A Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areas

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dc.contributor.authorKaczmarczyk, Václavcs
dc.contributor.authorFiedler, Petrcs
dc.contributor.authorBradáč, Zdeněkcs
dc.coverage.issue7cs
dc.coverage.volume10cs
dc.date.accessioned2022-12-15T00:15:03Z
dc.date.available2022-12-15T00:15:03Z
dc.date.issued2017-07-20cs
dc.description.abstractWe present the conceptual design of a collective control scheme for appliances within a smart home. Based on the relevant energy acquisition procedures, three appliance groups are defined, modeled, and completed with an energy storage as well as a generator using renewable sources. At the following stage, a mixed quadratic optimization problem is presented, with the solution consisting in a time plan to regulate the operation of the individual devices. Importantly, the paper also proposes a heuristic algorithm securing consistent functionality of the computational process even despite the varying input and user conditions given in the receding horizon.en
dc.formattextcs
dc.format.extent1-28cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationENERGIES. 2017, vol. 10, issue 7, p. 1-28.en
dc.identifier.doi10.3390/en10071049cs
dc.identifier.issn1996-1073cs
dc.identifier.other137925cs
dc.identifier.urihttp://hdl.handle.net/11012/69246
dc.language.isoencs
dc.publisherMDPIcs
dc.relation.ispartofENERGIEScs
dc.relation.urihttps://www.mdpi.com/1996-1073/10/7/1049cs
dc.rightsCreative Commons Attribution 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/1996-1073/cs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/cs
dc.subjectdemand responseen
dc.subjectbuilding energy manageren
dc.subjectquadratic optimizationen
dc.subjectthermal modelen
dc.subjectsmart appliancesen
dc.titleA Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areasen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-137925en
sync.item.dbtypeVAVen
sync.item.insts2022.12.19 00:56:38en
sync.item.modts2022.12.19 00:16:54en
thesis.grantorVysoké učení technické v Brně. Středoevropský technologický institut VUT. Kybernetika pro materiálové vědycs
thesis.grantorVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav automatizace a měřicí technikycs
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