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A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge

2019-04Journal article Open access
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dc.contributor.authorGomes, Luis
dc.contributor.authorSousa, Filipe
dc.contributor.authorPinto, Tiago
dc.contributor.authorVale, Zita
dc.date.accessioned2021-02-04T17:14:03Z
dc.date.available2021-02-04T17:14:03Z
dc.date.issued2019-04
dc.description.abstractSmart 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.pt_PT
dc.description.sponsorshipThe 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/109248/2015.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.3390/en12091647pt_PT
dc.identifier.issn1996-1073
dc.identifier.urihttp://hdl.handle.net/10400.22/16886
dc.language.isoengpt_PT
dc.publisherMDPIpt_PT
dc.relationResearch Group on Intelligent Engineering and Computing for Advanced Innovation and Development
dc.relationuGIM – Gestão inteligente de micro-redes com base num modelo multiagente e na utilização inteligente de programas de gestão ativa de carga
dc.relation.publisherversionhttps://www.mdpi.com/1996-1073/12/9/1647pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/pt_PT
dc.subjectDistributed optimizationpt_PT
dc.subjectEnergy management systempt_PT
dc.subjectShared knowledgept_PT
dc.subjectSmart plugspt_PT
dc.titleA Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledgept_PT
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleResearch Group on Intelligent Engineering and Computing for Advanced Innovation and Development
oaire.awardTitleuGIM – Gestão inteligente de micro-redes com base num modelo multiagente e na utilização inteligente de programas de gestão ativa de carga
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FEEA%2F00760%2F2019/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT//SFRH%2FBD%2F109248%2F2015/PT
oaire.citation.issue9pt_PT
oaire.citation.startPage1647pt_PT
oaire.citation.titleEnergiespt_PT
oaire.citation.volume12pt_PT
oaire.fundingStream6817 - DCRRNI ID
person.familyNameSousa
person.familyNamePinto
person.familyNameVale
person.givenNameFilipe
person.givenNameTiago
person.givenNameZita
person.identifierR-000-T7J
person.identifier632184
person.identifier.ciencia-id6F19-CB63-C8A8
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person.identifier.orcid0000-0002-8597-3383
person.identifier.orcid0000-0001-6224-5335
person.identifier.orcid0000-0001-8248-080X
person.identifier.orcid0000-0002-4560-9544
person.identifier.ridT-2245-2018
person.identifier.ridA-5824-2012
person.identifier.scopus-author-id57195277636
person.identifier.scopus-author-id35219107600
person.identifier.scopus-author-id7004115775
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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