Optimization Strategy of Electric Vehicles Charging Path Based on "Traffic-Price-Distribution" Mode

被引:7
|
作者
Yang, Wanhao [1 ]
Wang, Hong [2 ]
Wang, Zhijie [1 ]
Fu, Xiaolin [1 ]
Ma, Pengchi [1 ]
Deng, Zhengchen [3 ]
Yang, Zihao [4 ]
机构
[1] Shanghai Dianji Univ, Coll Elect Engn, Shanghai 201306, Peoples R China
[2] Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
[3] Shanghai Univ Elect Power, Coll Elect Engn, Shanghai 200090, Peoples R China
[4] North China Elect Power Univ, Coll Elect & Elect Engn, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
electric vehicles charging navigation system; charging path; road transportation network; distribution network; real-time electricity price; IMPACT;
D O I
10.3390/en13123208
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
According to the current optimization problem of electric vehicle charging path planning, a charging path optimization strategy for electric vehicles is proposed, which is under the "traffic-price-distribution" mode. Moreover, this strategy builds an electric vehicle charging and navigation system on the basis of the road traffic network model, real-time electricity price model and distribution network model. Based on the Dijkstra shortest path algorithm and Monte Carlo time-space prediction method, it gets the optimal charging path navigation with the goal of minimizing the charging cost of electric vehicles. The simulation results in MATLAB and MATPOWER (MATLAB R2018a, MATPOWER3.1b2, PSERC, Cannell University) show that the electric vehicle charging path optimization strategy can solve the local traffic congestion problem better and improve the safety and stability of the distribution network because of the fully considering the convenience of electric vehicle charging.
引用
收藏
页数:26
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