Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , |
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=S1516-89132022000100611 |
Resumo: | Abstract Distribution power grids are continuously changing, mainly due to the insertion of distributed energy resources. Since the late 90's the distribution generation insertion has been growing, changing the planning and operation of the conventional grid. More recently, storage systems are also being placed on the distribution power system, aiming to improve system power quality and reliability. In this context of active grids, an Optimum Power Flow (OPF) was proposed, integrating generation from distributed generation with photovoltaic systems as well as a battery energy storage, which could be located at different feeder busses, including the substation bus. The OPF was modeled in a multiperiod structure, allowing simultaneous evaluation of all steps within the time horizon, being solved with the interior points method implemented in python. Different scenarios were evaluated considering different distributed generation levels, as well as battery placement at the substation bus and in the middle of the grid. From the multiperiod OPF results, it is obtained the minimization of losses and operational costs of the system, besides the minimum battery cost and the optimum behavior of charge and discharge of the battery. |
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Brazilian Archives of Biology and Technology |
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Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage SystemsActive Distribution NetworkDistributed Energy ResourceOptimum Power FlowBattery Energy Storage SystemsAbstract Distribution power grids are continuously changing, mainly due to the insertion of distributed energy resources. Since the late 90's the distribution generation insertion has been growing, changing the planning and operation of the conventional grid. More recently, storage systems are also being placed on the distribution power system, aiming to improve system power quality and reliability. In this context of active grids, an Optimum Power Flow (OPF) was proposed, integrating generation from distributed generation with photovoltaic systems as well as a battery energy storage, which could be located at different feeder busses, including the substation bus. The OPF was modeled in a multiperiod structure, allowing simultaneous evaluation of all steps within the time horizon, being solved with the interior points method implemented in python. Different scenarios were evaluated considering different distributed generation levels, as well as battery placement at the substation bus and in the middle of the grid. From the multiperiod OPF results, it is obtained the minimization of losses and operational costs of the system, besides the minimum battery cost and the optimum behavior of charge and discharge of the battery.Instituto de Tecnologia do Paraná - Tecpar2022-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100611Brazilian Archives of Biology and Technology v.65 2022reponame:Brazilian Archives of Biology and Technologyinstname:Instituto de Tecnologia do Paraná (Tecpar)instacron:TECPAR10.1590/1678-4324-2022210757info:eu-repo/semantics/openAccessBlasi,Thaís MarzalekFernandes,Thelma Solange PiazzaAoki,Alexandre RasiTabarro,Fabrício Henriqueeng2022-05-23T00:00:00Zoai:scielo:S1516-89132022000100611Revistahttps://www.scielo.br/j/babt/https://old.scielo.br/oai/scielo-oai.phpbabt@tecpar.br||babt@tecpar.br1678-43241516-8913opendoar:2022-05-23T00:00Brazilian Archives of Biology and Technology - Instituto de Tecnologia do Paraná (Tecpar)false |
dc.title.none.fl_str_mv |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
title |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
spellingShingle |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems Blasi,Thaís Marzalek Active Distribution Network Distributed Energy Resource Optimum Power Flow Battery Energy Storage Systems |
title_short |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
title_full |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
title_fullStr |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
title_full_unstemmed |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
title_sort |
Multiperiod Optimum Power Flow for Optimization of an Active Distribution Network with Battery Energy Storage Systems |
author |
Blasi,Thaís Marzalek |
author_facet |
Blasi,Thaís Marzalek Fernandes,Thelma Solange Piazza Aoki,Alexandre Rasi Tabarro,Fabrício Henrique |
author_role |
author |
author2 |
Fernandes,Thelma Solange Piazza Aoki,Alexandre Rasi Tabarro,Fabrício Henrique |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Blasi,Thaís Marzalek Fernandes,Thelma Solange Piazza Aoki,Alexandre Rasi Tabarro,Fabrício Henrique |
dc.subject.por.fl_str_mv |
Active Distribution Network Distributed Energy Resource Optimum Power Flow Battery Energy Storage Systems |
topic |
Active Distribution Network Distributed Energy Resource Optimum Power Flow Battery Energy Storage Systems |
description |
Abstract Distribution power grids are continuously changing, mainly due to the insertion of distributed energy resources. Since the late 90's the distribution generation insertion has been growing, changing the planning and operation of the conventional grid. More recently, storage systems are also being placed on the distribution power system, aiming to improve system power quality and reliability. In this context of active grids, an Optimum Power Flow (OPF) was proposed, integrating generation from distributed generation with photovoltaic systems as well as a battery energy storage, which could be located at different feeder busses, including the substation bus. The OPF was modeled in a multiperiod structure, allowing simultaneous evaluation of all steps within the time horizon, being solved with the interior points method implemented in python. Different scenarios were evaluated considering different distributed generation levels, as well as battery placement at the substation bus and in the middle of the grid. From the multiperiod OPF results, it is obtained the minimization of losses and operational costs of the system, besides the minimum battery cost and the optimum behavior of charge and discharge of the battery. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-01-01 |
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=S1516-89132022000100611 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100611 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/1678-4324-2022210757 |
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.65 2022 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 |
_version_ |
1750318281668952064 |