Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements

Detalhes bibliográficos
Autor(a) principal: Perez,Filipe
Data de Publicação: 2021
Outros Autores: López-Salamanca,Henry Leonardo, Medeiros,Lúcio de, Schumacher,Ricardo, Fuchs,Leonardo, Roesler,Pedro Henrique, Pedretti,André
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Archives of Biology and Technology
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132021000200219
Resumo: Abstract Microgrids have been widely applied to improve the energy quality parameters of a distribution system locally, in addition to ensuring the operation of the system in an isolated manner. The Model Predictive Control (MPC) is a great solution to guarantee the operation of the system considering forecasting models and also physical restrictions of the system, which ensure the optimal operation of the Microgrid. However, the construction of a control scheme following the objectives established in order to meet the connected and isolated operation of a Microgrid is still a challenge. This paper proposes the development of an MPC control scheme that assures optimal system operation in connected and islanded mode, improving power quality indexes, ensuring network requirements, and extending battery life cycle. The proposed control operation in the connected mode can attend to the needs of the Microgrid, reducing the impacts of peak demand and the intermittent variations in renewable generation, where a linear objective function is developed for this purpose. In the islanded mode, grid requirements are guaranteed through load shedding, considering improvements in continuity indicators. Forecasting models are implemented considering the MPC approach and a detailed network model is developed. Simulation results highlight the effectiveness of the proposed control strategy.
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spelling Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality ImprovementsMicrogridsMPC controlPower QualityAbstract Microgrids have been widely applied to improve the energy quality parameters of a distribution system locally, in addition to ensuring the operation of the system in an isolated manner. The Model Predictive Control (MPC) is a great solution to guarantee the operation of the system considering forecasting models and also physical restrictions of the system, which ensure the optimal operation of the Microgrid. However, the construction of a control scheme following the objectives established in order to meet the connected and isolated operation of a Microgrid is still a challenge. This paper proposes the development of an MPC control scheme that assures optimal system operation in connected and islanded mode, improving power quality indexes, ensuring network requirements, and extending battery life cycle. The proposed control operation in the connected mode can attend to the needs of the Microgrid, reducing the impacts of peak demand and the intermittent variations in renewable generation, where a linear objective function is developed for this purpose. In the islanded mode, grid requirements are guaranteed through load shedding, considering improvements in continuity indicators. Forecasting models are implemented considering the MPC approach and a detailed network model is developed. Simulation results highlight the effectiveness of the proposed control strategy.Instituto de Tecnologia do Paraná - Tecpar2021-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132021000200219Brazilian Archives of Biology and Technology v.64 n.spe 2021reponame:Brazilian Archives of Biology and Technologyinstname:Instituto de Tecnologia do Paraná (Tecpar)instacron:TECPAR10.1590/1678-4324-75years-2021210156info:eu-repo/semantics/openAccessPerez,FilipeLópez-Salamanca,Henry LeonardoMedeiros,Lúcio deSchumacher,RicardoFuchs,LeonardoRoesler,Pedro HenriquePedretti,Andréeng2021-08-11T00:00:00Zoai:scielo:S1516-89132021000200219Revistahttps://www.scielo.br/j/babt/https://old.scielo.br/oai/scielo-oai.phpbabt@tecpar.br||babt@tecpar.br1678-43241516-8913opendoar:2021-08-11T00:00Brazilian Archives of Biology and Technology - Instituto de Tecnologia do Paraná (Tecpar)false
dc.title.none.fl_str_mv Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
title Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
spellingShingle Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
Perez,Filipe
Microgrids
MPC control
Power Quality
title_short Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
title_full Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
title_fullStr Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
title_full_unstemmed Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
title_sort Optimal Operation of an Urban Microgrid Using Model Predictive Control Considering Power Quality Improvements
author Perez,Filipe
author_facet Perez,Filipe
López-Salamanca,Henry Leonardo
Medeiros,Lúcio de
Schumacher,Ricardo
Fuchs,Leonardo
Roesler,Pedro Henrique
Pedretti,André
author_role author
author2 López-Salamanca,Henry Leonardo
Medeiros,Lúcio de
Schumacher,Ricardo
Fuchs,Leonardo
Roesler,Pedro Henrique
Pedretti,André
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Perez,Filipe
López-Salamanca,Henry Leonardo
Medeiros,Lúcio de
Schumacher,Ricardo
Fuchs,Leonardo
Roesler,Pedro Henrique
Pedretti,André
dc.subject.por.fl_str_mv Microgrids
MPC control
Power Quality
topic Microgrids
MPC control
Power Quality
description Abstract Microgrids have been widely applied to improve the energy quality parameters of a distribution system locally, in addition to ensuring the operation of the system in an isolated manner. The Model Predictive Control (MPC) is a great solution to guarantee the operation of the system considering forecasting models and also physical restrictions of the system, which ensure the optimal operation of the Microgrid. However, the construction of a control scheme following the objectives established in order to meet the connected and isolated operation of a Microgrid is still a challenge. This paper proposes the development of an MPC control scheme that assures optimal system operation in connected and islanded mode, improving power quality indexes, ensuring network requirements, and extending battery life cycle. The proposed control operation in the connected mode can attend to the needs of the Microgrid, reducing the impacts of peak demand and the intermittent variations in renewable generation, where a linear objective function is developed for this purpose. In the islanded mode, grid requirements are guaranteed through load shedding, considering improvements in continuity indicators. Forecasting models are implemented considering the MPC approach and a detailed network model is developed. Simulation results highlight the effectiveness of the proposed control strategy.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132021000200219
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132021000200219
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1678-4324-75years-2021210156
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto de Tecnologia do Paraná - Tecpar
publisher.none.fl_str_mv Instituto de Tecnologia do Paraná - Tecpar
dc.source.none.fl_str_mv Brazilian Archives of Biology and Technology v.64 n.spe 2021
reponame:Brazilian Archives of Biology and Technology
instname:Instituto de Tecnologia do Paraná (Tecpar)
instacron:TECPAR
instname_str Instituto de Tecnologia do Paraná (Tecpar)
instacron_str TECPAR
institution TECPAR
reponame_str Brazilian Archives of Biology and Technology
collection Brazilian Archives of Biology and Technology
repository.name.fl_str_mv Brazilian Archives of Biology and Technology - Instituto de Tecnologia do Paraná (Tecpar)
repository.mail.fl_str_mv babt@tecpar.br||babt@tecpar.br
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