A Decentralized Optimization Method to Track Electric Vehicle Aggregator's Optimal Charging Plan

被引:0
|
作者
Li, Zhengshuo [1 ]
Guo, Qinglai [1 ]
Sun, Hongbin [1 ]
Xin, Shujun [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
关键词
aggregator; decentralized optimization; electric vehicle; tracking problem; POWER-GENERATION; COORDINATION;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Many papers focus on electric vehicle (EV) aggregators' participating in the operation of transmission grid, but the practical interaction of EVs and power grid is implemented through charging every single EV. Therefore, it's necessary to make hundreds or thousands of EVs optimally charge to track an aggregator's optimal charging plan assigned by the power grid. In this paper, this tracking problem is formulated firstly and then a decentralized optimization method is proposed to solve this problem of which the size is usually too large to solve efficiently in a centralized way. The optimality of the method is proved under certain conditions. Case study for a simple scenario and numerical tests with various EV numbers show that the proposed method is not only optimal but also scalable.
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页数:5
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