Cooperative Game-theoretic Approach to Load Balancing in Smart Grids with Community Energy Storage

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorRajasekharan, Jayaprakash
dc.contributor.authorKoivunen, Visa
dc.contributor.departmentSignaalinkäsittelyn ja akustiikan laitosfi
dc.contributor.departmentDepartment of Signal Processing and Acousticsen
dc.contributor.schoolSähkötekniikan korkeakoulufi
dc.contributor.schoolSchool of Electrical Engineeringen
dc.date.accessioned2015-07-10T09:00:53Z
dc.date.available2015-07-10T09:00:53Z
dc.date.issued2015
dc.description.abstractIn this paper, we propose a model for households to share energy from community energy storage (CES) such that both households and utility company benefit from CES. In addition to providing a range of ancillary grid services, CES can also be used for demand side management, to shave peaks and fill valleys in system load. We introduce a method stemming from consumer theory and cooperative game theory that uses CES to balance the load of an entire locality and manage household energy allocations respectively. Load balancing is derived as a geometric programming problem. Each household’s contribution to overall non-uniformity of the load profile is modeled using a characteristic function and Shapley values are used to allocate the amount and price of surplus energy stored in CES. The proposed method is able to perfectly balance the load while also making sure that each household is guaranteed a reduction in energy costs.en
dc.description.versionPeer revieweden
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRajasekharan, Jayaprakash & Koivunen, Visa. 2015. Cooperative Game-theoretic Approach to Load Balancing in Smart Grids with Community Energy Storage. European Signal Processing Conference.en
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/17193
dc.identifier.urnURN:NBN:fi:aalto-201506133189
dc.language.isoenen
dc.publisherIEEEen
dc.publisherIEEEfi
dc.relation.ispartofEuropean Signal Processing Conferenceen
dc.rights© 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en
dc.subject.keyworddemand side managementen
dc.subject.keywordcommunity energy storageen
dc.subject.keywordload balancingen
dc.subject.keywordcooperative game theoryen
dc.subject.keywordsmart griden
dc.subject.otherElectrical engineeringen
dc.subject.otherEnergyen
dc.titleCooperative Game-theoretic Approach to Load Balancing in Smart Grids with Community Energy Storageen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.dcmitypetexten
dc.type.versionPost printen

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