Shaping aggregated load profiles based on optimized local scheduling of home appliances

dc.accessRightsAnonymous
dc.audienceScience
dc.contributor.authorHunziker, Christoph
dc.contributor.authorSchulz, Nicola
dc.contributor.authorWache, Holger
dc.date.accessioned2019-08-19T08:01:52Z
dc.date.available2019-08-19T08:01:52Z
dc.date.issued2018-02-01
dc.description.abstractWe present a new method to control an aggregated electric load profile by exploiting the flexibilities provided by residential homes. The method is based on a common energy price combined with inclining block rates, broadcasted to all households allowing them to minimize their energy provisioning cost. The distributed home energy management systems receive the price signal and use mixed integer linear programming for optimal scheduling of load, storage, and generation devices. The method provides excellent scalability as well as autonomy for home owners and avoids load synchronization effects. As proof of concept, an optimization algorithm for determining a day-ahead price is applied in two case studies. An excellent conformance between a given reference load profile and the resulting aggregated load profile of all households is demonstrated.
dc.identifier.doihttps://doi.org/10.1007/s00450-017-0347-6
dc.identifier.issn1865-2034
dc.identifier.issn1865-2042
dc.identifier.urihttp://hdl.handle.net/11654/27851
dc.identifier.urihttp://dx.doi.org/10.26041/fhnw-1771
dc.issue1-2
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofComputer Science - Research and Developmenten_US
dc.subjectHEMS
dc.subjectReal-time price
dc.subjectInclining block rates
dc.subjectDemand response
dc.subjectDistributed load management
dc.subjectMILP
dc.subject.ddc004 - Computer Wissenschaften, Internetde
dc.subject.ddc620 - Ingenieurwissenschaften und Maschinenbaude
dc.titleShaping aggregated load profiles based on optimized local scheduling of home appliances
dc.type01A - Beitrag in wissenschaftlicher Zeitschrift
dc.volume33
dspace.entity.typePublication
fhnw.InventedHereYes
fhnw.IsStudentsWorkno
fhnw.PublishedSwitzerlandYes
fhnw.ReviewTypeAnonymous ex ante peer review of a complete publication
fhnw.affiliation.hochschuleHochschule für Wirtschaftde_CH
fhnw.affiliation.institutInstitut für Wirtschaftsinformatikde_CH
fhnw.pagination61-70
fhnw.publicationOnlineJa
fhnw.publicationStatePublished
relation.isAuthorOfPublicationc238653b-cd0f-4011-ac87-e5d9e0c07029
relation.isAuthorOfPublication57ae067a-d8ed-4d43-8c98-e3480b2b5c75
relation.isAuthorOfPublication9a5348f4-47b3-437d-a1f9-7cf66011e883
relation.isAuthorOfPublication.latestForDiscovery9a5348f4-47b3-437d-a1f9-7cf66011e883
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