Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems

Detalhes bibliográficos
Autor(a) principal: Palate, Byron O.
Data de Publicação: 2021
Outros Autores: Guedes, Tatiana P., Grilo-Pavani, Ahda, Padilha-Feltrin, Antonio [UNESP], Melo, Joel D.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.ijepes.2021.107003
http://hdl.handle.net/11449/210325
Resumo: The aggregator units are essential in implementing smart grids since they are responsible for connecting smart meters installed on the consumers and ensuring exchanging information with the utility control centers. This paper presents a methodology to allocate these aggregators in low voltage distribution systems with solar photovoltaic generation. The proposed method is composed of two stages. In the first one, the aggregators are allocated considering the minimization of the distance to the remote terminal unit and their installation costs using a method based on Particle Swarm Optimization. In the second stage, the smart meters are connected to each allocated aggregator using a graph method. These connections are performed, taking into account a function, which depends on the distance between the meters and the load density within the aggregator coverage area. The proposed methodology was tested using a 400 V low voltage distribution system with 45 residential loads and 12 photovoltaic generators. The results showed that the proposal allocates aggregators at points where the consumer groups? load curves into the aggregator coverage area are better characterized. The values of the average voltage profile and the system?s power losses in each aggregator coverage area presented an excellent match with values obtained with the test system without installing aggregators. From this characterization, it is possible to get useful information for operational planning and expansion planning of low voltage networks with photovoltaic generators by aggregation areas.
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spelling Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systemsPower distribution systemAggregator unitsSmart gridPhotovoltaic systemThe aggregator units are essential in implementing smart grids since they are responsible for connecting smart meters installed on the consumers and ensuring exchanging information with the utility control centers. This paper presents a methodology to allocate these aggregators in low voltage distribution systems with solar photovoltaic generation. The proposed method is composed of two stages. In the first one, the aggregators are allocated considering the minimization of the distance to the remote terminal unit and their installation costs using a method based on Particle Swarm Optimization. In the second stage, the smart meters are connected to each allocated aggregator using a graph method. These connections are performed, taking into account a function, which depends on the distance between the meters and the load density within the aggregator coverage area. The proposed methodology was tested using a 400 V low voltage distribution system with 45 residential loads and 12 photovoltaic generators. The results showed that the proposal allocates aggregators at points where the consumer groups? load curves into the aggregator coverage area are better characterized. The values of the average voltage profile and the system?s power losses in each aggregator coverage area presented an excellent match with values obtained with the test system without installing aggregators. From this characterization, it is possible to get useful information for operational planning and expansion planning of low voltage networks with photovoltaic generators by aggregation areas.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Instituto Nacional de Ciencia e Tecnologia de Energia Eletrica - Brazil (INCT-INERGE)ENELFed Univ ABC, Engn Modeling & Appl Social Sci Ctr, Santo Andre, SP, BrazilSao Paulo State Univ UNESP, Dept Elect Engn, Ilha Solteira, SP, BrazilSao Paulo State Univ UNESP, Dept Elect Engn, Ilha Solteira, SP, BrazilFAPESP: 2015/21972-6FAPESP: 2019/00466-6CAPES: 001CNPq: 310299/2020-9CNPq: 440088/2019-4CNPq: 422044/2018-0ENEL: PEE-00390-1062/2017ENEL: P&D-00390-1083-2020_UFABCENEL: ANEEL 001-2016Elsevier B.V.Universidade Federal do ABC (UFABC)Universidade Estadual Paulista (Unesp)Palate, Byron O.Guedes, Tatiana P.Grilo-Pavani, AhdaPadilha-Feltrin, Antonio [UNESP]Melo, Joel D.2021-06-25T15:04:56Z2021-06-25T15:04:56Z2021-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article14http://dx.doi.org/10.1016/j.ijepes.2021.107003International Journal Of Electrical Power & Energy Systems. Oxford: Elsevier Sci Ltd, v. 130, 14 p., 2021.0142-0615http://hdl.handle.net/11449/21032510.1016/j.ijepes.2021.107003WOS:000649659300007Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Journal Of Electrical Power & Energy Systemsinfo:eu-repo/semantics/openAccess2024-07-04T19:06:26Zoai:repositorio.unesp.br:11449/210325Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:55:20.354454Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
title Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
spellingShingle Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
Palate, Byron O.
Power distribution system
Aggregator units
Smart grid
Photovoltaic system
title_short Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
title_full Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
title_fullStr Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
title_full_unstemmed Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
title_sort Aggregator units allocation in low voltage distribution networks with penetration of photovoltaic systems
author Palate, Byron O.
author_facet Palate, Byron O.
Guedes, Tatiana P.
Grilo-Pavani, Ahda
Padilha-Feltrin, Antonio [UNESP]
Melo, Joel D.
author_role author
author2 Guedes, Tatiana P.
Grilo-Pavani, Ahda
Padilha-Feltrin, Antonio [UNESP]
Melo, Joel D.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Federal do ABC (UFABC)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Palate, Byron O.
Guedes, Tatiana P.
Grilo-Pavani, Ahda
Padilha-Feltrin, Antonio [UNESP]
Melo, Joel D.
dc.subject.por.fl_str_mv Power distribution system
Aggregator units
Smart grid
Photovoltaic system
topic Power distribution system
Aggregator units
Smart grid
Photovoltaic system
description The aggregator units are essential in implementing smart grids since they are responsible for connecting smart meters installed on the consumers and ensuring exchanging information with the utility control centers. This paper presents a methodology to allocate these aggregators in low voltage distribution systems with solar photovoltaic generation. The proposed method is composed of two stages. In the first one, the aggregators are allocated considering the minimization of the distance to the remote terminal unit and their installation costs using a method based on Particle Swarm Optimization. In the second stage, the smart meters are connected to each allocated aggregator using a graph method. These connections are performed, taking into account a function, which depends on the distance between the meters and the load density within the aggregator coverage area. The proposed methodology was tested using a 400 V low voltage distribution system with 45 residential loads and 12 photovoltaic generators. The results showed that the proposal allocates aggregators at points where the consumer groups? load curves into the aggregator coverage area are better characterized. The values of the average voltage profile and the system?s power losses in each aggregator coverage area presented an excellent match with values obtained with the test system without installing aggregators. From this characterization, it is possible to get useful information for operational planning and expansion planning of low voltage networks with photovoltaic generators by aggregation areas.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-25T15:04:56Z
2021-06-25T15:04:56Z
2021-09-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.ijepes.2021.107003
International Journal Of Electrical Power & Energy Systems. Oxford: Elsevier Sci Ltd, v. 130, 14 p., 2021.
0142-0615
http://hdl.handle.net/11449/210325
10.1016/j.ijepes.2021.107003
WOS:000649659300007
url http://dx.doi.org/10.1016/j.ijepes.2021.107003
http://hdl.handle.net/11449/210325
identifier_str_mv International Journal Of Electrical Power & Energy Systems. Oxford: Elsevier Sci Ltd, v. 130, 14 p., 2021.
0142-0615
10.1016/j.ijepes.2021.107003
WOS:000649659300007
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Journal Of Electrical Power & Energy Systems
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 14
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808129139423576064