Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.22/7326 |
Resumo: | The electricity market restructuring, and its worldwide evolution into regional and even continental scales, along with the increasing necessity for an adequate integration of renewable energy sources, is resulting in a rising complexity in power systems operation. Several power system simulators have been developed in recent years with the purpose of helping operators, regulators, and involved players to understand and deal with this complex and constantly changing environment. The main contribution of this paper is given by the integration of several electricity market and power system models, respecting to the reality of different countries. This integration is done through the development of an upper ontology which integrates the essential concepts necessary to interpret all the available information. The continuous development of Multi-Agent System for Competitive Electricity Markets platform provides the means for the exemplification of the usefulness of this ontology. A case study using the proposed multi-agent platform is presented, considering a scenario based on real data that simulates the European Electricity Market environment, and comparing its performance using different market mechanisms. The main goal is to demonstrate the advantages that the integration of various market models and simulation platforms have for the study of the electricity markets’ evolution. |
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Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modelingDecision support in power systemsElectricity market simulationMulti-agent systemsOntologiesThe electricity market restructuring, and its worldwide evolution into regional and even continental scales, along with the increasing necessity for an adequate integration of renewable energy sources, is resulting in a rising complexity in power systems operation. Several power system simulators have been developed in recent years with the purpose of helping operators, regulators, and involved players to understand and deal with this complex and constantly changing environment. The main contribution of this paper is given by the integration of several electricity market and power system models, respecting to the reality of different countries. This integration is done through the development of an upper ontology which integrates the essential concepts necessary to interpret all the available information. The continuous development of Multi-Agent System for Competitive Electricity Markets platform provides the means for the exemplification of the usefulness of this ontology. A case study using the proposed multi-agent platform is presented, considering a scenario based on real data that simulates the European Electricity Market environment, and comparing its performance using different market mechanisms. The main goal is to demonstrate the advantages that the integration of various market models and simulation platforms have for the study of the electricity markets’ evolution.ElsevierRepositório Científico do Instituto Politécnico do PortoSantos, GabrielPinto, TiagoMorais, HugoSousa, Tiago M.Pereira, Ivo F.Fernandes, RicardoPraça, IsabelVale, Zita2016-01-07T16:02:46Z2015-072015-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/7326eng10.1016/j.enconman.2015.04.042metadata only accessinfo: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:10400.22/7326Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:27:51.066164Repositório 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 |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
title |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
spellingShingle |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling Santos, Gabriel Decision support in power systems Electricity market simulation Multi-agent systems Ontologies |
title_short |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
title_full |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
title_fullStr |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
title_full_unstemmed |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
title_sort |
Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling |
author |
Santos, Gabriel |
author_facet |
Santos, Gabriel Pinto, Tiago Morais, Hugo Sousa, Tiago M. Pereira, Ivo F. Fernandes, Ricardo Praça, Isabel Vale, Zita |
author_role |
author |
author2 |
Pinto, Tiago Morais, Hugo Sousa, Tiago M. Pereira, Ivo F. Fernandes, Ricardo Praça, Isabel Vale, Zita |
author2_role |
author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Politécnico do Porto |
dc.contributor.author.fl_str_mv |
Santos, Gabriel Pinto, Tiago Morais, Hugo Sousa, Tiago M. Pereira, Ivo F. Fernandes, Ricardo Praça, Isabel Vale, Zita |
dc.subject.por.fl_str_mv |
Decision support in power systems Electricity market simulation Multi-agent systems Ontologies |
topic |
Decision support in power systems Electricity market simulation Multi-agent systems Ontologies |
description |
The electricity market restructuring, and its worldwide evolution into regional and even continental scales, along with the increasing necessity for an adequate integration of renewable energy sources, is resulting in a rising complexity in power systems operation. Several power system simulators have been developed in recent years with the purpose of helping operators, regulators, and involved players to understand and deal with this complex and constantly changing environment. The main contribution of this paper is given by the integration of several electricity market and power system models, respecting to the reality of different countries. This integration is done through the development of an upper ontology which integrates the essential concepts necessary to interpret all the available information. The continuous development of Multi-Agent System for Competitive Electricity Markets platform provides the means for the exemplification of the usefulness of this ontology. A case study using the proposed multi-agent platform is presented, considering a scenario based on real data that simulates the European Electricity Market environment, and comparing its performance using different market mechanisms. The main goal is to demonstrate the advantages that the integration of various market models and simulation platforms have for the study of the electricity markets’ evolution. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-07 2015-07-01T00:00:00Z 2016-01-07T16:02:46Z |
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://hdl.handle.net/10400.22/7326 |
url |
http://hdl.handle.net/10400.22/7326 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1016/j.enconman.2015.04.042 |
dc.rights.driver.fl_str_mv |
metadata only access info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
metadata only access |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Elsevier |
publisher.none.fl_str_mv |
Elsevier |
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 |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799131374497562624 |