考虑路网耦合下的低温电动汽车充电站规划
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TM910.6;U491.8

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河北省自然科学基金资助项目(F2024502008)


Low-temperature electric vehicle charging stations planning under the consideration of road network coupling
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    摘要:

    为提高电动汽车充电站在低温环境下的适应性,并缓解配电网和路网压力,文中提出一种针对低温地区的充电站规划模型。基于动力电池的衰减机理,建立低温下电动汽车电池容量和能耗模型,以更准确地模拟电动汽车行驶状态。结合电动汽车在低温下的行驶、充电及用户决策特性,采用蒙特卡洛抽样方法模拟不同类型车辆充电需求的时空分布。进一步,采用混合制排队论,考虑低温对充电效率的影响,引入均衡函数以实现社会成本最小化,从而确定充电站的最优选址和容量配置方案。仿真分析表明,所提模型能够基于低温地区特点,综合权衡路网、配电网和用户利益,合理规划低温地区电动汽车充电站布局,从而提高充电服务满意度,降低低温环境下整体成本,增强所提模型在实际应用的可行性。

    Abstract:

    To enhance the adaptability of electric vehicle charging stations in low-temperature environments and alleviate pressure on distribution and road networks, a charging station planning model for low-temperature regions is proposed. A model for battery capacity and energy consumption under low temperatures is established based on the degradation mechanism of power batteries, allowing for more accurate simulation of driving conditions. By considering the driving, charging, and user decision characteristics of electric vehicles in low-temperature, a Monte Carlo sampling method is used to simulate the spatio-temporal distribution of charging demand for different vehicle types in low-temperature. A hybrid queuing theory is adopted to account for the impact of low-temperatures on charging efficiency, and a weighting function is introduced to minimize social costs, leading to optimal charging station location and capacity configurations. Simulation results demonstrate that the proposed model effectively balances the interests of road networks, distribution networks, and users based on the characteristics of low-temperature regions. It enables reasonable planning of electric vehicle charging stations in low-temperature regions, improving charging service satisfaction, reducing overall costs in cold environments, and enhancing the model's feasibility for practical application.

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杨锡运,朱江,赵泽宇,张启亮.考虑路网耦合下的低温电动汽车充电站规划[J].电力工程技术,2025,44(6):62-72. YANG Xiyun, ZHU Jiang, ZHAO Zeyu, ZHANG Qiliang. Low-temperature electric vehicle charging stations planning under the consideration of road network coupling[J]. Electric Power Engineering Technology,2025,44(6):62-72.

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历史
  • 收稿日期:2025-06-10
  • 最后修改日期:2025-08-26
  • 在线发布日期: 2025-12-03
  • 出版日期: 2025-11-28
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