Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems

Detalhes bibliográficos
Autor(a) principal: Teixeira, Brígida
Data de Publicação: 2018
Outros Autores: Pinto, Tiago, Silva, Francisco, Santos, Gabriel, 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/10400.22/17330
Resumo: Worldwide electricity markets are undergoing a major restructuring process. One of the main reasons for the ongoing changes is to enable the adaptation of current market models to the new paradigm that arises from the large-scale integration of distributed generation sources. In order to deal with the unpredictability caused by the intermittent nature of the distributed generation and the large number of variables that contribute to the energy sector balance, it is extremely important to use simulation systems that are capable of dealing with the required complexity. This paper presents the Tools Control Center (TOOCC), a framework that allows the interoperability between heterogeneous energy and power simulation systems through the use of ontologies, allowing the simulation of scenarios with a high degree of complexity, through the cooperation of the individual capacities of each system. A case study based on real data is presented in order to demonstrate the interoperability capabilities of TOOCC. The simulation considers the energy management of a microgrid of a real university campus, from the perspective of the network manager and also of its consumers/producers, in a projection for a typical day of the winter of 2050.
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spelling Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy SystemsDecision support systemsElectricity marketsEnergy resources managementMulti-agent simulationSemantic interoperabilitySmart gridWorldwide electricity markets are undergoing a major restructuring process. One of the main reasons for the ongoing changes is to enable the adaptation of current market models to the new paradigm that arises from the large-scale integration of distributed generation sources. In order to deal with the unpredictability caused by the intermittent nature of the distributed generation and the large number of variables that contribute to the energy sector balance, it is extremely important to use simulation systems that are capable of dealing with the required complexity. This paper presents the Tools Control Center (TOOCC), a framework that allows the interoperability between heterogeneous energy and power simulation systems through the use of ontologies, allowing the simulation of scenarios with a high degree of complexity, through the cooperation of the individual capacities of each system. A case study based on real data is presented in order to demonstrate the interoperability capabilities of TOOCC. The simulation considers the energy management of a microgrid of a real university campus, from the perspective of the network manager and also of its consumers/producers, in a projection for a typical day of the winter of 2050.This work has been developed in the scope of the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No. 641794 (project DREAM-GO); CONTEST project - SAICT-POL/23575/2016; and has also been supported by FEDER Funds through COMPETE program and from National Funds through FCT under the project UID/EEA/00760/2013.MDPIRepositório Científico do Instituto Politécnico do PortoTeixeira, BrígidaPinto, TiagoSilva, FranciscoSantos, GabrielPraça, IsabelVale, Zita2021-03-09T12:37:05Z20182018-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/17330eng2076-341710.3390/app8030328info: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:RCAAP2023-03-13T13:07:32Zoai:recipp.ipp.pt:10400.22/17330Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:36:55.244558Repositório 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 Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
title Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
spellingShingle Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
Teixeira, Brígida
Decision support systems
Electricity markets
Energy resources management
Multi-agent simulation
Semantic interoperability
Smart grid
title_short Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
title_full Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
title_fullStr Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
title_full_unstemmed Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
title_sort Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
author Teixeira, Brígida
author_facet Teixeira, Brígida
Pinto, Tiago
Silva, Francisco
Santos, Gabriel
Praça, Isabel
Vale, Zita
author_role author
author2 Pinto, Tiago
Silva, Francisco
Santos, Gabriel
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 Teixeira, Brígida
Pinto, Tiago
Silva, Francisco
Santos, Gabriel
Praça, Isabel
Vale, Zita
dc.subject.por.fl_str_mv Decision support systems
Electricity markets
Energy resources management
Multi-agent simulation
Semantic interoperability
Smart grid
topic Decision support systems
Electricity markets
Energy resources management
Multi-agent simulation
Semantic interoperability
Smart grid
description Worldwide electricity markets are undergoing a major restructuring process. One of the main reasons for the ongoing changes is to enable the adaptation of current market models to the new paradigm that arises from the large-scale integration of distributed generation sources. In order to deal with the unpredictability caused by the intermittent nature of the distributed generation and the large number of variables that contribute to the energy sector balance, it is extremely important to use simulation systems that are capable of dealing with the required complexity. This paper presents the Tools Control Center (TOOCC), a framework that allows the interoperability between heterogeneous energy and power simulation systems through the use of ontologies, allowing the simulation of scenarios with a high degree of complexity, through the cooperation of the individual capacities of each system. A case study based on real data is presented in order to demonstrate the interoperability capabilities of TOOCC. The simulation considers the energy management of a microgrid of a real university campus, from the perspective of the network manager and also of its consumers/producers, in a projection for a typical day of the winter of 2050.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01T00:00:00Z
2021-03-09T12:37:05Z
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/10400.22/17330
url http://hdl.handle.net/10400.22/17330
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2076-3417
10.3390/app8030328
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
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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