

浏览全部资源
扫码关注微信
1.东南大学电气工程学院,江苏省南京市 210018
2.中国电力企业联合会标准化中心,北京市 100761
3.南京师范大学南瑞电气与自动化学院,江苏省南京市 210023
4.南京德睿特来电能源研究院有限公司,江苏省南京市 210012
Received:30 September 2025,
Revised:2026-06-08,
Online First:01 July 2026,
Published:10 August 2026
移动端阅览
黄学良,刘永东,张梓麒等.面向规模化应用的车网互动:实践进展、关键瓶颈与发展路径[J].电力系统自动化,2026,50(15):3-22.
HUANG Xueliang,LIU Yongdong,ZHANG Ziqi,et al.Vehicle-to-Grid for Large-scale Applications: Practical Progress, Key Bottlenecks, and Technical Pathways[J].Automation of Electric Power Systems,2026,50(15):3-22.
黄学良,刘永东,张梓麒等.面向规模化应用的车网互动:实践进展、关键瓶颈与发展路径[J].电力系统自动化,2026,50(15):3-22. DOI: 10.7500/AEPS20250930004.
HUANG Xueliang,LIU Yongdong,ZHANG Ziqi,et al.Vehicle-to-Grid for Large-scale Applications: Practical Progress, Key Bottlenecks, and Technical Pathways[J].Automation of Electric Power Systems,2026,50(15):3-22. DOI: 10.7500/AEPS20250930004.
大规模电动汽车在新型电力系统中的战略价值已获得广泛认可。车网互动作为交通与能源系统深度融合的关键纽带,其试点应用在全国范围内多点铺开,但规模化推广仍面临系统性瓶颈。文中首先立足交通能源融合视角,聚焦多元场景下车网互动支撑新型电力系统建设的核心特征,系统梳理典型试点工作的应用成效。然后,从规划、设备、平台、机制、用户和标准等维度,揭示规模化推广中的核心制约。最后,提出系统性创新架构并探讨大模型驱动的用户行为画像、交通-能源系统协同和数字孪生平台等前沿研究方向,展望车网互动远期图景并提出分阶段技术路径与政策建议,旨在为车网互动高质量、规模化发展提供理论支撑与实践指引。
The strategic value of large-scale electric vehicles (EVs) in new power systems has been widely recognized. Serving as a critical connector for deep integration between transportation and energy systems
vehicle-to-grid (V2G) has been launched in multiple pilot projects nationwide. However
its large-scale deployment is hindered by systematic bottlenecks. From the integrated transportation-energy perspective
this paper first focuses on core features of V2G for facilitating the development of new power systems in diverse scenarios and systematically summarizes practical benefits from typical pilot practices. Then
core limitations to large-scale V2G deployment are clarified from six dimensions covering planning
equipment
platforms
mechanisms
users and standards. Finally
a systematic innovation framework is proposed
and cutting-edge research directions such as user behavior profiling driven by large models
transportation-energy system synergy
and digital twin platforms are explored. The long-term vision of V2G is envisioned
and phased technical paths and policy recommendations are proposed
aiming to provide theoretical support and practical guidance for the high-quality and large-scale development of V2G.
2025年全国机动车达4.69亿辆 驾驶人达5.59亿人 [EB/OL]. [ 2026-03-26 ]. https://www.gov.cn/lianbo/202601/content_7056115.htm https://www.gov.cn/lianbo/202601/content_7056115.htm .
China’s motor vehicles reach 469 million and drivers hit 559 million in 2025 [EB/OL]. [ 2026-03-26 ]. https://www.gov.cn/lianbo/202601/content_7056115.htm https://www.gov.cn/lianbo/202601/content_7056115.htm .
欧阳明高 . 中国新能源汽车未来10年周期性和结构性趋势展望 [J]. 科技导报 , 2024 , 42 ( 12 ): 6 - 13 .
OUYANG Minggao . Prospects for the cyclical and structural trends of China’s new energy vehicles in the next ten years [J]. Science & Technology Review , 2024 , 42 ( 12 ): 6 - 13 .
新型电力系统发展蓝皮书编写组 . 新型电力系统发展蓝皮书 [M]. 北京 : 中国电力出版社 , 2023 .
Blue Book on New Power System Development Compilation Group . Blue book on new power system development [M]. Beijing : China Electric Power Press , 2023 .
黄学良 , 刘永东 , 沈斐 , 等 . 电动汽车与电网互动:综述与展望 [J]. 电力系统自动化 , 2024 , 48 ( 7 ): 3 - 23 .
HUANG Xueliang , LIU Yongdong , SHEN Fei , et al . Vehicle to grid: review and prospect [J]. Automation of Electric Power Systems , 2024 , 48 ( 7 ): 3 - 23 .
裴振坤 , 王学梅 , 康龙云 . 电动汽车参与电网辅助服务的控制策略综述 [J]. 电力系统自动化 , 2023 , 47 ( 18 ): 17 - 32 .
PEI Zhenkun , WANG Xuemei , KANG Longyun . Review on control strategies for electric vehicles participating in ancillary services of power grid [J]. Automation of Electric Power Systems , 2023 , 47 ( 18 ): 17 - 32 .
国家发展改革委办公厅 . 关于推动车网互动规模化应用试点工作的通知 [EB/OL].[ 2025-09-26 ]. https://www.ndrc.gov.cn/xxgk/zcfb/tz/202409/t20240910_1392926.html https://www.ndrc.gov.cn/xxgk/zcfb/tz/202409/t20240910_1392926.html .
General Office of the National Development and Reform Commission . Notice on promoting the pilot work for large-scale application of vehicle-to-grid [EB/OL]. [ 2025-09-26 ]. https://www.ndrc.gov.cn/xxgk/zcfb/tz/202409/t20240910_1392926.html https://www.ndrc.gov.cn/xxgk/zcfb/tz/202409/t20240910_1392926.html .
国家发展改革委 . 关于加强新能源汽车与电网融合互动的实施意见 [EB/OL].[ 2025-09-26 ]. https://www.gov.cn/zhengce/zhengceku/202401/content_6924347.htm https://www.gov.cn/zhengce/zhengceku/202401/content_6924347.htm .
National Development and Reform Commission . Implementation opinions on strengthening the integration and interaction between new energy vehicles and the power grid [EB/OL]. [ 2025-09-26 ]. https://www.gov.cn/zhengce/zhengceku/202401/content_6924 347.htm https://www.gov.cn/zhengce/zhengceku/202401/content_6924347.htm .
国家发展改革委办公厅 . 关于公布首批车网互动规模化应用试点的通知 [EB/OL].[ 2025-09-26 ]. https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250402_1396958.html https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250402_1396958.html .
General Office of the National Development and Reform Commission . Notice on announcing the first batch of large-scale application pilots for vehicle-to-grid [EB/OL]. [ 2025-09-26 ]. https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250402_1396958.html https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250402_1396958.html .
杨卫东 , 辛耀中 , 郭王勇 , 等 . 车网互动的工程实施困境与对策建议 [J/OL]. 电力系统自动化 [ 2025-07-08 ]. https://link.cnki.net/urlid/32.1180.TP.20250707.1638.004 https://link.cnki.net/urlid/32.1180.TP.20250707.1638.004 .
YANG Weidong , XIN Yaozhong , GUO Wangyong , et al . Difficulties and countermeasures of vehicle-network interaction project implementation [J/OL]. Automation of Electric Power Systems [ 2025-07-08 ]. https://link.cnki.net/urlid/32.1180.TP.20250707.1638.004 https://link.cnki.net/urlid/32.1180.TP.20250707.1638.004 .
阮前途 , 陈赟 , 潘智俊 . 新型电力系统对实现沿海城市双碳目标贡献的探讨 [J]. 电力系统自动化 , 2022 , 46 ( 14 ): 11 - 18 .
RUAN Qiantu , CHEN Yun , PAN Zhijun . Discussion on contributions of novel power system to achieving carbon emission peak and carbon neutrality of coastal city [J]. Automation of Electric Power Systems , 2022 , 46 ( 14 ): 11 - 18 .
LETCHER M , BRITTON J . The role of electric vehicle-to-X in net zero energy systems: a comprehensive review [J]. Energy Research & Social Science , 2025 , 122 : 104021 .
叶宇剑 , 吴奕之 , 胡健雄 , 等 . 城市电力-交通耦合系统的联合推演与协同优化:研究综述、挑战与展望 [J]. 中国电机工程学报 , 2025 , 45 ( 11 ): 4144 - 4162 .
YE Yujian , WU Yizhi , HU Jianxiong , et al . Joint prediction and coordinated optimization of integrated urban power distribution and transportation systems: literature review, challenges and prospects [J]. Proceedings of the CSEE , 2025 , 45 ( 11 ): 4144 - 4162 .
SUDHAKAR A , MAHESH KUMAR B . Maximum exploitation of electric vehicle storage in smart micro grids with stochastic renewable sources [J]. Journal of Energy Storage , 2022 , 48 : 104029 .
张强 , 曹铂苒 , 刘洪 , 等 . 适应光伏消纳的电动汽车-聚合商-配电网日前时空互动方法 [J]. 电力系统自动化 , 2025 , 49 ( 14 ): 141 - 151 .
ZHANG Qiang , CAO Boran , LIU Hong , et al . Day-ahead spatio-temporal interaction method of electric vehicles, aggregators and distribution network for photovoltaic accommodation [J]. Automation of Electric Power Systems , 2025 , 49 ( 14 ): 141 - 151 .
SEVDARI K , CALEARO L , ANDERSEN P B , et al . Ancillary services and electric vehicles: an overview from charging clusters and chargers technology perspectives [J]. Renewable and Sustainable Energy Reviews , 2022 , 167 : 112666 .
KATAOKA R , OGIMOTO K , IWAFUNE Y , et al . Does BEV always help to reduce CO 2 emission? Impact of charging strategy [J]. Transportation Research Part D: Transport and Environment , 2024 , 129 : 104124 .
YAO X , FAN Y , ZHAO F , et al . Economic and climate benefits of vehicle-to-grid for low-carbon transitions of power systems: a case study of China’s 2030 renewable energy target [J]. Journal of Cleaner Production , 2022 , 330 : 129833 .
谢仕炜 , 陈铠悦 , 张亚超 , 等 . 考虑需求弹性的电力-交通网络双层博弈模型——基于拟变分不等式 [J]. 中国电机工程学报 , 2024 , 44 ( 6 ): 2185 - 2196 .
XIE Shiwei , CHEN Kaiyue , ZHANG Yachao , et al . A two-layer game model for power-transportation coupled networks considering demand elasticity—based on quasi-variational inequalities [J]. Proceedings of the CSEE , 2024 , 44 ( 6 ): 2185 - 2196 .
ZHANG Z Q , CHEN Z , GÜMRÜKCÜ E , et al . A nudge-based approach for day-ahead optimal scheduling of destination charging station with flexible regulation capacity [J]. IEEE Transactions on Transportation Electrification , 2024 , 10 ( 4 ): 8498 - 8512 .
戚佳金 , 黄久鸿 , 张良 , 等 . 考虑辅助服务奖励机制的电动公交车优化调度策略 [J]. 电力系统保护与控制 , 2025 , 53 ( 17 ): 25 - 36 .
QI Jiajin , HUANG Jiuhong , ZHANG Liang , et al . Optimal scheduling strategy for electric buses considering auxiliary service incentive mechanism [J]. Power System Protection and Control , 2025 , 53 ( 17 ): 25 - 36 .
李一璞 , 周云 , 冯冬涵 , 等 . 考虑移动储能动态路径引导的配电网协同恢复策略 [J]. 电力自动化设备 , 2025 , 45 ( 5 ): 47 - 55 .
LI Yipu , ZHOU Yun , FENG Donghan , et al . Coordinated restoration strategy of distribution network considering dynamic path guidance of mobile energy storage [J]. Electric Power Automation Equipment , 2025 , 45 ( 5 ): 47 - 55 .
ZHAO P , ZHANG S J , SANTI P , et al . Challenges and opportunities in truck electrification revealed by big operational data [J]. Nature Energy , 2024 , 9 ( 11 ): 1427 - 1437 .
文欣 , 黄学良 , 高山 , 等 . 考虑区域差异性的电动私家车网格化充电需求预测 [J]. 电力系统自动化 , 2025 , 49 ( 7 ): 158 - 168 .
WEN Xin , HUANG Xueliang , GAO Shan , et al . Grid charging demand forecasting for private electric vehicles considering regional differences [J]. Automation of Electric Power Systems , 2025 , 49 ( 7 ): 158 - 168 .
CHEN Y Y , HU S , XIE S W , et al . Optimal dynamic pricing of fast charging stations considering bounded rationality of users and market regulation [J]. IEEE Transactions on Smart Grid , 2024 , 15 ( 4 ): 3950 - 3965 .
刘长石 , 陈慧璇 , 吴张 . 城市物流配送的混合车辆路径规划模型与优化算法 [J]. 控制与决策 , 2023 , 38 ( 3 ): 759 - 768 .
LIU Changshi , CHEN Huixuan , WU Zhang . Programming model and optimization algorithm for the mixed fleet vehicle routing problem in urban logistics distribution [J]. Control and Decision , 2023 , 38 ( 3 ): 759 - 768 .
RIVERA S , GOETZ S M , KOURO S , et al . Charging infrastructure and grid integration for electromobility [J]. Proceedings of the IEEE , 2023 , 111 ( 4 ): 371 - 396 .
程瑜 , 何知遥 , 胡紫豪 , 等 . 电动出租车专用分散式和集中式快充设施 联合投资优化 [J]. 电工技术学报 , 2019 , 34 ( 增刊2 ): 664 - 673 .
CHENG Yu , HE Zhiyao , HU Zihao , et al . A joint optimized investment decision of electric taxis’ dedicated decentralized and centralized fast-charging stations [J]. Transactions of China Electrotechnical Society , 2019 , 34 ( S2 ): 664 - 673 .
JI Z Y , HUANG X L . Plug-in electric vehicle charging infrastructure deployment of China towards 2020: policies, methodologies, and challenges [J]. Renewable and Sustainable Energy Reviews , 2018 , 90 : 710 - 727 .
徐衍会 , 李冠霖 . 基于碱性-质子交换膜混合电解槽的离网型风光耦合制氢系统容量配置优化 [J]. 电力自动化设备 , 2025 , 45 ( 4 ): 1 - 9 .
XU Yanhui , LI Guanlin . Capacity configuration optimization of off-grid wind-solar coupling hydrogen production system based on alkaline-proton exchange membrane hybrid electrolyzers [J]. Electric Power Automation Equipment , 2025 , 45 ( 4 ): 1 - 9 .
陈卓旭 , 胡泽春 , 鲍志远 , 等 . 大规模电动汽车充换电设施集总功率实时分解策略 [J/OL]. 电力系统自动化 [ 2025-08-05 ]. https://link.cnki.net/urlid/32.1180.tp.20250805.1107.004 https://link.cnki.net/urlid/32.1180.tp.20250805.1107.004 .
CHEN Zhuoxu , HU Zechun , BAO Zhiyuan , et al . Real-time decomposition strategy of lumped power of large-scale electric vehicle charging and replacing facilities [J/OL]. Automation of Electric Power Systems [ 2025-08-05 ]. https://link.cnki.net/urlid/32.1180.tp.20250805.1107.004 https://link.cnki.net/urlid/32.1180.tp.20250805.1107.004 .
ZHANG Z Q , CHEN Z , XING Q , et al . Evaluation of the multi-dimensional growth potential of China’s public charging facilities for electric vehicles through 2030 [J]. Utilities Policy , 2022 , 75 : 101344 .
玉少华 , 杜兆斌 , 陈丽丹 , 等 . 融合路网-电网信息的电动汽车充放电行为引导与调控策略 [J]. 电力系统自动化 , 2024 , 48 ( 7 ): 169 - 180 .
YU Shaohua , DU Zhaobin , CHEN Lidan , et al . Guidance and regulation strategy for charging and discharging behaviors of electric vehicles based on fusion of road network and power grid information [J]. Automation of Electric Power Systems , 2024 , 48 ( 7 ): 169 - 180 .
茆美琴 , 葛星 , 杨铖 , 等 . 计及用户偏好的电动汽车集群参与调频市场优化控制 [J]. 电力系统自动化 , 2025 , 49 ( 14 ): 130 - 140 .
MAO Meiqin , GE Xing , YANG Cheng , et al . Optimal control of electric vehicle cluster participating in frequency regulation market considering user preferences [J]. Automation of Electric Power Systems , 2025 , 49 ( 14 ): 130 - 140 .
马泽超 , 刘小明 , 王伟强 , 等 . 基于电动汽车仿真行程链的城市差异化充电设施规划实践 [J/OL]. 电力系统自动化 [ 2025-04-24 ]. https://link.cnki.net/urlid/32.1180.TP.20250423.1356.002 https://link.cnki.net/urlid/32.1180.TP.20250423.1356.002 .
MA Zechao , LIU Xiaoming , WANG Weiqiang , et al . Planning practice of urban differentiated charging facilities based on electric vehicle simulation trip chain [J/OL]. Automation of Electric Power Systems [ 2025-04-24 ]. https://link.cnki.net/urlid/32.1180.TP.20250423.1356.002 https://link.cnki.net/urlid/32.1180.TP.20250423.1356.002 .
孔令达 , 张波 , 韩晓娟 , 等 . 多类型充电设施车网融合互动同构元模型 [J/OL]. 中国电机工程学报 [ 2025-09-25 ]. https://link.cnki.net/urlid/11.2107.TM.20250225.1650.013 https://link.cnki.net/urlid/11.2107.TM.20250225.1650.013 .
KONG Lingda , ZHANG Bo , HAN Xiaojuan , et al . Research on interactive isomorphic meta-model of vehicle-grid with multi-type charging facilities [J/OL]. Proceedings of the CSEE [ 2025-09-25 ]. https://link.cnki.net/urlid/11.2107.TM.20250225.1650.013 https://link.cnki.net/urlid/11.2107.TM.20250225.1650.013 .
YU Q , WANG Z , SONG Y C , et al . Potential and flexibility analysis of electric taxi fleets V2G system based on trajectory data and agent-based modeling [J]. Applied Energy , 2024 , 355 : 122323 .
邢紫佩 , 王守相 , 梅晓辉 , 等 . 考虑电动汽车充放电全程功率变化率和用户舒适度的V2H调度策略 [J]. 电力自动化设备 , 2020 , 40 ( 5 ): 70 - 76 .
XING Zipei , WANG Shouxiang , MEI Xiaohui , et al . V2H scheduling strategy considering charging and discharging power change rate of electric vehicles and users’comfort level [J]. Electric Power Automation Equipment , 2020 , 40 ( 5 ): 70 - 76 .
余苏敏 , 杜洋 , 史一炜 , 等 . 考虑V2B智慧充电桩群的低碳楼宇优化调度 [J]. 电力自动化设备 , 2021 , 41 ( 9 ): 95 - 101 .
YU Sumin , DU Yang , SHI Yiwei , et al . Optimal scheduling of low-carbon building considering V2B smart charging pile groups [J]. Electric Power Automation Equipment , 2021 , 41 ( 9 ): 95 - 101 .
国家发展改革委 国家能源局关于有序推动绿电直连发展有关事项的通知 [EB/OL].[ 2025-09-25 ]. https://www.nea.gov.cn/20250530/2d67a6e49c044f2eacabe1fddf48d20f/c.html https://www.nea.gov.cn/20250530/2d67a6e49c044f2eacabe1fddf48d20f/c.html .
Notice of the National Development and Reform Commission and National Energy Administration on matters relating to the orderly promotion of the development of direct connection of green electricity [EB/OL]. [ 2025-09-25 ]. https://www.nea.gov.cn/20250530/2d67a6e49c044f2eacabe1fddf48d20f/c.html https://www.nea.gov.cn/20250530/2d67a6e49c044f2eacabe1fddf48d20f/c.html .
叶林 , 裴铭 , 杨建宾 , 等 . 极端天气下的新能源电力系统电力电量平衡体系 [J]. 电力系统自动化 , 2025 , 49 ( 4 ): 2 - 18 .
YE Lin , PEI Ming , YANG Jianbin , et al . Electric power and energy balancing system for power system with renewable energy in extreme weather [J]. Automation of Electric Power Systems , 2025 , 49 ( 4 ): 2 - 18 .
V 2 G Hub [EB/OL]. [ 2026-01-25 ]. https://www.v2g-hub.com/ https://www.v2g-hub.com/ .
LIU F , WEI Z Q , LIN Y , et al . Vehicle-to-grid technology acceptance for electric vehicle users: a systematic literature review and future research agenda [J]. International Journal of Consumer Studies , 2025 , 49 ( 3 ): e70065 .
BAUMGARTNER N , WEYER K , ECKMANN L , et al . How to integrate users into smart charging: a critical and systematic review [J]. Energy Research & Social Science , 2023 , 100 : 103113 .
United States Department of Energy . Vehicles-to-grid integration assessment report [EB/OL]. [ 2025-07-01 ]. https://www.energy.gov/sites/default/files/2025-01/Vehicle_Grid_Integration_Asseessment_Report_01162025.pdf https://www.energy.gov/sites/default/files/2025-01/Vehicle_Grid_Integration_Asseessment_Report_01162025.pdf .
ANDERSEN P B , TOGHROLJERDI , S H , SØRENSEN T M , et al . The Parker Project: final report [R]. Copenhagen, Denmark : Technical University of Denmark , 2019 .
华龙网 . “光储充放检”协同创新示范 引领“绿色低碳”先锋之路 [EB/OL].[ 2025-07-23 ]. https://news.cqnews.net/1/detail/1212037068225351680/web/content_1212037068225351680.html https://news.cqnews.net/1/detail/1212037068225351680/web/content_1212037068225351680.html .
Hualong Net . Synergistic innovation demonstration of “integration of PV, storage, charging, discharging, and inspection” leads the pioneer path of “green and low-carbon ”[EB/OL]. [ 2025-07-23 ]. https://news.cqnews.net/1/detail/1212037068225351680 /web/content_1212037068225351680.html https://news.cqnews.net/1/detail/1212037068225351680/web/content_1212037068225351680.html .
晋城市人民政府门户网站 . 5分钟便捷换电!我市首座新能源重卡充换电一体站投用 [EB/OL].[ 2025-07-23 ]. https://www.jcgov.gov.cn/dtxx/jcdt/202405/t20240509_1980090.shtml https://www.jcgov.gov.cn/dtxx/jcdt/202405/t20240509_1980090.shtml .
Jincheng City People’s Government Portal Website . 5 minute convenient battery swap! The first integrated charging and swap station for new energy heavy-duty trucks in our city put into operation [EB/OL]. [ 2025-07-23 ]. https://www.jcgov.gov.cn/dtxx/jcdt/202405/t20240509_1980090.shtml https://www.jcgov.gov.cn/dtxx/jcdt/202405/t20240509_1980090.shtml .
新华网山东频道 . 济南起步区充换电示范站充电量超200万千瓦时 [EB/OL].[ 2025-07-23 ]. http://sd.news.cn/20250417/ca815eedca3447d4acdbd9d225326b11/c.html http://sd.news.cn/20250417/ca815eedca3447d4acdbd9d225326b11/c.html .
Xinhua Net Shandong Channel . Charging volume of Jinan starting area charging and swap demonstration station exceeds 2 million kW·h [EB/OL]. [ 2025-07-23 ]. http://sd.news.cn/20250417/ca815eedca3447d4acdbd9d225326b11/c.html http://sd.news.cn/20250417/ca815eedca3447d4acdbd9d225326b11/c.html .
经济日报 . 我国首次省域范围内大规模车网互动应用实施——电动汽车变身“充电宝” [EB/OL].[ 2025-07-23 ]. http://paper.ce.cn/pc/content/202408/19/content_299623.html http://paper.ce.cn/pc/content/202408/19/content_299623.html .
Economic Daily . China’s first large-scale vehicle-to-grid application implemented at the provincial level-electric vehicles become “power banks” [EB/OL]. [ 2025-07-23 ]. http://paper.ce.cn/pc/content/202408/19/content_299623.html http://paper.ce.cn/pc/content/202408/19/content_299623.html .
苏州市人民政府 . 全国首个换电虚拟电厂建成投运 [EB/OL].[ 2025-07-23 ]. https://www.suzhou.gov.cn/szsrmzf/szyw/202503/a60985e397184d0c9fbfb424db962de1.shtml https://www.suzhou.gov.cn/szsrmzf/szyw/202503/a60985e397184d0c9fbfb424db962de1.shtml .
Suzhou Municipal People’s Government . Nation’s first battery swap virtual power plant built and put into operation [EB/OL]. [ 2025-07-23 ]. https://www.suzhou.gov.cn/szsrmzf/szyw/202503/a60985e397184d0c9fbfb424db962de1.shtml https://www.suzhou.gov.cn/szsrmzf/szyw/202503/a60985e397184d0c9fbfb424db962de1.shtml .
中国科技网 . 国网湖北电力项目入选国家首批车网互动规模化应用试点 [EB/OL].[ 2025-07-23 ]. https://www.stdaily.com/web/gdxw/2025-04/06/content_320436.html https://www.stdaily.com/web/gdxw/2025-04/06/content_320436.html .
China Science and Technology Net . State Grid Hubei Electric Power Project selected for the national first batch of large-scale application pilots for vehicle-to-grid [EB/OL]. [ 2025-07-23 ]. https://www.stdaily.com/web/gdxw/2025-04/06/content_320436.html https://www.stdaily.com/web/gdxw/2025-04/06/content_320436.html .
中国科技网 . 国内首次基于“5G+量子”虚拟电厂精准调度车网互动规模化实测活动举办 [EB/OL].[ 2025-07-23 ]. https://www.stdaily.com/web/gdxw/2025-5/30/content_348501.html https://www.stdaily.com/web/gdxw/2025-5/30/content_348501.html .
Science and Technology Daily . China’s first large-scale field test of precise vehicle-to-grid scheduling based on “5G+ quantum” virtual power plant conducted [EB/OL]. [ 2025-07-23 ]. https://www.stdaily.com/web/gdxw/2025-05/30/content_348501.html https://www.stdaily.com/web/gdxw/2025-05/30/content_348501.html .
中国能源报 . 南方电网公司开展全国规模最大车网互动 [EB/OL].[ 2025-07-23 ]. https://paper.people.com.cn/zgnyb/pc/content/202504/07/content_30067398.html https://paper.people.com.cn/zgnyb/pc/content/202504/07/content_30067398.html .
China Energy News . China Southern Power Grid conducts nation’s largest vehicle-to-grid activity [EB/OL]. [ 2025-07-23 ]. https://paper.people.com.cn/zgnyb/pc/content/202504/07/content_30067398.html https://paper.people.com.cn/zgnyb/pc/content/202504/07/content_30067398.html .
深圳市发展和改革委员会 . 7万度起步!开启车网互动国家试点“深圳加速度” [EB/OL].[ 2025-07-23 ]. https://fgw.sz.gov.cn/zwgk/qt/gzdt/content/post_12254427.html https://fgw.sz.gov.cn/zwgk/qt/gzdt/content/post_12254427.html .
Shenzhen Municipal Development and Reform Commission . Starting with 70 000 kW·h! Shenzhen accelerates national pilot for vehicle-to-grid[EB/OL]. [ 2025-07-23 ]. https://fgw.sz.gov.cn/zwgk/qt/gzdt/content/post_12254427.html https://fgw.sz.gov.cn/zwgk/qt/gzdt/content/post_12254427.html .
新华网 . 贵州首座“光储充放一体”全液冷超充站投运 [EB/OL].[ 2025-07-23 ]. http://gz.news.cn/20250710/a70c067faa7e4a6a9d09a7000c5cd011/c.html http://gz.news.cn/20250710/a70c067faa7e4a6a9d09a7000c5cd011/c.html .
Xinhua Net . Guizhou’s first all-liquid-cooled supercharging station with integrated PV, storage, charging and discharging put into operation [EB/OL]. [ 2025-07-23 ]. http://gz.news.cn/20250710/a70c067faa7e4a6a9d09a7000c5cd011/c.html http://gz.news.cn/20250710/a70c067faa7e4a6a9d09a7000c5cd011/c.html .
深圳市坪山区人民政府 . 深圳市坪山区落实“双碳”战略进一步推动新能源产业高质量发展的若干措施 [EB/OL].[ 2025-07-23 ]. https://www.szpsq.gov.cn/zwgk/gfxwj/qgfxwj/content/post_12264577.html https://www.szpsq.gov.cn/zwgk/gfxwj/qgfxwj/content/post_12264577.html .
The People’s Government of Pingshan District, Shenzhen . Several measures of Pingshan District, Shenzhen for implementing the “dual carbon” strategy and further promoting the high-quality development of the new energy industry [EB/OL]. [ 2025-07-23 ]. https://www.szpsq.gov.cn/zwgk/gfxwj/qgfxwj/content/post_12264577.html https://www.szpsq.gov.cn/zwgk/gfxwj/qgfxwj/content/post_12264577.html .
南京市交通运输局 . 南京市2024年度充电设施建设运营市级财政补贴办法 [EB/OL].[ 2025-09-26 ]. https://nqt.nanjing.gov.cn/nqtmh/njyst/pages/policy_artical.html policyguid=F7CA1D50-81B9-40E9-BAB7-1A5E52DF934C https://nqt.nanjing.gov.cn/nqtmh/njyst/pages/policy_artical.htmlpolicyguid=F7CA1D50-81B9-40E9-BAB7-1A5E52DF934C .
Nanjing Municipal Transportation Bureau . Measures for municipal fiscal subsidies for the construction and operation of charging facilities in Nanjing ( 2024 )[EB/OL]. [ 2025-09-26 ]. https://nqt.nanjing.gov.cn/nqtmh/njyst/pages/policy_artical.html policyguid=F7CA1D50-81B9-40E9-BAB7-1A5E52DF934C https://nqt.nanjing.gov.cn/nqtmh/njyst/pages/policy_artical.htmlpolicyguid=F7CA1D50-81B9-40E9-BAB7-1A5E52DF934C .
海南省发展改革委 . 关于印发《海南省电动汽车充电基础设施建设运营补贴工作流程》的函 [EB/OL].[ 2025-09-26 ]. https://baoting.hainan.gov.cn/zfxxgk/xgbmgk/kjgyxxcy/gkml/202105/P020210528606225374642.pdf https://baoting.hainan.gov.cn/zfxxgk/xgbmgk/kjgyxxcy/gkml/202105/P020210528606225374642.pdf .
Hainan Provincial Development and Reform Commission . Letter on issuing the “Work Procedures for the Construction, Operation, and Subsidies of Electric Vehicle Charging Infrastructure in Hainan Province ”[EB/OL]. [ 2025-09-26 ]. https://baoting.hainan.gov.cn/zfxxgk/xgbmgk/kjgyxxcy/gk ml/202105/P020210528606225374642.pdf https://baoting.hainan.gov.cn/zfxxgk/xgbmgk/kjgyxxcy/gkml/202105/P020210528606225374642.pdf .
广州市人民政府 . 广州市推动智能网联新能源汽车产业发展三年行动计划 [EB/OL].[ 2025-09-26 ]. https://www.gz.gov.cn/zwgk/fggw/sfbgtwj/content/post_10322829.html https://www.gz.gov.cn/zwgk/fggw/sfbgtwj/content/post_10322829.html .
Guangzhou Municipal People’s Government . Three-year action plan for promoting the development of the intelligent connected and new energy vehicle industry in Guangzhou [EB/OL]. [ 2025-09-26 ]. https://www.gz.gov.cn/zwgk/fggw/sfbgtwj/content/post_10322829.html https://www.gz.gov.cn/zwgk/fggw/sfbgtwj/content/post_10322829.html .
合肥市人民政府 . 推动智能网联新能源汽车产业高质量发展若干政策 [EB/OL].[ 2025-09-26 ]. https://www.baohe.gov.cn/public/13771/111237664.html https://www.baohe.gov.cn/public/13771/111237664.html .
Hefei Municipal People’s Government . Policies for promoting high-quality development of the intelligent connected and new energy vehicle industry [EB/OL]. [ 2025-09-26 ]. https://www.baohe.gov.cn/public/13771/111237664.html https://www.baohe.gov.cn/public/13771/111237664.html .
上海市发展和改革委员会 . 上海市新型电力系统调节能力奖励资金管理办法 [EB/OL].[ 2025-09-26 ]. https://fgw.sh.gov.cn/fgw_gfxwj/20250519/463852516eb64060b6962fb68c2b75fb.html https://fgw.sh.gov.cn/fgw_gfxwj/20250519/463852516eb64060b6962fb68c2b75fb.html .
Shanghai Municipal Development and Reform Commission . Administrative measures for the reward funds for regulating capacity of the new-type power system in Shanghai [EB/OL]. [ 2025-09-26 ]. https://fgw.sh.gov.cn/fgw_gfxwj/20250519/463852516eb64060b6962fb68c2b75fb.html https://fgw.sh.gov.cn/fgw_gfxwj/20250519/463852516eb64060b6962fb68c2b75fb.html .
杭州日报 . 全省首推!杭州出台迎峰度夏新政策 [EB/OL]. [ 2025-09-26 ]. https://www.hangzhou.gov.cn/art/2025/7/1/art_812269_59114605.html https://www.hangzhou.gov.cn/art/2025/7/1/art_812269_59114605.html .
Hangzhou Daily . Province’s first! Hangzhou introduces new policy for peak summer period [EB/OL]. [ 2025-09-26 ]. https://www.hangzhou.gov.cn/art/2025/7/1/art_812269_591 14605.html https://www.hangzhou.gov.cn/art/2025/7/1/art_812269_59114605.html .
成都市经济和信息化局 . 关于进一步增强成都市电力保障能力的若干政策措施相关奖补实施细则 [EB/OL].[ 2025-09-26 ]. https://cdjx.chengdu.gov.cn/cdsjxw/c132904/2025-05/27/content_0cce3a018d0246c4a583808bd7fbf5d4.shtml https://cdjx.chengdu.gov.cn/cdsjxw/c132904/2025-05/27/content_0cce3a018d0246c4a583808bd7fbf5d4.shtml .
Chengdu Municipal Bureau of Economy . Implementation rules for awards and subsidies related to measures for further enhancing the power security capability of Chengdu City [EB/OL]. [ 2025-09-26 ]. https://cdjx.chengdu.gov.cn/cdsjxw/c132904/2025-05/27/content_0cce3a018d0246c4a583808bd7fbf5d4.shtml https://cdjx.chengdu.gov.cn/cdsjxw/c132904/2025-05/27/content_0cce3a018d0246c4a583808bd7fbf5d4.shtml .
四川省发展和改革委员会 . 关于明确成都市车网互动试点项目放电上网电价有关事项的通知 [EB/OL].[ 2025-09-26 ]. https://cdjx.chengdu.gov.cn/gkml/xzgfxwj/13769393021009 26464.shtml https://cdjx.chengdu.gov.cn/gkml/xzgfxwj/1376939302100926464.shtml .
Sichuan Provincial Development and Reform Commission . Notice on relevant matters concerning the feed-in tariff for discharging from vehicle-to-grid pilot projects in Chengdu [EB/OL]. [ 2025-09-26 ]. https://cdjx.chengdu.gov.cn/gkml/xzgfxwj/1376939302100926464.shtml https://cdjx.chengdu.gov.cn/gkml/xzgfxwj/1376939302100926464.shtml .
广东省发展和改革委员会 . 关于新能源汽车向电网放电上网电价问题的批复 [EB/OL].[ 2025-09-26 ]. https://drc.gd.gov.cn/ywtz/content/post_4710468.html https://drc.gd.gov.cn/ywtz/content/post_4710468.html .
Guangdong Provincial Development and Reform Commission . Official reply on the feed-in tariff for new energy vehicles discharging to the power grid [EB/OL]. [ 2025-09-26 ]. https://drc.gd.gov.cn/ywtz/content/post_4710468.html https://drc.gd.gov.cn/ywtz/content/post_4710468.html .
江苏省发展和改革委员会 . 关于优化工商业分时电价结构促进新能源消纳降低企业用电成本支持经济社会发展的通知 [EB/OL]. [ 2025-09-26 ]. https://fgw.nanjing.gov.cn/njsfzhg gwyh/202505/t20250506_5140665.html https://fgw.nanjing.gov.cn/njsfzhggwyh/202505/t20250506_5140665.html .
Jiangsu Provincial Development and Reform Commission . Notice on optimizing the time-of-use electricity pricing structure for industrial and commercial users to promote renewable energy consumption, reduce enterprise electricity costs, and support economic and social development [EB/OL]. [ 2025-09-26 ]. https://fgw.nanjing.gov.cn/njsfzhggwyh/202505/t20250506_5140665.html https://fgw.nanjing.gov.cn/njsfzhggwyh/202505/t20250506_5140665.html .
山东省发展和改革委员会 , 国家能源局山东监管办公室 , 山东省能源局 . 关于开展车网互动价格机制改革试点工作的通知 [EB/OL].[ 2025-09-26 ]. http://fgw.shandong.gov.cn/art/2025/1/6/art_91687_10456708.html http://fgw.shandong.gov.cn/art/2025/1/6/art_91687_10456708.html .
Shandong Provincial Development and Reform Commission , Shandong Energy Regulatory Office of the National Energy Administration , Shandong Provincial Energy Bureau . Notification on launching the pilot program for vehicle-to-grid pricing mechanism reform [EB/OL]. [ 2025-09-26 ]. http://fgw.shandong.gov.cn/art/2025/1/6/art_91687_104567 08.html http://fgw.shandong.gov.cn/art/2025/1/6/art_91687_10456708.html .
SPERSTAD I B , DEGEFA M Z , KJØLLE G . The impact of flexible resources in distribution systems on the security of electricity supply: a literature review [J]. Electric Power Systems Research , 2020 , 188 : 106532 .
胡泽春 , 宋永华 , 徐智威 , 等 . 电动汽车接入电网的影响与利用 [J]. 中国电机工程学报 , 2012 , 32 ( 4 ): 1 - 10 .
HU Zechun , SONG Yonghua , XU Zhiwei , et al . Impacts and utilization of electric vehicles integration into power systems [J]. Proceedings of the CSEE , 2012 , 32 ( 4 ): 1 - 10 .
潘美琪 , 贺兴 , 艾芊 , 等 . 新型配电系统分布式资源调度研究现状与展望 [J]. 电网技术 , 2024 , 48 ( 3 ): 933 - 948 .
PAN Meiqi , HE Xing , AI Qian , et al . Research status and prospect of distributed energy resource dispatching in new distribution system [J]. Power System Technology , 2024 , 48 ( 3 ): 933 - 948 .
MAO D , TAN J , WANG J K . Location planning of PEV fast charging station: an integrated approach under traffic and power grid requirements [J]. IEEE Transactions on Intelligent Transportation Systems , 2021 , 22 ( 1 ): 483 - 492 .
凡航 , 徐葳 , 范晓昱 , 等 . 隐私计算在新型电力系统中的应用分析与展望 [J]. 电力系统自动化 , 2023 , 47 ( 19 ): 187 - 199 .
FAN Hang , XU Wei , FAN Xiaoyu , et al . Application analysis and prospect of privacy-preserving computation in new power system [J]. Automation of Electric Power Systems , 2023 , 47 ( 19 ): 187 - 199 .
URIBE-PÉREZ N , GONZALEZ-GARRIDO A , GALLARRETA A , et al . Communications and data science for the success of vehicle-to-grid technologies: current state and future trends [J]. Electronics , 2024 , 13 ( 10 ): 1940 .
GONCEARUC A , DE CAUWER C , SAPOUNTZOGLOU N , et al . The barriers to widespread adoption of vehicle-to-grid: a comprehensive review [J]. Energy Reports , 2024 , 12 : 27 - 41 .
RAZZAQUE M A , KHADEM S K , PATRA S , et al . Cybersecurity in vehicle-to-grid (V2G) systems: a systematic review [J]. Applied Energy , 2025 , 398 : 126364 .
WAN M C , YU H Y , HUO Y N , et al . Feasibility and challenges for vehicle-to-grid in electricity market: a review [J]. Energies , 2024 , 17 ( 3 ): 679 .
中国能源报 . 车网互动技术推广难在哪? [EB/OL].[ 2025-07-30 ]. https://www.cnenergynews.cn/peixun/2022/02/16/detail _20220216117614.html https://www.cnenergynews.cn/peixun/2022/02/16/detail_20220216117614.html .
China Energy News . What are the barriers to vehicle-to-grid technology promotion [EB/OL]. [ 2025-07-30 ]. https://www.cnenergynews.cn/peixun/2022/02/16/detail_20 220216117614.html https://www.cnenergynews.cn/peixun/2022/02/16/detail_20220216117614.html .
LEHTOLA T . Vehicle-to-grid applications and battery cycle aging: a review [J]. Renewable and Sustainable Energy Reviews , 2025 , 208 : 115013 .
RAO S P , OLUSEGUN T S , RANGANATHAN P , et al . Vehicle-to-grid technology: opportunities, challenges, and future prospects for sustainable transportation [J]. Journal of Energy Storage , 2025 , 110 : 114927 .
VAN HEUVELN K , GHOTGE R , ANNEMA J A , et al . Factors influencing consumer acceptance of vehicle-to-grid by electric vehicle drivers in the Netherlands [J]. Travel Behaviour and Society , 2021 , 24 : 34 - 45 .
CHEN C F , LAI C M . Understanding the acceptance of vehicle-to-grid (V2G) services: evidence from Taiwan [J]. Transport Policy , 2024 , 159 : 230 - 240 .
ZHANG C Q , KITAMURA H , GOTO M . Behavioral insights into vehicle-to-grid (V2G) adoption: beyond economic perspectives [J]. Renewable and Sustainable Energy Reviews , 2026 , 228 : 116603 .
International Electrical Committee . Electric vehicle conductive charging system-Part 1: general requirements : IEC 61851-1—2017 [S]. 2017 .
李立理 , 张剑 , 刘雨薇 , 等 . 美国加州车网互动政策、标准与市场机制最新进展及其启示 [J]. 电力系统自动化 , 2024 , 48 ( 7 ): 38 - 46 .
LI Lili , ZHANG Jian , LIU Yuwei , et al . Latest development and enlightenment of vehicle to grid policy, standards and market mechanisms in California, USA [J]. Automation of Electric Power Systems , 2024 , 48 ( 7 ): 38 - 46 .
Road vehicles: vehicle to grid communication interface-Part 20: 2nd generation network layer and application layer requirements : ISO 15118-20 [S]. Geneva, Switzerland : International Organization for Standardization , 2022 .
Open Charge Alliance . Open charge point protocol(OCPP) 2.1 [EB/OL]. [ 2025-09-26 ]. https://openchargealliance.org/protocols/open-charge-point-protocol/ https://openchargealliance.org/protocols/open-charge-point-protocol/ .
国家市场监督管理总局 , 国家标准化管理委员会 . 非车载传导式充电机与电动汽车之间的数字通信协议 : GB/T 27930—2023 [S]. 北京 : 中国标准出版社 , 2023 .
State Administration for Market Regulation , Standardization Administration of the People’s Republic of China . Digital communication protocols between off-board conductive charger and electric vehicle : GB/T 27930—2023 [S]. Beijing : Standards Press of China , 2023 .
电动汽车充换电服务信息交换:T/CEC 102.1-102.10—2021 [S]. 2021 .
Electric vehicle charging and swapping service information exchange: T/CEC 102 . 1-102.10—2021 [S]. 2021.
吴洋 , 王钢 , 汪隆君 , 等 . 基于用户画像的电动汽车用户参与AGC服务激励定价策略 [J/OL]. 电力系统自动化 [ 2025-09-27 ]. https://doi.org/10.7500/AEPS20241104002 https://doi.org/10.7500/AEPS20241104002 .
WU Yang , WANG Gang , WANG Longjun , et al . User profile based incentive pricing strategy for electric vehicle users participating in AGC service [J/OL]. Automation of Electric Power Systems [ 2025-09-27 ]. https://doi.org/10.7500/AEPS 20241104002 https://doi.org/10.7500/AEPS20241104002 .
李青 , 刘雨婷 , 刘超 . 考虑用户有限理性的电动汽车充放电行为时空特征分析 [J]. 电力系统保护与控制 , 2025 , 53 ( 15 ): 83 - 94 .
LI Qing , LIU Yuting , LIU Chao . Spatiotemporal analysis of electric vehicle charging and discharging behavior considering users’bounded rationality [J]. Power System Protection and Control , 2025 , 53 ( 15 ): 83 - 94 .
YENDURI G , RAMALINGAM M , SELVI G C , et al . GPT (generative pre-trained transformer)—a comprehensive review on enabling technologies, potential applications, emerging challenges, and future directions [J]. IEEE Access , 2024 , 12 : 54608 - 54649 .
WANG L , ZHANG J S , YANG H , et al . User behavior simulation with large language model-based agents [J]. ACM Transactions on Information Systems , 2025 , 43 ( 2 ): 1 - 37 .
ZHANG L , HU Y X , LI W H , et al . LLM-AIDSim: LLM-enhanced agent-based influence diffusion simulation in social networks [J]. Systems , 2025 , 13 ( 1 ): 29 .
ZHANG E H , WANG X Z , GONG P Y , et al . USimAgent: large language models for simulating search users [C]// Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , July 14 - 8 , 2024 , Washington D.C., USA : 2687 - 2692 .
MO B C , XU H Y , MA R Y , et al . Large language models for travel behavior prediction [EB/OL]. [ 2025-08-01 ]. https://arxiv.org/abs/2312.00819 https://arxiv.org/abs/2312.00819 .
WANG L Z , DUAN P B , HE Z B , et al . Agentic large language models for day-to-day route choices [J]. Transportation Research Part C: Emerging Technologies , 2025 , 180 : 105307 .
LIU T M , YANG J R , YIN Y F . Toward LLM-agent-based modeling of transportation systems: a conceptual framework [EB/OL]. [ 2025-09-01 ]. https://arxiv.org/abs/2412.06681 https://arxiv.org/abs/2412.06681 .
YAGHOUBI E , YAGHOUBI E , KHAMEES A , et al . A systematic review and meta-analysis of machine learning, deep learning, and ensemble learning approaches in predicting EV charging behavior [J]. Engineering Applications of Artificial Intelligence , 2024 , 135 : 108789 .
REDA M , ONSY A , HAIKAL A Y , et al . Path planning algorithms in the autonomous driving system: a comprehensive review [J]. Robotics and Autonomous Systems , 2024 , 174 : 104630 .
MANSOUR SAATLOO A , MEHRABI A , MARZBAND M , et al . Hierarchical user-driven trajectory planning and charging scheduling of autonomous electric vehicles [J]. IEEE Transactions on Transportation Electrification , 2023 , 9 ( 1 ): 1736 - 1749 .
ALZUBAIDI L , ZHANG J L , HUMAIDI A J , et al . Review of deep learning: concepts, CNN architectures, challenges, applications, future directions [J]. Journal of Big Data , 2021 , 8 ( 1 ): 53 .
ZHANG Z Q , CHEN Z , GÜMRÜKCÜ E , et al . Advancing urban electric vehicle charging stations: AI-driven day-ahead optimization of pricing and Nudge strategies utilizing multi-agent deep reinforcement learning [J]. eTransportation , 2024 , 22 : 100352 .
LI J H , WANG H . A multi-view multi-timescale hypergraph-empowered spatiotemporal framework for EV charging forecasting [J]. IEEE Transactions on Smart Grid , 2026 , 17 ( 2 ): 1430 - 1443 .
ORFANOUDAKIS S , ROBU V , SALAZAR E M , et al . Scalable reinforcement learning for large-scale coordination of electric vehicles using graph neural networks [J]. Communications Engineering , 2025 , 4 : 118 .
YANG G X , ZHANG H , QIU L . Graph-based multi-agent reinforcement learning with an enriched environment for joint ride-sharing and charging optimization [J]. Applied Energy , 2026 , 405 : 127220 .
盛裕杰 , 郭庆来 , 薛屹洵 , 等 . 信息-物理-社会视角下的电力-交通耦合网络建模与协同优化 [J]. 电力系统自动化 , 2024 , 48 ( 7 ): 62 - 85 .
SHENG Yujie , GUO Qinglai , XUE Yixun , et al . Collaborative modeling and optimization of power-transportation coupling network from cyber-physical-social perspective [J]. Automation of Electric Power Systems , 2024 , 48 ( 7 ): 62 - 85 .
JIN L C , ZHAI X Y , WANG K , et al . Big data, machine learning, and digital twin assisted additive manufacturing: a review [J]. Materials & Design , 2024 , 244 : 113086 .
WANG Z R , GUPTA R , HAN K , et al . Mobility digital twin: concept, architecture, case study, and future challenges [J]. IEEE Internet of Things Journal , 2022 , 9 ( 18 ): 17452 - 17467 .
E.ON . Digital grids-smart technology for a sustainable energy future [EB/OL]. [ 2026-01-25 ]. https://www.eon.com/en/energy-grids/digital-grids.html https://www.eon.com/en/energy-grids/digital-grids.html .
节能与新能源汽车技术路线图3.0编写组 . 节能与新能源汽车技术路线图3.0 [M]. 北京 : 中国汽车工程学会 , 2025 .
Energy-saving and New Energy Vehicle Technology Roadmap 3.0 Compilation Group . Energy-saving and new energy vehicle technology roadmap 3.0 [M]. Beijing : China Society of Automotive Engineers , 2025 .
国家能源局 . 我国中长期发电能力及电力需求发展预测 [EB/OL].[ 2025-09-26 ]. https://www.nea.gov.cn/2013-02/22/c_132185515.htm https://www.nea.gov.cn/2013-02/22/c_132185515.htm .
National Energy Administration . Development forecast of China’s medium- and long-term power generation capacity and electricity demand [EB/OL]. [ 2025-09-26 ]. https://www.nea.gov.cn/2013-02/22/c_132185515.htm https://www.nea.gov.cn/2013-02/22/c_132185515.htm .
习近平 . 践诺笃行 共同书写全球气候治理新篇章——在联合国气候变化峰会上的致辞 (2025年 9 月 24 日)[EB/OL]. [ 2025-09-29 ]. http://www.news.cn/2025-09/25/c_113199 9999.htm http://www.news.cn/2025-09/25/c_1131999999.htm .
XI Jinping . Keeping promises and acting faithfully: jointly writing a new chapter in global climate governance-address at the United Nations Climate Change Summit (September 24 , 2025 )[EB/OL]. [ 2025-09-29 ]. http://www.news.cn/2025-09/25/c_1131999999.htm http://www.news.cn/2025-09/25/c_1131999999.htm .
汤广福 . 加快构建新型能源体系支撑保障国家能源安全 [J]. 中国电力企业管理 , 2023 ( 13 ): 21 - 25 .
TANG Guangfu . Accelerating the development of a new energy system to support and safeguard national energy security [J]. China Power Enterprise Management , 2023 ( 13 ): 21 - 25 .
0
Views
0
下载量
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621