Renewable Energy Tracking and Optimization in a Hybrid Electric Vehicle Charging Station

被引:19
|
作者
Petrusic, Andrija [1 ]
Janjic, Aleksandar [1 ]
机构
[1] Univ Nis, Fac Elect Engn, Aleksandra Medvedeva 14, Nish 18000, Serbia
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 01期
关键词
electric vehicle charging; multicriteria optimization; battery-scheduling; DESIGN; SYSTEM; MANAGEMENT; OPERATION;
D O I
10.3390/app11010245
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application: The multicriteria methodology for the scheduling of a hybrid EV charging station could be applied to any commercial EV charging station. The driver's preferences about the amount of renewable energy share can be easily implemented in a charging software application. The increasing electric vehicle fleet requires an upgrade and expansion of the available charging infrastructure. The uncontrolled charging cycles greatly affect the electric grid, and for this reason, renewable energy sources and battery storage are getting incorporated into a hybrid charging station solution. Adding a renewable source and a battery to the charging station can help to "buffer" the power required from the grid, thus avoiding peaks and related grid constraints. To date, the origin of the energy coming from the battery has not been traced. In this paper, a solution of the hybrid electric vehicle charging station coupled with the small-scale photovoltaic system and battery energy storage is proposed to eliminate the adverse effects of uncontrolled electric vehicle charging, with the exact calculation of renewable energy share coming from energy stored in the battery. The methodology for the multicriteria optimization of the charging/discharging schedule of a battery and electric vehicle charging level is based on multi-attribute utility theory. The optimization criteria include the minimization of charging costs, maximization of renewable energy (from both the solar plant and the battery), and the minimization of battery degradation. The problem is solved using a genetic algorithm optimization procedure adapted to the multicriteria optimization function. The methodology is tested on an illustrative example, and it is proven that the decision-maker's preferences greatly affects the choice of the optimal strategy and the optimal battery capacity.
引用
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页码:1 / 17
页数:17
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