基于碳流追踪的电动汽车充电站定价方法
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TM73

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国家重点研发计划资助项目(2021YFB2401204)


Pricing method for electric vehicle charging stations based on carbon flow tracing
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    摘要:

    为应对虚拟电厂(virtual power plant, VPP)高效整合电动汽车(electric vehicle, EV)这一柔性资源时面临的动态定价机制难题,文中提出一种基于碳流追踪的EV充电站定价方法。 该方法旨在利用节点碳势驱动差异化电价的制定,进而引导EV用户的充电计划,实现电网运行的经济与低碳协同优化。首先,量化EV交通与排队时间成本,采用改进迪杰斯特拉算法优化路网规划;其次,基于最优潮流结果与碳流追踪理论精确计算充电站接入点的节点碳势;最后,创新性地构建基于碳势计算结果的电-碳耦合动态定价机制,并设计分层迭代算法实现电价信号、碳势分布与用户响应的闭环反馈优化。仿真结果表明,文中所提方法在同等收益下可削减碳排放16.7%,在同等碳排放下可提升系统收益30.4%,验证了其在引导用户低碳行为、提升电网经济-环境协同效能方面的有效性。文中所提方法为VPP整合EV资源、实现电网低碳经济运行提供了兼具高效性与可操作性的技术路径。

    Abstract:

    To address the challenge of dynamic pricing mechanisms in the efficient integration of electric vehicles (EVs) in virtual power plants (VPPs), a pricing method for EV charging stations based on carbon flow tracking is proposed. The method is designed to utilize node carbon potential to drive the formulation of differentiated electricity prices, thereby guiding the charging plans of EV users and achieving the economic and low-carbon synergistic optimization of grid operations. Specifically, the process is initiated with the quantification of EV traffic and queueing time costs, followed by the optimization of road network planning through an improved Dijkstra algorithm. Then, based on the optimal power flow results and carbon flow tracking theory, the node carbon potential at the charging station access points is accurately calculated. Subsequently, an innovative electricity-carbon coupled dynamic pricing mechanism is constructed based on the carbon potential calculation results, and a hierarchical iterative algorithm is designed to enable a closed-loop feedback optimization of electricity price signals, carbon potential distribution, and user response. Simulation results demonstrate that the proposed method can reduce carbon emissions by 16.7% at the same level of revenue, and increase system revenue by 30.4% at the same level of carbon emissions, thereby its effectiveness in guiding low-carbon behavior and enhancing the economic-environmental synergy of the grid is confirmed. A technically efficient and operable path for the VPP integration of EV resources and the realization of low-carbon economic operation in the grid is provided by this method.

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赵宇,贺兴,艾芊.基于碳流追踪的电动汽车充电站定价方法[J].电力工程技术,2025,44(6):2-12赵宇,贺兴,艾芊. Pricing method for electric vehicle charging stations based on carbon flow tracing[J]. Electric Power Engineering Technology,2025,44(6):2-12.

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  • 收稿日期:2025-06-17
  • 最后修改日期:2025-09-01
  • 在线发布日期: 2025-12-03
  • 出版日期: 2025-11-28
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