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dc.contributor.authorLiñán, Matías
dc.contributor.authorGarrido Zafra, Joaquín
dc.contributor.authorGil-de-Castro, Aurora
dc.contributor.authorMoreno-Muñoz, Antonio
dc.date.accessioned2021-09-30T11:03:37Z
dc.date.available2021-09-30T11:03:37Z
dc.date.issued2021
dc.identifier.urihttp://hdl.handle.net/10396/21737
dc.description.abstractIn recent years, interest in home energy management systems (HEMS) has grown significantly, as well as the development of Voice Assistants that substantially increase home comfort. This paper presents a novel merging of HEMS with the Assistant paradigm. The combination of both concepts has allowed the creation of a high-performance and easy-to-manage expert system (ES). It has been developed in a framework that includes, on the one hand, the efficient energy management functionality boosted with an Internet of Things (IoT) platform, where artificial intelligence (AI) and big data treatment are blended, and on the other hand, an assistant that interacts both with the user and with the HEMS itself. The creation of this ES has made it possible to optimize consumption levels, improve security, efficiency, comfort, and user experience, as well as home security (presence simulation or security against intruders), automate processes, optimize resources, and provide relevant information to the user facilitating decision making, all based on a multi-objective optimization (MOP) problem model. This paper presents both the scheme and the results obtained, the synergies generated, and the conclusions that can be drawn after 24 months of operation.es_ES
dc.format.mimetypeapplication/pdfes_ES
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.rightshttps://creativecommons.org/licenses/by/4.0/es_ES
dc.sourceSensors 21(17), 5915 (2021)es_ES
dc.subjectHome energy management systems (HEMS)es_ES
dc.subjectInternet of Things (IoT)es_ES
dc.subjectArtificial intelligence (AI)es_ES
dc.subjectVoice Assistantes_ES
dc.subjectMachine learninges_ES
dc.subjectBig Dataes_ES
dc.titleEnergy Management Expert Assistant, a New Conceptes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.relation.publisherversionhttps://doi.org/10.3390/s21175915es_ES
dc.relation.projectIDGobierno de España. TEC2016-77632-C3-2-Res_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES


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