articleIEEE Transactions on Power SystemsMay 1, 2013GREEN OA

Optimal decentralized protocol for electric vehicle charging

California Institute of Technology

Indexed incrossref

Abstract

We propose a decentralized algorithm to optimally schedule electric vehicle (EV) charging. The algorithm exploits the elasticity of electric vehicle loads to fill the valleys in electric load profiles. We first formulate the EV charging scheduling problem as an optimal control problem, whose objective is to impose a generalized notion of valley-filling, and study properties of optimal charging profiles. We then give a decentralized algorithm to iteratively solve the optimal control problem. In each iteration, EVs update their charging profiles according to the control signal broadcast by the utility company, and the utility company alters the control signal to guide their updates. The algorithm converges to…

Citation impact

986
total citations
FWCI
70.79
Percentile
100%
References
16
Citations per year

Authors

3

Topics & keywords

Keywords
  • Computer science
  • Computation
  • Scheduling (production processes)
  • Schedule
  • Mathematical optimization
  • Electric vehicle
  • Optimal control
  • Exploit
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