[1] AFRIDI K. The future of electric vehicle charging infrastructure comment[J]. Nature Electronics, 2022, 5(2): 62-64.
[2] 保罗·罗伯茨, 奚翔光, 张建芹, et al. 全球石油[J]. 世界环境, 2010(6): 52-53.
[3] YANG W, WANG H, WANG Z, et al. Optimization Strategy of Electric Vehicles Charging Path Based on "Traffic-Price-Distribution" Mode[J]. Energies, 2020, 13(12)
[4] SHI X, XU Y, GUO Q, et al. A Distributed EV Navigation Strategy Considering the Interaction Between Power System and Traffic Network[J]. IEEE Transactions on Smart Grid, 2020, 11(4): 3545-3557.
[5] 刘志强, 张谦, 朱熠, et al. 计及车-路-站-网融合的电动汽车充电负荷时空分布预测[J]. 电力系统自动化, 2022, 46(12): 36-45.
[6] ZHANG Y, YOU P, CAI L. Optimal Charging Scheduling by Pricing for EV Charging Station With Dual Charging Modes[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(9): 3386-3396.
[7] 欧盟以最严法规加速汽车电动化[J]. 质量与认证, 2018, 0(1): 20-20.
[8] 中华人民共和国中央人民政府. 国务院关于印发节能与新能源汽车产业发展规划（ 2012 ― 2020 年）的通知 [EB/OL].(2012-07-09)[http://www.gov.cn/zwgk/2012-07/09/content_2179032.htm
[9] 中华人民共和国中央人民政府. 国务院办公厅关于加快新能源汽车推广应用的指导意见[EB/OL].(2014-07-14)[http://www.gov.cn/zhengce/content/2014-07/21/content_8936.htm
[10] 中华人民共和国中央人民政府. 国务院办公厅关于印发新能源汽车产业发展规划（ 2021 — 2035 年 ） 的 通 知 [EB/OL].(http://www.gov.cn/zhengce/content/2020-11/02/content_5556716.htm
[11] 中华人民共和国中央人民政府. 国务院办公厅关于加快电动汽车充电基础设施建设的指导意见 [EB/OL].(2015-09-29)[http://www.gov.cn/zhengce/content/2015-10/09/content_10214.htm
[12] YU J-L, JIA Q, HU H-Q. Charging infrastructure construction from the perspective of new infrastructure[J]. Energy Reports, 2021, 7: 224-229.
[13] 韩天轮. 考虑电动汽车负荷影响的配电网规划及运行研究[D]. 北京:华北电力大学(北京), 2019.
[14] VON BONIN M, DOERRE E, AL-KHZOUZ H, et al. Impact of Dynamic Electricity Tariff and Home PV System Incentives on Electric Vehicle Charging Behavior: Study on Potential Grid Implications and Economic Effects for Households[J]. Energies, 2022, 15(3)
[15] YU Y, REIHS D, WAGH S, et al. Data-Driven Study of Low Voltage Distribution Grid Behaviour With Increasing Electric Vehicle Penetration[J]. IEEE Access, 2022, 10: 6053-6070.
[16] LI G, SUN Q, BOUKHATEM L, et al. Intelligent Vehicle-to-Vehicle Charging Navigation for Mobile Electric Vehicles via VANET-Based Communication[J]. IEEE Access, 2019, 7:
[17] YIN W, MING Z. Study on optimal scheduling strategy of electric vehicles clusters in distribution power grid[J]. Optimal Control Applications & Methods, 2022
[18] 陈养华. 考虑典型场景下的电动汽车充电负荷控制策略及实现[D]. 广州:华南理工大学, 2021.
[19] 武小梅. 考虑交通网和光储系统的电动汽车充电站规划与运营研究[D]. 广州:广东工业大学, 2021.
[20] WANG X, YUEN C, HASSAN N U, et al. Electric Vehicle Charging Station Placement for Urban Public Bus Systems[J]. IEEE Transactions on Intelligent Transportation Systems, 2017, 18(1): 128-139.
[21] XYLIA M, LEDUC S, PATRIZIO P, et al. Locating charging infrastructure for electric buses in Stockholm[J]. Transportation Research Part C: Emerging Technologies, 2017, 78: 183-200.
[22] ROGGE M, VAN DER HURK E, LARSEN A, et al. Electric bus fleet size and mix problem with optimization of charging infrastructure[J]. Applied Energy, 2018, 211: 282-295.
[23] 葛少云, 朱林伟, 刘洪, et al. 基于动态交通仿真的高速公路电动汽车充电站规划[J]. 电工技术学报, 2018, 33(13): 2991-3001.
[24] 王华莹, 李勇, 朱辉, et al. 考虑配电网负荷的电动汽车充电站规划[J]. 电力系统及其自动化学报, 2022, 34(11): 134-141.
[25] ZHANG Y, WANG Y, LI F, et al. Efficient Deployment of Electric Vehicle Charging Infrastructure: Simultaneous Optimization of Charging Station Placement and Charging Pile Assignment[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(10): 6654-6659.
[26] 艾欣, 李一铮, 王坤宇, et al. 基于混沌模拟退火粒子群优化算法的电动汽车充电站选址与定容[J]. 电力自动化设备, 2018, 38(09): 9-14.
[27] PAN L, YAO E, YANG Y, et al. A location model for electric vehicle (EV) public charging stations based on drivers? existing activities[J]. Sustainable Cities and Society, 2020, 59
[28] ALHAZMI Y A, MOSTAFA H A, SALAMA M M A. Optimal allocation for electric vehicle charging stations using Trip Success Ratio[J]. International Journal of Electrical Power & Energy Systems, 2017, 91: 101-116.
[29] LIU J Y, LIN G, HUANG S H, et al. Collaborative EV Routing and Charging Scheduling With Power Distribution and Traffic Networks Interaction[J]. IEEE Transactions on Power Systems, 2022, 37(5): 3923-3936.
[30] LU H, SHAO C Z, HU B, et al. En-Route Electric Vehicles Charging Navigation Considering the Traffic-Flow-Dependent Energy Consumption[J]. IEEE Transactions on Industrial Informatics, 2022, 18(11): 8160-8171.
[31] 吴芮, 周良松, 姚占东. 基于实时电价的电动汽车智能充电导航[J]. 中国电力, 2020, 53(04): 131-138+146.
[32] QIAN T, SHAO C C, WANG X L, et al. Deep Reinforcement Learning for EV Charging Navigation by Coordinating Smart Grid and Intelligent Transportation System[J]. IEEE Transactions on Smart Grid, 2020, 11(2): 1714-1723.62
[33] SHI X Y, XU Y L, GUO Q L, et al. A Distributed EV Navigation Strategy Considering the Interaction Between Power System and Traffic Network[J]. IEEE Transactions on Smart Grid, 2020, 11(4): 3545-3557.
[34] 邵尹池, 穆云飞, 林佳颖, et al. “车—站—网”多元需求下的电动汽车快速充电引导策略[J]. 电力系统自动化, 2019, 43(18): 60-66+101.
[35] 邢强, 陈中, 冷钊莹, et al. 基于实时交通信息的电动汽车路径规划和充电导航策略[J]. 中国电机工程学报, 2020, 40(02): 534-550.
[36] ZHONG J Q, YANG N, ZHANG X H, et al. A fast-charging navigation strategy for electric vehicles considering user time utility differences[J]. Sustainable Energy Grids & Networks, 2022, 30
[37] 李鹏程, 丛中笑, 杨婧. 一种电动汽车智能充电最优引导优化模型[J]. 电器与能效管理技术, 2018(18): 63-69+78.
[38] ZHANG C, LIU Y A, WU F, et al. Effective Charging Planning Based on Deep Reinforcement Learning for Electric Vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(1): 542-554.
[39] CAO Y, JIANG T, KAIWARTYA O, et al. Toward Pre-Empted EV Charging Recommendation Through V2V-Based Reservation System[J]. IEEE Transactions on Systems Man CyberneticsSystems, 2021, 51(5): 3026-3039.
[40] SHI X Y, XU Y L, GUO Q L, et al. Optimal Dispatch Based on Aggregated Operation Region of EV Considering Spatio-Temporal Distribution[J]. IEEE Transactions on Sustainable Energy, 2022, 13(2): 715-731.
[41] 李航, 李国杰, 汪可友. 基于深度强化学习的电动汽车实时调度策略[J]. 电力系统自动化, 2020, 44(22): 161-167.
[42] 王敏, 吕林, 向月. 计及 V2G 价格激励的电动汽车削峰协同调度策略[J]. 电力自动化设备, 2022, 42(04): 27-33+85.
[43] LI X C, XIANG Y, LYU L, et al. Price Incentive-Based Charging Navigation Strategy for Electric Vehicles[J]. IEEE Transactions on Industry Applications, 2020, 56(5): 5762-5774.
[44] 程杉, 王贤宁, 冯毅煁. 电动汽车充电站有序充电调度的分散式优化[J]. 电力系统自动化, 2018, 42(01): 39-46.
[45] HUANG J, WANG X, WANG Y, et al. Charging Navigation Strategy of Electric Vehicles Considering Time-of-Use Pricing[Z]. 2021 6th Asia Conference on Power and Electrical Engineering (ACPEE). 2021: 715-720.10.1109/acpee51499.2021.9436864
[46] TAN J, WANG L. Real-Time Charging Navigation of Electric Vehicles to Fast Charging Stations: A Hierarchical Game Approach[J]. IEEE Transactions on Smart Grid, 2015: 1-1.
[47] GUO Q, XIN S, SUN H, et al. Rapid-Charging Navigation of Electric Vehicles Based on RealTime Power Systems and Traffic Data[J]. IEEE Transactions on Smart Grid, 2014, 5(4): 1969-1979.
[48] 苏粟, 杨恬恬, 李玉璟, et al. 考虑实时动态能耗的电动汽车充电路径规划[J]. 电力系统自动化, 2019, 43(7): 136-143.
[49] 苏粟, 刘紫琦, 王世丹, et al. 基于用户驾驶行为特性的电动汽车有序充电策略[J]. 电力自动化设备, 2018, 38(3): 63-71.
[50] ZHOU N, XIONG X, WANG Q. Probability Model and Simulation Method of Electric Vehicle Charging Load on Distribution Network[J]. Electric Power Components and Systems, 2014, 42(9): 879-888.
[51] 李海斌. 基于需求响应的电动汽车有序充电策略研究[D]. 镇江:江苏大学, 2021.
[52] DURU K K, KARRA C, VENKATACHALAM P, et al. Critical Insights Into Fast Charging Techniques for Lithium-Ion Batteries in Electric Vehicles[J]. Ieee Transactions on Device and Materials Reliability, 2021, 21(1): 137-152.
[53] 冯仕杰. 考虑时空分布特性的电动汽车充电优化策略研究[D]. 南昌:南昌大学, 2021.
[54] 新能源汽车国家监测与管理中心[EB/OL].(https://www.evsmc.cn/
[55] CHANG X, SONG Z, WANG J. Electric Vehicle Charging Load Prediction and System Development Based on Monte Carlo Algorithm[J]. High Voltage Apparatus, 2020, 56(8): 1-5.
[56] CONWAY T. On the Effects of a Routing and Reservation System on the Electric Vehicle Public Charging Network[J]. IEEE Transactions on Intelligent Transportation Systems, 2017, 18(9): 2311-2318.
[57] 徐步尘, 练海晴, 张维忠, et al. 5G 移动通信技术在电力通信系统的应用前瞻[J]. 数码设计, 2022(9): 34-36.
[58] QI L. Research on Intelligent Transportation System Technologies and Applications; proceedings of the Workshop on Power Electronics and Intelligent Transportation System, Guangzhou, PEOPLES R CHINA, F 2008Aug 04-05, 2008 [C]. 2008.
[59] 于奇玉. 基于特征与广义拓扑描述的城市道路建模方法研究与实现[D]. 沈阳:东北大学, 2015.
[60] WANG H, ZHANG R, CHENG X, et al. Hierarchical Traffic Flow Prediction Based on SpatialTemporal Graph Convolutional Network[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(9): 16137-16147.
[61] 赵佳伟, 胡明辉, 荣正璧, et al. 驾驶风格对纯电动汽车能耗的影响[J]. 重庆大学学报, 2021, 45(12): 103-115.
[62] BOZORGI A M, FARASAT M, MAHMOUD A. A Time and Energy Efficient Routing Algorithm for Electric Vehicles Based on Historical Driving Data[J]. IEEE Transactions on Intelligent Vehicles, 2017, 2(4): 308-320.
[63] MORLOCK F, ROLLE B, BAUER M, et al. Time Optimal Routing of Electric Vehicles Under Consideration of Available Charging Infrastructure and a Detailed Consumption Model[J]. IEEE Transactions on Intelligent Transportation Systems, 2020, 21(12): 5123-5135.
[64] 叶兴涛. 基于排队论的城市电动汽车充电设施的规划研究[D]. 杭州:浙江理工大学, 2020.
[65] 张维戈, 陈连福, 黄彧, et al. M/G/k 排队模型在电动出租汽车充电站排队系统中的应用[J]. 电网技术, 2015, 39(3): 724-729.
[66] XIANG Y, YANG J, LI X, et al. Routing Optimization of Electric Vehicles for Charging With Event-Driven Pricing Strategy[J]. IEEE Transactions on Automation Science and Engineering, 2022, 19(1): 7-20.
[67] SUN X, QIU J. Hierarchical Voltage Control Strategy in Distribution Networks Considering Customized Charging Navigation of Electric Vehicles[J]. IEEE Transactions on Smart Grid, 2021, 12(6): 4752-4764.
[68] ZHU J, YANG Z, MOURSHED M, et al. Electric Vehicle Charging Load Forecasting: A Comparative Study of Deep Learning Approaches[J]. Energies, 2019, 12(14)
[69] 刘亚丽, 李国栋, 刘云, et al. 基于随机森林的电动汽车充电行为聚类技术研究[J]. 电力工程技术, 2019, 38(6): 115-121.
[70] MA J. Electric vehicle drive power allocation strategy based on K-means algorithm[J]. Chinese Journal of Power Sources, 2018, 42(5): 713-715.
[71] SINAGA K P, YANG M-S. Unsupervised K-Means Clustering Algorithm[J]. IEEE Access, 2020, 8: 80716-80727.
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