Multimicrogrid Load Balancing Through EV Charging Networks

被引:57
作者
Chen, Xi [1 ]
Wang, Haihui [2 ]
Wu, Fan [2 ]
Wu, Yujie [3 ]
Gonzalez, Marta C. [4 ,5 ]
Zhang, Junshan [6 ]
机构
[1] GEIRI North Amer, San Jose, CA 95134 USA
[2] Beijing Univ Posts & Telecommun, Sch Elect Engn, Beijing 100876, Peoples R China
[3] Washington Univ, Dept Math & Stat, St Louis, MO 63130 USA
[4] Univ Calif Berkeley, Dept City & Reg Planning, Berkeley, CA 94720 USA
[5] Univ Calif Berkeley, Dept Civil & Environm Engn, Berkeley, CA 94720 USA
[6] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85287 USA
关键词
Electric vehicle charging; Microgrids; Charging stations; Load modeling; Transportation; Power systems; Scheduling; Demand response (DR); electric vehicle (EV); EV charging network; power distribution grid; smart grid; DEMAND-SIDE MANAGEMENT; ELECTRIC VEHICLES; GAME APPROACH; ENERGY; POWER; TECHNOLOGY; MICROGRIDS;
D O I
10.1109/JIOT.2021.3108698
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Energy demand and supply vary from area to area, where an unbalanced load may occur and endanger the system security constraints and cause significant differences in the locational marginal price (LMP) in the power system. With the increasing proportion of local renewable energy (RE) sources in microgrids that are connected to the power grid and the growing number of electric vehicle (EV) charging loads, the imbalance will be further magnified. In this article, we first model the EV charging network as a cyber-physical system (CPS) that is coupled with both the transportation networks and the smart grids. Then, we propose an EV charging station recommendation algorithm. With a proper charging scheduling algorithm deployed, the synergy between the transportation network and the smart grid can be created. The EV charging activity will no longer be a burden for power grids, but a load-balancing tool that can transfer energy between the unbalanced distribution grids. The proposed system model is validated via simulations. The results show that the proposed algorithms can optimize the EV charging behaviors, reduce charging costs, and effectively balance the regional load profiles of the grids.
引用
收藏
页码:5019 / 5026
页数:8
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