交通电力耦合网络的协同规划与运行优化 ——现状、问题与展望
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东北大学秦皇岛分校

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U469.72

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国家自然科学基金项目(面上项目,重点项目,重大项目)


Coordinated planning and operational optimization of the transportation and power coupled network ——current status, issues, and prospects
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The National Natural Science Foundation of China (General Program, Key Program, Major Research Plan)

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    摘要:

    随着电动汽车的规模化发展,交通网络与电力网络借助充换电网络实现了深度耦合,而二者的协同规划与运行优化是保障城市能源安全、提升交通效率的关键所在。由于两网独立规划造成的资源浪费、无序充放电引发的电网负荷波动,以及动态耦合背景下的多主体协同难题,均对耦合网络整体效能产生了制约。本文对交通电力耦合网络的研究现状进行了系统梳理:在协同规划方面,从充电站选址与规模优化、充电站与配电系统联合规划、可再生能源分布式充电站部署这三个维度,归纳了现有方法的技术路径与适用场景;在运行优化方面,先分别从交通网络和电力网络构建其基础模型,再依据两网耦合关系的强弱,分别建立耦合网络的协同运行优化模型,并剖析不同耦合强度下的优化目标与求解算法。最后,总结了当前研究存在的问题:其一,忽略了两网动态双向耦合;其二,忽视了多时间尺度耦合特性;其三,对新质交通要素的建模存在不足。针对上述问题,提出了未来的研究方向。

    Abstract:

    With the large scale development of electric vehicles, the transportation network and the power network have achieved a deep coupling via the charging and battery - swapping network. The collaborative planning and operation optimization of these two networks are crucial for ensuring urban energy security and enhancing transportation efficiency. However, the waste of resources resulting from independent planning of the two networks, the grid load fluctuations caused by disorderly charging and discharging, and the multi - agent collaboration problem in the context of dynamic coupling all impose constraints on the overall efficiency of the system. This paper systematically reviews the current research status of the transportation - power coupling network. In the aspect of collaborative planning, it summarizes the technical paths and applicable scenarios of the existing methods from three dimensions: the site selection and scale optimization of charging stations, the joint planning of charging stations and distribution systems, and the deployment of distributed charging stations for renewable energy. In terms of operation optimization, the basic models of the transportation network and the power network are constructed separately at first. Then, based on the strength of the coupling relationship between the two networks, the collaborative operation optimization models of the coupling networks are established respectively, and the optimization objectives and solution algorithms under different coupling intensities are analyzed. Finally, the problems existing in the current research are summarized. First, the dynamic bidirectional coupling of the two networks is overlooked; second, the coupling characteristics of multiple time scales are neglected; third, the modeling of emerging high-quality transportation elements is inadequate. In response to the above problems, future research directions are proposed.□

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  • 收稿日期:2026-02-10
  • 最后修改日期:2026-06-04
  • 录用日期:2026-06-05
  • 在线发布日期: 2026-06-15
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