Constrained Generation Bids in Local Electricity Markets: A Semantic Approach

Detalhes bibliográficos
Autor(a) principal: Santos, Gabriel
Data de Publicação: 2020
Outros Autores: Faria, Pedro, Vale, Zita, Pinto, Tiago, Corchado, Juan M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/18440
Resumo: he worldwide investment in renewable energy sources is leading to the formation of local energy communities in which users can trade electric energy locally. Regulations and the required enablers for effective transactions in this new context are currently being designed. Hence, the development of software tools to support local transactions is still at an early stage and faces the challenge of constant updates to the data models and business rules. The present paper proposes a novel approach for the development of software tools to solve auction-based local electricity markets, considering the special needs of local energy communities. The proposed approach considers constrained bids that can increase the effectiveness of distributed generation use. The proposed method takes advantage of semantic web technologies, in order to provide models with the required dynamism to overcome the issues related to the constant changes in data and business models. Using such techniques allows the system to be agnostic to the data model and business rules. The proposed solution includes the proposed constraints, application ontology, and semantic rule templates. The paper includes a case study based on real data that illustrates the advantages of using the proposed solution in a community with 27 consumers
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spelling Constrained Generation Bids in Local Electricity Markets: A Semantic ApproachConstrained bidLocal energy marketsSemantic rulesSemantic web technologieshe worldwide investment in renewable energy sources is leading to the formation of local energy communities in which users can trade electric energy locally. Regulations and the required enablers for effective transactions in this new context are currently being designed. Hence, the development of software tools to support local transactions is still at an early stage and faces the challenge of constant updates to the data models and business rules. The present paper proposes a novel approach for the development of software tools to solve auction-based local electricity markets, considering the special needs of local energy communities. The proposed approach considers constrained bids that can increase the effectiveness of distributed generation use. The proposed method takes advantage of semantic web technologies, in order to provide models with the required dynamism to overcome the issues related to the constant changes in data and business models. Using such techniques allows the system to be agnostic to the data model and business rules. The proposed solution includes the proposed constraints, application ontology, and semantic rule templates. The paper includes a case study based on real data that illustrates the advantages of using the proposed solution in a community with 27 consumersThis work was supported by the MAS-Society Project co-funded by Portugal 2020 Fundo Europeu de Desenvolvimento Regional (FEDER) through PO CI, and under grant UIDB/00760/2020. Gabriel Santos is supported by national funds through a Fundação para a Ciência e a Tecnologia (FCT) PhD studentship with reference SFRH/BD/118487/2016. Pedro Faria is supported by FCT and FEDER with project CEECIND/02887/2017. Tiago Pinto is supported by FCT and FEDER with project CEECIND/ 01811/2017.MDPIRepositório Científico do Instituto Politécnico do PortoSantos, GabrielFaria, PedroVale, ZitaPinto, TiagoCorchado, Juan M.2021-09-20T14:25:27Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/18440eng10.3390/en13153990info: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:RCAAP2023-03-13T13:09:44Zoai:recipp.ipp.pt:10400.22/18440Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:37:53.439528Repositório 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 Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
title Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
spellingShingle Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
Santos, Gabriel
Constrained bid
Local energy markets
Semantic rules
Semantic web technologies
title_short Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
title_full Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
title_fullStr Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
title_full_unstemmed Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
title_sort Constrained Generation Bids in Local Electricity Markets: A Semantic Approach
author Santos, Gabriel
author_facet Santos, Gabriel
Faria, Pedro
Vale, Zita
Pinto, Tiago
Corchado, Juan M.
author_role author
author2 Faria, Pedro
Vale, Zita
Pinto, Tiago
Corchado, Juan M.
author2_role 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
Faria, Pedro
Vale, Zita
Pinto, Tiago
Corchado, Juan M.
dc.subject.por.fl_str_mv Constrained bid
Local energy markets
Semantic rules
Semantic web technologies
topic Constrained bid
Local energy markets
Semantic rules
Semantic web technologies
description he worldwide investment in renewable energy sources is leading to the formation of local energy communities in which users can trade electric energy locally. Regulations and the required enablers for effective transactions in this new context are currently being designed. Hence, the development of software tools to support local transactions is still at an early stage and faces the challenge of constant updates to the data models and business rules. The present paper proposes a novel approach for the development of software tools to solve auction-based local electricity markets, considering the special needs of local energy communities. The proposed approach considers constrained bids that can increase the effectiveness of distributed generation use. The proposed method takes advantage of semantic web technologies, in order to provide models with the required dynamism to overcome the issues related to the constant changes in data and business models. Using such techniques allows the system to be agnostic to the data model and business rules. The proposed solution includes the proposed constraints, application ontology, and semantic rule templates. The paper includes a case study based on real data that illustrates the advantages of using the proposed solution in a community with 27 consumers
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-01-01T00:00:00Z
2021-09-20T14:25:27Z
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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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/18440
url http://hdl.handle.net/10400.22/18440
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/en13153990
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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