Modeling Collaborative Behaviors in Energy Ecosystems
Autor(a) principal: | |
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Data de Publicação: | 2023 |
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/10362/151542 |
Resumo: | © 2023 by the authors. Licensee MDPI, Basel, Switzerland |
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Modeling Collaborative Behaviors in Energy EcosystemsSDG 7 - Affordable and Clean EnergySDG 11 - Sustainable Cities and CommunitiesSDG 16 - Peace, Justice and Strong InstitutionsSDG 17 - Partnerships for the Goals© 2023 by the authors. Licensee MDPI, Basel, SwitzerlandThe notions of a collaborative virtual power plant ecosystem (CVPP-E) and a cognitive household digital twin (CHDT) have been proposed as contributions to the efficient organization and management of households within renewable energy communities (RECs). CHDTs can be modeled as software agents that are designed to possess some cognitive capabilities, enabling them to make autonomous decisions on behalf of their human owners based on the value system of their physical twin. Due to their cognitive and decision-making capabilities, these agents can exhibit some behavioral attributes, such as engaging in diverse collaborative actions aimed at achieving some common goals. These behavioral attributes can be directed to the promotion of sustainable energy consumption in the ecosystem. Along this line, this work demonstrates various collaborative practices that include: (1) collaborative roles played by the CVPP manager such as (a) opportunity seeking and goal formulation, (b) goal proposition/invitation to form a coalition or virtual organization, and (c) formation and dissolution of coalitions; and (2) collaborative roles played by CHDTs which include (a) acceptance or decline of an invitation based on (i) delegation/non-delegation and (ii) value system compatibility/non-compatibility, and (b) the sharing of common resources. This study adopts a simulation technique that involves the integration of multiple simulation methods such as system dynamics, agent-based, and discrete event simulation techniques in a single simulation environment. The outcome of this study confirms the potential of adding cognitive capabilities to CHDTs and further shows that these agents could exhibit certain collaborative attributes, enabling them to become suitable as rational decision-making agents in households.DEE - Departamento de Engenharia Electrotécnica e de ComputadoresUNINOVA-Instituto de Desenvolvimento de Novas TecnologiasCTS - Centro de Tecnologia e SistemasDEE2010-C2 Robótica e Manufactura Integrada por ComputadorRUNAdu-Kankam, Kankam OkatakyieCamarinha-Matos, Luís Manuel2023-04-03T22:14:49Z2023-02-132023-02-13T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article38application/pdfhttp://hdl.handle.net/10362/151542eng2073-431XPURE: 57157390https://doi.org/10.3390/computers12020039info: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:RCAAP2024-03-11T05:33:58Zoai:run.unl.pt:10362/151542Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:54:37.573282Repositório 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 |
Modeling Collaborative Behaviors in Energy Ecosystems |
title |
Modeling Collaborative Behaviors in Energy Ecosystems |
spellingShingle |
Modeling Collaborative Behaviors in Energy Ecosystems Adu-Kankam, Kankam Okatakyie SDG 7 - Affordable and Clean Energy SDG 11 - Sustainable Cities and Communities SDG 16 - Peace, Justice and Strong Institutions SDG 17 - Partnerships for the Goals |
title_short |
Modeling Collaborative Behaviors in Energy Ecosystems |
title_full |
Modeling Collaborative Behaviors in Energy Ecosystems |
title_fullStr |
Modeling Collaborative Behaviors in Energy Ecosystems |
title_full_unstemmed |
Modeling Collaborative Behaviors in Energy Ecosystems |
title_sort |
Modeling Collaborative Behaviors in Energy Ecosystems |
author |
Adu-Kankam, Kankam Okatakyie |
author_facet |
Adu-Kankam, Kankam Okatakyie Camarinha-Matos, Luís Manuel |
author_role |
author |
author2 |
Camarinha-Matos, Luís Manuel |
author2_role |
author |
dc.contributor.none.fl_str_mv |
DEE - Departamento de Engenharia Electrotécnica e de Computadores UNINOVA-Instituto de Desenvolvimento de Novas Tecnologias CTS - Centro de Tecnologia e Sistemas DEE2010-C2 Robótica e Manufactura Integrada por Computador RUN |
dc.contributor.author.fl_str_mv |
Adu-Kankam, Kankam Okatakyie Camarinha-Matos, Luís Manuel |
dc.subject.por.fl_str_mv |
SDG 7 - Affordable and Clean Energy SDG 11 - Sustainable Cities and Communities SDG 16 - Peace, Justice and Strong Institutions SDG 17 - Partnerships for the Goals |
topic |
SDG 7 - Affordable and Clean Energy SDG 11 - Sustainable Cities and Communities SDG 16 - Peace, Justice and Strong Institutions SDG 17 - Partnerships for the Goals |
description |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-04-03T22:14:49Z 2023-02-13 2023-02-13T00:00:00Z |
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/10362/151542 |
url |
http://hdl.handle.net/10362/151542 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
2073-431X PURE: 57157390 https://doi.org/10.3390/computers12020039 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
38 application/pdf |
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 |
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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1799138134668083200 |