Coalition of distributed generation units to Virtual Power Players - a game theory approach

Detalhes bibliográficos
Autor(a) principal: Morais, Hugo
Data de Publicação: 2015
Outros Autores: Sousa, Tiago M., Santos, Gabriel, Pinto, Tiago, Praça, Isabel, Vale, Zita
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/7329
Resumo: Smart Grids (SGs) have emerged as the new paradigm for power system operation and management, being designed to include large amounts of distributed energy resources. This new paradigm requires new Energy Resource Management (ERM) methodologies considering different operation strategies and the existence of new management players such as several types of aggregators. This paper proposes a methodology to facilitate the coalition between distributed generation units originating Virtual Power Players (VPP) considering a game theory approach. The proposed approach consists in the analysis of the classifications that were attributed by each VPP to the distributed generation units, as well as in the analysis of the previous established contracts by each player. The proposed classification model is based in fourteen parameters including technical, economical and behavioural ones. Depending of the VPP strategies, size and goals, each parameter has different importance. VPP can also manage other type of energy resources, like storage units, electric vehicles, demand response programs or even parts of the MV and LV distribution network. A case study with twelve VPPs with different characteristics and one hundred and fifty real distributed generation units is included in the paper.
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spelling Coalition of distributed generation units to Virtual Power Players - a game theory approachDecision-makingDistributed generationElectricity marketsGame theoryIntelligent agents coalitionsVirtual Power PlayersSmart Grids (SGs) have emerged as the new paradigm for power system operation and management, being designed to include large amounts of distributed energy resources. This new paradigm requires new Energy Resource Management (ERM) methodologies considering different operation strategies and the existence of new management players such as several types of aggregators. This paper proposes a methodology to facilitate the coalition between distributed generation units originating Virtual Power Players (VPP) considering a game theory approach. The proposed approach consists in the analysis of the classifications that were attributed by each VPP to the distributed generation units, as well as in the analysis of the previous established contracts by each player. The proposed classification model is based in fourteen parameters including technical, economical and behavioural ones. Depending of the VPP strategies, size and goals, each parameter has different importance. VPP can also manage other type of energy resources, like storage units, electric vehicles, demand response programs or even parts of the MV and LV distribution network. A case study with twelve VPPs with different characteristics and one hundred and fifty real distributed generation units is included in the paper.IOS PressRepositório Científico do Instituto Politécnico do PortoMorais, HugoSousa, Tiago M.Santos, GabrielPinto, TiagoPraça, IsabelVale, Zita2016-01-07T17:14:59Z2015-062015-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/7329eng10.3233/ICA-150490info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T12:47:49Zoai:recipp.ipp.pt:10400.22/7329Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:27:50.955832Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Coalition of distributed generation units to Virtual Power Players - a game theory approach
title Coalition of distributed generation units to Virtual Power Players - a game theory approach
spellingShingle Coalition of distributed generation units to Virtual Power Players - a game theory approach
Morais, Hugo
Decision-making
Distributed generation
Electricity markets
Game theory
Intelligent agents coalitions
Virtual Power Players
title_short Coalition of distributed generation units to Virtual Power Players - a game theory approach
title_full Coalition of distributed generation units to Virtual Power Players - a game theory approach
title_fullStr Coalition of distributed generation units to Virtual Power Players - a game theory approach
title_full_unstemmed Coalition of distributed generation units to Virtual Power Players - a game theory approach
title_sort Coalition of distributed generation units to Virtual Power Players - a game theory approach
author Morais, Hugo
author_facet Morais, Hugo
Sousa, Tiago M.
Santos, Gabriel
Pinto, Tiago
Praça, Isabel
Vale, Zita
author_role author
author2 Sousa, Tiago M.
Santos, Gabriel
Pinto, Tiago
Praça, Isabel
Vale, Zita
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Morais, Hugo
Sousa, Tiago M.
Santos, Gabriel
Pinto, Tiago
Praça, Isabel
Vale, Zita
dc.subject.por.fl_str_mv Decision-making
Distributed generation
Electricity markets
Game theory
Intelligent agents coalitions
Virtual Power Players
topic Decision-making
Distributed generation
Electricity markets
Game theory
Intelligent agents coalitions
Virtual Power Players
description Smart Grids (SGs) have emerged as the new paradigm for power system operation and management, being designed to include large amounts of distributed energy resources. This new paradigm requires new Energy Resource Management (ERM) methodologies considering different operation strategies and the existence of new management players such as several types of aggregators. This paper proposes a methodology to facilitate the coalition between distributed generation units originating Virtual Power Players (VPP) considering a game theory approach. The proposed approach consists in the analysis of the classifications that were attributed by each VPP to the distributed generation units, as well as in the analysis of the previous established contracts by each player. The proposed classification model is based in fourteen parameters including technical, economical and behavioural ones. Depending of the VPP strategies, size and goals, each parameter has different importance. VPP can also manage other type of energy resources, like storage units, electric vehicles, demand response programs or even parts of the MV and LV distribution network. A case study with twelve VPPs with different characteristics and one hundred and fifty real distributed generation units is included in the paper.
publishDate 2015
dc.date.none.fl_str_mv 2015-06
2015-06-01T00:00:00Z
2016-01-07T17:14:59Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/7329
url http://hdl.handle.net/10400.22/7329
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3233/ICA-150490
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IOS Press
publisher.none.fl_str_mv IOS Press
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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