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

Simple item page
dc.contributor.authorKaczmarczyk, Václavcs
dc.contributor.authorFiedler, Petrcs
dc.contributor.authorBradáč, Zdeněkcs
dc.coverage.issue7cs
dc.coverage.volume10cs
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.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.orcid0000-0001-5055-5619cs
dc.identifier.orcid0000-0001-8558-5164cs
dc.identifier.orcid0000-0002-7698-6959cs
dc.identifier.other137925cs
dc.identifier.researcheridW-7430-2019cs
dc.identifier.researcheridD-8201-2012cs
dc.identifier.scopus8441662100cs
dc.identifier.scopus55907362000cs
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.subjectdemand response
dc.subjectbuilding energy manager
dc.subjectquadratic optimization
dc.subjectthermal model
dc.subjectsmart appliances
dc.titleA Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areasen
dc.title.alternativeA 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.insts2025.10.14 14:08:51en
sync.item.modts2025.10.14 10:23:52en
thesis.grantorVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav automatizace a měřicí technikycs
thesis.grantorVysoké učení technické v Brně. Středoevropský technologický institut VUT. Kybernetika pro materiálové vědycs
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
energies1001049v2.pdf
Size:
1.06 MB
Format:
Adobe Portable Document Format
Description:
energies1001049v2.pdf
Download
Collections
Ústav automatizace a měřicí techniky
Kybernetika pro materiálové vědy