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Content Provider | IEEE Xplore Digital Library |
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Author | Vaya, Marina Gonzalez Grammatico, Sergio Andersson, Goran Lygeros, John |
Copyright Year | 2015 |
Description | Author affiliation: Automatic Control Laboratory, ETH Zurich, Switzerland (Lygeros, John) || Power Systems Laboratory, ETH Zurich, Switzerland (Vaya, Marina Gonzalez; Grammatico, Sergio; Andersson, Goran) |
Abstract | We consider the problem of optimally scheduling the flexible electricity demand of a fleet of plug-in electric vehicles (PEVs). More specifically, we analyze the solutions of the following charging optimization problems: a) the welfare-optimal problem, where the overall system cost is minimized; b) the fleet-optimal problem, where the charging cost of the fleet as a whole is minimized by a central agent, that is the PEV aggregator; c) the selfish-optimal problem, where the noncooperative PEVs aim at minimizing their individual charging cost. For a homogenous PEV fleet and a simplified problem setup, we show that the solutions of the three different approaches correspond to different valley-filling results. A main insight is that, as the population of PEVs grows, the selfish-optimal solution converges to the welfare-optimal solution. On the other hand, we show that the centralized fleet-optimal solution of the PEV aggregation can be recovered via decentralized selfish-optimal solutions with respect to an appropriate price signal as the population size grows. Finally, we demonstrate our technical results on a realistic PEV fleet case study. |
Starting Page | 6542 |
Ending Page | 6547 |
File Size | 187360 |
Page Count | 6 |
File Format | |
e-ISBN | 9781479978861 |
DOI | 10.1109/CDC.2015.7403250 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2015-12-15 |
Publisher Place | Japan |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Schedules Cost function Sociology Statistics Vehicles Convergence |
Content Type | Text |
Resource Type | Article |
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