A battery centralized scheduling strategy for battery swapping of electric vehicles

被引:18
|
作者
Li, Congbo [1 ,2 ]
Wang, Ningbo [1 ,2 ]
Li, Wei [1 ,2 ]
Yi, Qian [1 ,2 ]
Qi, Dongfeng [1 ,2 ]
机构
[1] Chongqing Univ, Coll Mech & Vehicle Engn, Chongqing 400044, Peoples R China
[2] Chongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Electric vehicles; Battery swapping scenario; Charging load; Battery purchase costs; Scheduling strategy; MANAGEMENT; OPTIMIZATION; OPERATION; STATIONS; DEMAND;
D O I
10.1016/j.est.2022.104327
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
Electric vehicles (EVs) have been substantially favored by consumers in recent years. However, long charging time, high battery purchase costs (BPC), and large charging load limit the development of EVs. The battery swapping scenario could solve the above problems well. This paper presents a battery centralized scheduling strategy (BCSS) in the battery swap scenario, which significantly reduces BPC and battery charging peak load (BCPL). Based on the presented BCSS, an optimization model of BPC considering BCPL is established. Then, the genetic algorithm (GA) is used to drive the optimization process and 1000 private battery swaps EVs are employed to simulate the BCSS in the prescribed battery swapping scenario. The optimization results suggest that the BPC of the BCSS is 4.15 million yuan, and the BCPL is 2418 kW. In the same situation, compared with the equal time interval transportation strategy (ETITS) and the equal number of batteries transportation strategy (ENBTS), the BPC of the BCSS is reduced by 24.7% and 9.5%, respectively. In addition, when the number of transportation increases, the battery purchase cost shows a decreasing trend, while BCPL indicates an increasing trend.
引用
收藏
页数:10
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