Please use this identifier to cite or link to this item: http://hdl.handle.net/10125/59804

Heterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach

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Title:Heterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach
Authors:Valogianni, Konstantina
Ketter, Wolfgang
Collins, John
Adomavicius, Gediminas
Keywords:Monitoring, Control and Protection
Electric Energy Systems
EV charging coordination, grid stability, heterogeneous customers, variable-rate pricing
Date Issued:08 Jan 2019
Abstract:We 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.
Pages/Duration:10 pages
URI:http://hdl.handle.net/10125/59804
ISBN:978-0-9981331-2-6
DOI:10.24251/HICSS.2019.444
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections: Monitoring, Control and Protection


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