Planning of Electric Vehicle Charging Station on Highway Considering Existing Service Areas and Dynamic Traffic Simulations

被引:0
|
作者
Han Jinglin [1 ]
Ling Yunpeng [2 ]
Yan Jun [3 ]
Zhao Yang [1 ]
Han Tianhua [4 ]
Feng Shengtao [5 ]
Zhao Haizhou [6 ]
Chen Liang [1 ]
机构
[1] State Grid Hebei Elect Econ Res Inst, Shijiazhuang, Hebei, Peoples R China
[2] State Grid Hebei Elect Econ Res Inst, Planning Res Ctr, Shijiazhuang, Hebei, Peoples R China
[3] Tianjin Univ, Minist Educ, Key Lab Smart Grid, Tianjin, Peoples R China
[4] State Grid Xingtai Elect Power Supply Co, Xingtai, Hebei, Peoples R China
[5] State Grid Handan Elect Power Supply Co, Handan, Hebei, Peoples R China
[6] State Grid Hengshui Elect Power Supply Co, Hengshui, Hebei, Peoples R China
关键词
charging station; service area; multi-objective planning; dynamic traffic simulation; multi-objective particle swarm; VIKOR;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To address the issue that existing studies cannot take the impact of the existing service area and dynamic changes in traffic on planning of highway charging stations(CS) into consideration, a new practical planning method is proposed for the charging station of electric vehicle(EV) on the highway. First, taking into account the impact of the existing service areas, a multi-objective planning model was established, with the aiming of minimizing annual construction and maintenance costs and the daily charge waiting time of EVs. Then, a dynamic traffic simulation method based on link transmission model (LTM) is proposed. Further, the model was solved based on multi-objective particle swarm optimization and VIKOR method to obtain the optimal planning scheme. Finally, the validity of the proposed method are verified by the circular highway network.
引用
收藏
页码:2645 / 2649
页数:5
相关论文
共 50 条
  • [1] Electric vehicle charging load prediction and charging station planning considering traffic flow capture
    Sun, Liang
    Shen, Chang
    Zhu, Tongsheng
    Yang, Gelin
    Yang, Mao
    Sun, Yanxue
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2024, 44 (07): : 263 - 270
  • [2] Deployment of the Electric Vehicle Charging Station Considering Existing Competitors
    Zhao, Yiqi
    Guo, Ye
    Guo, Qinglai
    Zhang, Hongcai
    Sun, Hongbin
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) : 4236 - 4248
  • [3] Capacity Planning for an Electric Vehicle Charging Station Considering Fuzzy Quality of Service and Multiple Charging Options
    Zhao, Zhonghao
    Xu, Min
    Lee, Carman K. M.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (12) : 12529 - 12541
  • [4] Planning of electric bus charging station considering vehicle charging scheduling mechanism
    Xiao, Bai
    Zhu, Jiaxun
    Jiang, Zhuo
    Jiao, Mingxi
    Wang, Yao
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2022, 42 (01): : 148 - 155
  • [5] Planning of Highway Charging Station Based on Driving Distance and Dynamic Traffic Flow
    Yan, Jun
    Yan, Feng
    [J]. PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 1147 - 1151
  • [6] Optimal Layout of Electric Vehicle Charging Station Locations Considering Dynamic Charging Demand
    Li, Yongjing
    Pei, Wenhui
    Zhang, Qi
    Xu, Di
    Ma, Hao
    [J]. ELECTRONICS, 2023, 12 (08)
  • [7] Optimal Planning for Electric Vehicle Charging Station Considering the Constraint of Battery Capacity
    Zeng, Ming
    Zhan, Xiaohui
    Li, Yuanfei
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2016, 127
  • [8] Planning and Evaluation of Electric Vehicle Charging Stations Considering the Service Range
    Yu, Rongjiang
    Gao, Zhenyu
    Chen, Zhonghua
    Liu, Donglin
    Wang, Caiqian
    Hu, Qian
    Wu, Yu
    Wang, Yufei
    [J]. 2021 IEEE IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (IEEE I&CPS ASIA 2021), 2021, : 953 - 957
  • [9] Planning of electric vehicle charging station based on real time traffic flow
    Yin, Xiaoman
    Zhao, Xiangyang
    [J]. 2016 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2016,
  • [10] Location Planning of Charging Station for Electric Vehicle Based on Urban Traffic Flow
    Liu Guang
    Zeng Chengbi
    [J]. 2016 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2016,