A Distributed Control Algorithm for Optimal Charging of Electric Vehicle Fleets with Congestion Management

被引:34
作者
Carli, Raffaele [1 ]
Dotoli, Mariagrazia [1 ]
机构
[1] Polytech Bari, Dept Elect & Informat Engn, Bari, Italy
来源
IFAC PAPERSONLINE | 2018年 / 51卷 / 09期
关键词
Electric Vehicles; Scheduling algorithms; Large scale optimization problems; Decentralized and Distributed Control; CONSTRAINTS;
D O I
10.1016/j.ifacol.2018.07.061
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This 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. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:373 / 378
页数:6
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