Publication:
Heterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach

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dc.conference.date2019
dc.conference.placeHawaii
dc.conference.title52nd Hawaii International Conference on System Sciences
dc.contributor.authorValogianni, Konstantina
dc.contributor.authorKetter, Wolfgang
dc.contributor.authorCollins, John
dc.contributor.authorAdomavicius, Gediminas
dc.contributor.rorhttps://ror.org/02jjdwm75
dc.date.accessioned2024-11-08T15:09:47Z
dc.date.available2024-11-08T15:09:47Z
dc.date.issued2019-01-08
dc.description.abstractWe present a coordination mechanism that reduces peak demand coming from EV charging, supports grid stability and environmental sustainability. The proposed mechanism accounts for individual commuting preferences, as well as desired states of charge by certain deadlines, which can serve as a proxy for range anxiety. It can shape EV charging toward a desired profile, without violating individual preferences. Our mechanism mitigates herding, which is typical in populations where all agents receive the same price signals and make similar charging decisions. Furthermore, it assumes no prior knowledge about EV customers and therefore learns preferences and reactions to prices dynamically. We show through simulations that our mechanism induces a less volatile demand and lower peaks compared to currently used benchmarks.
dc.description.peerreviewedno
dc.description.statusPublished
dc.formatapplication/pdf
dc.identifier.citationValogianni, K., Ketter, W., Collins, J., & Adomavicius, G. (2019). Heterogeneous electric vehicle charging coordination: A variable charging speed approach. 10.24251/HICSS.2019.444
dc.identifier.doihttp://doi.org/10.24251/HICSS.2019.444
dc.identifier.urihttps://hdl.handle.net/20.500.14417/3328
dc.language.isoen
dc.page.total11
dc.relation.departmentInformation Systems & Technology
dc.relation.entityIE University
dc.relation.schoolIE Business School
dc.rightsAttribution-NoDerivatives 4.0 International
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.subject.keywordElectric vehicles
dc.titleHeterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.version.typeinfo:eu-repo/semantics/acceptedVersion
dspace.entity.typePublication
relation.isAuthorOfPublication176a05d2-7442-4e6e-a6da-dcf2f9063787
relation.isAuthorOfPublication.latestForDiscovery176a05d2-7442-4e6e-a6da-dcf2f9063787
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