing the system to operate in a suboptimal power point. In addition to the lower efficiency, partial shading of the components may disrupt the conversion system, being, thereby, a phenomenon whose mitigation is of prominent importance. To avoid damaging the photovoltaic cells and/or modules when subject to such impairment, bypass diodes are inserted into the connection circuits of the components. The existence of these diodes modifies the power versus voltage curve (P-V curve) of the photovoltaic array, revealing multiple maxima, among which the desired global maximum power point (global MPP). The proposal herein presented consists in providing a computational intelligence-based algorithm that is capable of tracking the MPP at either uniform irradiance or partial shading conditions. Due to the compactness of the proposed algorithm, the implementation of the intelligent tracking system is highly suitable for low-cost serial processing devices. Simulation results point out the relevant ability of the system in tracking the MPP, being it unique or global, for several irradiance and temperature conditions.Os sistemas fotovoltaicos de conversão de energia solar são uma alternativa de geração energética bastante atraente, uma vez que a fonte de energia – o recurso solar – está disponível abundantemente. Dado que o perfil de irradiância solar e a temperatura ambiente variam consideravelmente ao longo do dia, para que tais sistemas possam operar de maneira eficiente emerge a necessidade de realizar o seguimento do ponto de máxima potência (PMP) utilizando instrumentos dotados de algoritmos concebidos para esse fim. Nesse contexto, técnicas convencionais encontradas nos sistemas comercializados atualmente atingem esse objetivo de forma satisfatória quando todo o sistema fotovoltaico está submetido a condições uniformes de irradiância e temperatura. No entanto, esses algoritmos se revelam falhos nas situações em que há irregularidade na distribuição de irradiância nos componentes do sistema devido principalmente ao surgimento de sombras, forçando a operação do sistema fotovoltaico em um ponto de potência não máximo. Adicionalmente à baixa eficiência, o sombreamento parcial dos componentes pode provocar a inoperância do sistema conversor, sendo, portanto, um fenômeno cuja mitigação é de elevada importância. Para impedir que as células e/ou módulos fotovoltaicos sejam danificados quando submetidos a tal adversidade, diodos de passagem são inseridos na composição dos circuitos de associação. A presença desses diodos modifica a curva tensão versus potência (curva P-V) do arranjo fotovoltaico, revelando múltiplos pontos máximos, dentre os quais o desejado ponto global de máxima potência (PMP global). A proposta aqui apresentada consiste em oferecer um algoritmo baseado em inteligência computacional que seja capaz de rastrear o PMP tanto nas condições de irradiância uniforme como nas de sombreamento parcial. Devido à característica compacta do algoritmo proposto, a implementação do sistema rastreador inteligente é bastante adequada a dispositivos de processamento sequencial de baixo custo. Resultados de simulação apontam a relevante capacidade do sistema em rastrear o PMP, seja único ou global, em diversas condições de irradiância e temperatura.Braga, Arthur Plínio de SouzaNogueira, Fabrício GonzalezOliveira, Paulo Daving Lima de2019-07-29T13:13:56Z2019-07-29T13:13:56Z2018info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfOLIVEIRA, P. D. L. de. Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions. 2018. 118 f. Dissertação (Mestrado em Engenharia Elétrica)-Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2018.http://www.repositorio.ufc.br/handle/riufc/44183engreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccess2022-05-10T12:56:39Zoai:repositorio.ufc.br:riufc/44183Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-09-11T18:23:20.872990Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
title Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
spellingShingle Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
Oliveira, Paulo Daving Lima de
Engenharia elétrica
Geração de energia fotovoltaica
Energia solar
Photovoltaic system
Partial shading
Intelligent maximum power point
title_short Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
title_full Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
title_fullStr Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
title_full_unstemmed Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
title_sort Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions
author Oliveira, Paulo Daving Lima de
author_facet Oliveira, Paulo Daving Lima de
author_role author
dc.contributor.none.fl_str_mv Braga, Arthur Plínio de Souza
Nogueira, Fabrício Gonzalez
dc.contributor.author.fl_str_mv Oliveira, Paulo Daving Lima de
dc.subject.por.fl_str_mv Engenharia elétrica
Geração de energia fotovoltaica
Energia solar
Photovoltaic system
Partial shading
Intelligent maximum power point
topic Engenharia elétrica
Geração de energia fotovoltaica
Energia solar
Photovoltaic system
Partial shading
Intelligent maximum power point
description Photovoltaic systems for solar energy conversion are an attractive alternative in energy generation since the energy source – the solar resource – is widely available. Once the solar irradiance profile and the ambient temperature considerably vary along the daytime, for such systems to operate efficiently it becomes necessary to track the maximum power point (MPP) employing instruments that run algorithms conceived to this end. In this context, conventional techniques found in commercial tools nowadays perform this task satisfactorily when the entire photovoltaic system is subject to uniform irradiance and temperature conditions. Nevertheless, these algorithms reveal their drawbacks in the situations where irregular irradiance distribution occurs in the components of the system due mostly to the emergence of shadows, forcing the system to operate in a suboptimal power point. In addition to the lower efficiency, partial shading of the components may disrupt the conversion system, being, thereby, a phenomenon whose mitigation is of prominent importance. To avoid damaging the photovoltaic cells and/or modules when subject to such impairment, bypass diodes are inserted into the connection circuits of the components. The existence of these diodes modifies the power versus voltage curve (P-V curve) of the photovoltaic array, revealing multiple maxima, among which the desired global maximum power point (global MPP). The proposal herein presented consists in providing a computational intelligence-based algorithm that is capable of tracking the MPP at either uniform irradiance or partial shading conditions. Due to the compactness of the proposed algorithm, the implementation of the intelligent tracking system is highly suitable for low-cost serial processing devices. Simulation results point out the relevant ability of the system in tracking the MPP, being it unique or global, for several irradiance and temperature conditions.
publishDate 2018
dc.date.none.fl_str_mv 2018
2019-07-29T13:13:56Z
2019-07-29T13:13:56Z
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.uri.fl_str_mv OLIVEIRA, P. D. L. de. Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions. 2018. 118 f. Dissertação (Mestrado em Engenharia Elétrica)-Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2018.
http://www.repositorio.ufc.br/handle/riufc/44183
identifier_str_mv OLIVEIRA, P. D. L. de. Intelligent MPP tracker for photovoltaic systems under uniform irradiance and partial shading conditions. 2018. 118 f. Dissertação (Mestrado em Engenharia Elétrica)-Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2018.
url http://www.repositorio.ufc.br/handle/riufc/44183
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
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