ADMM-based Distributed Electric Vehicle Charging Optimization Algorithm

Qiutong Ji, Yuezu Lv, Zhongyuan Zhao
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Abstract

As an increasing number of electric vehicles, the coordinated charging algorithms attract significant attention to reduce the operational costs and facilitate the scalability. This paper derives a distributed electric vehicle charging algorithm based on the alternating direction method of multipliers framework. Taking the total operational cost of electric vehicles as well as battery cell constraints into consideration, optimal charging currents of electric vehicles are obtained without central coordinators. The numerical simulation is conducted to demonstrate the effectiveness of the proposed distributed optimal charging strategy.
基于admm的分布式电动车充电优化算法
随着电动汽车数量的不断增加,协调充电算法以降低运行成本和便于可扩展性而备受关注。本文提出了一种基于乘法器框架交替方向法的分布式电动汽车充电算法。考虑电动汽车的总运行成本和电池单元约束,在没有中央协调器的情况下,得到了电动汽车的最优充电电流。通过数值仿真验证了所提出的分布式最优充电策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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