Optimal Scheduling of Domestic Appliances via MILP

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dc.contributor.authorKaczmarczyk, Václavcs
dc.contributor.authorFiedler, Petrcs
dc.contributor.authorBradáč, Zdeněkcs
dc.coverage.issue1cs
dc.coverage.volume8cs
dc.date.issued2015-01-08cs
dc.description.abstractThis paper analyzes a consumption scheduling mechanism for domestic appliances within a home area network. The aim of the proposed scheduling is to minimize the total energy price paid by the consumer and to reduce power peaks in order to achieve a balanced daily load schedule. An exact and computationally efficient mixed-integer linear programming (MILP) formulation of the problem is presented. This model is verified by several problem instances. Realistic scenarios based on the real price tariffs commercially available in the Czech Republic are calculated. The results obtained by solving the optimization problem are compared with a simulation of the ripple control service currently used by many domestic consumers in the Czech Republicen
dc.description.abstractThis paper analyzes a consumption scheduling mechanism for domestic appliances within a home area network. The aim of the proposed scheduling is to minimize the total energy price paid by the consumer and to reduce power peaks in order to achieve a balanced daily load schedule. An exact and computationally efficient mixed-integer linear programming (MILP) formulation of the problem is presented. This model is verified by several problem instances. Realistic scenarios based on the real price tariffs commercially available in the Czech Republic are calculated. The results obtained by solving the optimization problem are compared with a simulation of the ripple control service currently used by many domestic consumers in the Czech Republicen
dc.formattextcs
dc.format.extent217-232cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationEnergies. 2015, vol. 8, issue 1, p. 217-232.en
dc.identifier.doi10.3390/en8010217cs
dc.identifier.issn1996-1073cs
dc.identifier.orcid0000-0001-5055-5619cs
dc.identifier.orcid0000-0001-8558-5164cs
dc.identifier.orcid0000-0002-7698-6959cs
dc.identifier.other113250cs
dc.identifier.researcheridW-7430-2019cs
dc.identifier.researcheridD-8201-2012cs
dc.identifier.scopus8441662100cs
dc.identifier.scopus55907362000cs
dc.identifier.urihttp://hdl.handle.net/11012/38114
dc.language.isoencs
dc.publisherMDPI AGcs
dc.relation.ispartofEnergiescs
dc.relation.urihttp://www.mdpi.com/1996-1073/8/1/217cs
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.subjectoptimal schedulingen
dc.subjectmixed integer linear programming (MILP)en
dc.subjectripple controlen
dc.subjectsmart homeen
dc.subjectsmart applianceen
dc.subjectoptimal scheduling
dc.subjectmixed integer linear programming (MILP)
dc.subjectripple control
dc.subjectsmart home
dc.subjectsmart appliance
dc.titleOptimal Scheduling of Domestic Appliances via MILPen
dc.title.alternativeOptimal Scheduling of Domestic Appliances via MILPen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-113250en
sync.item.dbtypeVAVen
sync.item.insts2025.10.14 14:08:50en
sync.item.modts2025.10.14 10:17:36en
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

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