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An Intelligent Smart Plug with Shared Knowledge Capabilities

2018Journal article Open access
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dc.contributor.authorGomes, Luis
dc.contributor.authorSousa, Filipe
dc.contributor.authorVale, Zita
dc.date.accessioned2021-02-24T10:56:27Z
dc.date.available2021-02-24T10:56:27Z
dc.date.issued2018
dc.description.abstractThe massive dissemination of smart devices in current markets provides innovative technologies that can be used in energy management systems. Particularly, smart plugs enable efficient remote monitoring and control capabilities of electrical resources at a low cost. However, smart plugs, besides their enabling capabilities, are not able to acquire and communicate information regarding the resource's context. This paper proposes the EnAPlug, a new environmental awareness smart plug with knowledge capabilities concerning the context of where and how users utilize a controllable resource. This paper will focus on the abilities to learn and to share knowledge between different EnAPlugs. The EnAPlug is tested in two different case studies where user habits and consumption profiles are learned. A case study for distributed resource optimization is also shown, where a central heater is optimized according to the shared knowledge of five EnAPlugs.pt_PT
dc.description.sponsorshipThis work has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No. 641794 (project DREAM-GO) and from FEDER Funds through COMPETE program and from National Funds through FCT under the project UID/EEA/00760/2013 and SFRH/BD/109248/2015.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.3390/s18113961pt_PT
dc.identifier.issn1424-8220
dc.identifier.urihttp://hdl.handle.net/10400.22/17104
dc.language.isoengpt_PT
dc.publisherMDPIpt_PT
dc.relationuGIM – Gestão inteligente de micro-redes com base num modelo multiagente e na utilização inteligente de programas de gestão ativa de carga
dc.relationEnabling Demand Response for short and real-time Efficient And Market Based smart Grid Operation - An intelligent and real-time simulation approach
dc.relation.publisherversionhttps://www.mdpi.com/1424-8220/18/11/3961pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by-sa/4.0/pt_PT
dc.subjectConsumption forecastpt_PT
dc.subjectDistributed optimizationpt_PT
dc.subjectShared knowledgept_PT
dc.subjectSmart plugspt_PT
dc.subjectUser interaction forecastspt_PT
dc.titleAn Intelligent Smart Plug with Shared Knowledge Capabilitiespt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleuGIM – Gestão inteligente de micro-redes com base num modelo multiagente e na utilização inteligente de programas de gestão ativa de carga
oaire.awardTitleEnabling Demand Response for short and real-time Efficient And Market Based smart Grid Operation - An intelligent and real-time simulation approach
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876/UID%2FEEA%2F00760%2F2013/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT//SFRH%2FBD%2F109248%2F2015/PT
oaire.awardURIinfo:eu-repo/grantAgreement/EC/H2020/641794/EU
oaire.citation.issue11pt_PT
oaire.citation.startPage3961pt_PT
oaire.citation.titleSensorspt_PT
oaire.citation.volume18pt_PT
oaire.fundingStream5876
oaire.fundingStreamH2020
person.familyNameSousa
person.familyNameVale
person.givenNameFilipe
person.givenNameZita
person.identifier632184
person.identifier.ciencia-id6F19-CB63-C8A8
person.identifier.ciencia-idB018-5163-B1F0
person.identifier.ciencia-id721B-B0EB-7141
person.identifier.orcid0000-0002-8597-3383
person.identifier.orcid0000-0001-6224-5335
person.identifier.orcid0000-0002-4560-9544
person.identifier.ridA-5824-2012
person.identifier.scopus-author-id57195277636
person.identifier.scopus-author-id7004115775
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100008530
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameEuropean Commission
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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