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电力-交通耦合网络协同优化的研究现状与未来展望OA

Research Advances and Future Prospects of Coordinated Optimization in Coupled Power and Transport Networks

中文摘要英文摘要

在"双碳"目标和交通电气化快速推进的背景下,电动汽车的大规模发展使电力网络与交通网络通过充电设施形成深度耦合,电力-交通耦合网络的协同优化运行成为新型电力网络与低碳交通体系建设中的关键问题.在电动汽车降低交通网络碳排放、促进电力网络可再生能源消纳和提升系统灵活性的同时,其充电负荷的时空分布也对电力网络的安全稳定运行和交通网络的高效运行提出了新的挑战.本文围绕电力-交通耦合网络协同优化问题,系统梳理了该领域的研究现状与发展脉络.首先,总结了电力网络与交通网络在电动汽车充电环节形成的物理耦合关系和基于价格与状态信息交互的信息耦合机制下的协同框架.其次,重点综述了电动汽车充电行为的建模方法、交通流分配模型以及电力网络潮流模型,并归纳了非线性、非凸协同优化问题的典型求解方法.在此基础上,从经济运行、低碳运行、定价策略、基础设施容量规划及不确定性优化等方面,对国内外相关研究成果进行了系统评述.最后,结合新型交通模式、多能源系统深度耦合、安全与隐私保护以及数据驱动协同优化等研究发展趋势,展望了电力-交通耦合网络协同优化的未来研究方向,以期为交通网与电网协同优化运行的理论研究与工程实践提供参考.

Against the backdrop of the"dual-carbon"goals and the rapid electrification in the transport field,large-scale deployment of electric vehicles(EVs)has led to deep coupling between power networks and transport networks through charging infrastructure.The coordinated optimization of coupled power and transportation networks(CPTN)operation has thus emerged as a key consideration in the development of new-type power systems and low-carbon transport systems.While EVs contribute to reducing carbon emissions in the transport sector,facilitating renewable energy consumption in the power sector,and enhancing system flexibility,the spatiotemporal distribution of EV charging loads poses new challenges to the secure and stable operation of power networks and the efficient operation of transport networks.This paper systematically reviews the current research status and developmental trajectory of the coordinated optimization of CPTN.First,the physical coupling formed between power and transport networks during EV charging is summarized,along with the coordinated framework based on information coupling through price and state interactions.Second,modeling approaches for EV charging behavior,traffic flow assignment models,and power flow models of power networks are reviewed,and representative solution methods for nonlinear and nonconvex coordinated optimization problems are summarized.On this basis,results from existing studies in China and foreign countries are systematically reviewed from the perspectives of economical operation,low-carbon operation,pricing strategies,infrastructure capacity planning,and uncertainty optimization.Finally,in light of emerging trends such as new transport modes,deep coupling of multi-energy systems,security and privacy protection,and data-driven coordinated optimization,future research directions for the coordinated optimization of CPTN operation are discussed,to provide references for both theoretical research and engineering practice in this domain.

苏宏业;李佳;李滨;刘之涛

浙江大学 智能系统与控制研究所,浙江 杭州 310027浙江大学 智能系统与控制研究所,浙江 杭州 310027浙江大学 智能系统与控制研究所,浙江 杭州 310027浙江大学 智能系统与控制研究所,浙江 杭州 310027

信息技术与安全科学

电力-交通耦合网络电力网络交通网络电动汽车协同优化运行与规划

coupled power-transport network(CPTN)power networktransport networkelectric vehiclecoordinated optimizationoperation and planning

《控制与信息技术》 2026 (1)

1-11,11

国家自然科学基金面上项目(62173297)

10.13889/j.issn.2096-5427.2026.01.001

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