A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge
Autor(a) principal: | |
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Data de Publicação: | 2019 |
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/10400.22/14925 |
Resumo: | Smart home devices currently available on the market can be used for remote monitoring and control. Energy management systems can take advantage of this and deploy solutions that can be implemented in our homes. One of the big enablers is smart plugs that allow the control of electrical resources while providing a retrofitting solution, hence avoiding the need for replacing the electrical devices. However, current so-called smart plugs lack the ability to understand the environment they are in, or the electrical appliance/resource they are controlling. This paper applies environment awareness smart plugs (EnAPlugs) able to provide enough data for energy management systems or act on its own, via a multi-agent approach. A case study is presented, which shows the application of the proposed approach in a house where 17 EnAPlugs are deployed. Results show the ability to shared knowledge and perform individual resource optimizations. This paper evidences that by integrating artificial intelligence on devices, energy advantages can be observed and used in favor of users, providing comfort and savings. |
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A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared KnowledgeDistributed optimizationEnergy management systemShared knowledgeSmart plugsSmart home devices currently available on the market can be used for remote monitoring and control. Energy management systems can take advantage of this and deploy solutions that can be implemented in our homes. One of the big enablers is smart plugs that allow the control of electrical resources while providing a retrofitting solution, hence avoiding the need for replacing the electrical devices. However, current so-called smart plugs lack the ability to understand the environment they are in, or the electrical appliance/resource they are controlling. This paper applies environment awareness smart plugs (EnAPlugs) able to provide enough data for energy management systems or act on its own, via a multi-agent approach. A case study is presented, which shows the application of the proposed approach in a house where 17 EnAPlugs are deployed. Results show the ability to shared knowledge and perform individual resource optimizations. This paper evidences that by integrating artificial intelligence on devices, energy advantages can be observed and used in favor of users, providing comfort and savings.The present work has been developed under Project SIMOCE (ANI|P2020 17690), and has received funding from FEDER Funds through COMPETE program and from National Funds through FCT under the project UID/EEA/00760/2019 and SFRH/BD/109248/2015MDPIRepositório Científico do Instituto Politécnico do PortoGomes, LuisSousa, FilipePinto, TiagoVale, Zita2019-11-22T13:36:54Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/14925eng1996-107310.3390/en12091647info: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:RCAAP2023-03-13T12:58:34Zoai:recipp.ipp.pt:10400.22/14925Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:34:43.797043Repositório 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 |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
title |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
spellingShingle |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge Gomes, Luis Distributed optimization Energy management system Shared knowledge Smart plugs |
title_short |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
title_full |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
title_fullStr |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
title_full_unstemmed |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
title_sort |
A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge |
author |
Gomes, Luis |
author_facet |
Gomes, Luis Sousa, Filipe Pinto, Tiago Vale, Zita |
author_role |
author |
author2 |
Sousa, Filipe Pinto, Tiago Vale, Zita |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Politécnico do Porto |
dc.contributor.author.fl_str_mv |
Gomes, Luis Sousa, Filipe Pinto, Tiago Vale, Zita |
dc.subject.por.fl_str_mv |
Distributed optimization Energy management system Shared knowledge Smart plugs |
topic |
Distributed optimization Energy management system Shared knowledge Smart plugs |
description |
Smart home devices currently available on the market can be used for remote monitoring and control. Energy management systems can take advantage of this and deploy solutions that can be implemented in our homes. One of the big enablers is smart plugs that allow the control of electrical resources while providing a retrofitting solution, hence avoiding the need for replacing the electrical devices. However, current so-called smart plugs lack the ability to understand the environment they are in, or the electrical appliance/resource they are controlling. This paper applies environment awareness smart plugs (EnAPlugs) able to provide enough data for energy management systems or act on its own, via a multi-agent approach. A case study is presented, which shows the application of the proposed approach in a house where 17 EnAPlugs are deployed. Results show the ability to shared knowledge and perform individual resource optimizations. This paper evidences that by integrating artificial intelligence on devices, energy advantages can be observed and used in favor of users, providing comfort and savings. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019-11-22T13:36:54Z 2019 2019-01-01T00:00:00Z |
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/10400.22/14925 |
url |
http://hdl.handle.net/10400.22/14925 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
1996-1073 10.3390/en12091647 |
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 |
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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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