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  • 标题:A Distributed Control Algorithm for Optimal Charging of Electric Vehicle Fleets with Congestion Management
  • 本地全文:下载
  • 作者:Raffaele Carli ; Mariagrazia Dotoli
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:9
  • 页码:373-378
  • DOI:10.1016/j.ifacol.2018.07.061
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper proposes a novel distributed control strategy for the optimal charging of a fleet of Electric Vehicles (EVs) in case of limited overall capacity of the electrical distribution network. The optimal charging is obtained as the solution of a scheduling problem aiming at a cost-optimal profile of the aggregated energy demand. The resulting optimization problem is formulated as a quadratic programming problem with a coupling of decision variables both in the objective function and in the constraint. We assume a minimal information structure, where users locally communicate only with their neighbors, without relying on a central decision maker. The solution approach relies on an iterative distributed algorithm based on duality, proximity, and consensus theory. A simulated case study demonstrates that the approach allows achieving the global optimum.
  • 关键词:KeywordsElectric VehiclesScheduling algorithmsLarge scale optimization problemsDecentralizedDistributed Control
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