Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
Autor(a) principal: | |
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Data de Publicação: | 2018 |
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/10400.22/17330 |
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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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 |
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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 |
reponame_str |
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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1817554521959694336 |