Collaborative Planning of Community Charging Facilities and Distribution Networks

被引:1
|
作者
Diao, Xiao-Hong [1 ]
Zhang, Jing [1 ]
Wang, Rui-Yu [2 ]
Jia, Jiang-Wei [3 ]
Chang, Zhi-Liang [3 ]
Li, Bin [1 ]
Zhao, Xuan [1 ]
机构
[1] China Elect Power Res Inst, Battery Swap, Beijing Lab, Beijing Engn Technol Res Ctr Elect Vehicle Chargin, Beijing 100192, Peoples R China
[2] Nanyang Feilong Power Supply Serv Co Ltd, Xinye Cty Branch, Nanyang 473500, Peoples R China
[3] Tiangong Univ, Sch Elect Engn, Tianjin 300387, Peoples R China
来源
WORLD ELECTRIC VEHICLE JOURNAL | 2023年 / 14卷 / 06期
关键词
collaborative planning; charging facility; distribution network; electric vehicle; charging load forecasting; community;
D O I
10.3390/wevj14060143
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
The construction of community charging facilities and supporting distribution networks based on the predicted results of electric vehicle (EV) charging power in saturation year has resulted in a large initial idleness of the distribution network and a serious waste of assets. To solve this problem, this paper proposes a collaborative planning method for urban community charging facilities and distribution networks. First, based on the load density method and occupancy rate to predict the base electricity load in the community, the Bass model and charging probability are used to predict the community's electric vehicle charging load. Taking the minimum annual construction and operation costs of the community distribution network as the objective function, the power supply topology of the distribution network for a new community is optimized by using Prim and single-parent genetic algorithms. Finally, the proposed scheme is verified by using the actual community data of a certain city in China as an analysis example, and the scheme of one-time planning of the distribution network and yearly construction of charging facilities is given.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] A Review of Research on Electric Vehicle Charging Facilities Planning in China
    Deng, Lei
    Liu, Min
    PROCEEDINGS OF 2017 2ND INTERNATIONAL CONFERENCE SUSTAINABLE AND RENEWABLE ENERGY ENGINEERING (ICSREE 2017), 2017, : 27 - 32
  • [22] Electric vehicle charging infrastructure planning for integrated transportation and power distribution networks: A review
    Unterluggauer, Tim
    Rich, Jeppe
    Andersen, Peter Bach
    Hashemi, Seyedmostafa
    ETRANSPORTATION, 2022, 12
  • [23] Collaborative planning of electric vehicle integrated charging and swapping stations and distribution network for carbon emission reduction
    Liu, Wenjin
    Xin, Shijin
    Zhang, Zhaoxu
    Fan, Changhui
    Hao, Guojie
    Xu, Qing
    ENERGY REPORTS, 2024, 12 : 5846 - 5862
  • [24] A Multi-Objective Collaborative Planning Strategy for Integrated Power Distribution and Electric Vehicle Charging Systems
    Yao, Weifeng
    Zhao, Junhua
    Wen, Fushuan
    Dong, Zhaoyang
    Xue, Yusheng
    Xu, Yan
    Meng, Ke
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (04) : 1811 - 1821
  • [25] Coordinated Planning between Charging Facilities of Electric Vehicles and Concerned Distribution System Considering Random Risk Cost
    Guo, Lei
    Wen, Fushuan
    Wang, Kewen
    2020 INTERNATIONAL CONFERENCE ON SMART GRIDS AND ENERGY SYSTEMS (SGES 2020), 2020, : 1027 - 1032
  • [26] A Planning Model for Charging Facilities of Electric Vehicles Considering Spatial and Temporal Characteristics of Charging Demands
    Liao, Binjie
    Mao, Jianwei
    Li, Liang
    Li, Bo
    Yang, Jun
    Wen, Fushuan
    Salam, Md. Abdus
    2016 IEEE 2ND ANNUAL SOUTHERN POWER ELECTRONICS CONFERENCE (SPEC), 2016,
  • [27] Optimal planning of electric vehicle charging stations comprising multi-types of charging facilities
    Luo, Lizi
    Gu, Wei
    Zhou, Suyang
    Huang, He
    Gao, Song
    Han, Jun
    Wu, Zhi
    Dou, Xiaobo
    APPLIED ENERGY, 2018, 226 : 1087 - 1099
  • [28] An incentive mechanism for charging scheme in heterogeneous collaborative networks
    Wang, Kun
    Wu, Meng
    Lu, Weifeng
    Xia, Pengrui
    Shen, Subin
    PROCEEDINGS OF THE 2008 12TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, VOLS I AND II, 2008, : 559 - 564
  • [29] Collaborative strategy for electric vehicle charging scheduling and route planning
    Zhang, Jingyi
    Jing, Wenpeng
    Lu, Zhaoming
    Wu, Haotian
    Wen, Xiangming
    IET SMART GRID, 2024, 7 (05) : 628 - 642
  • [30] Stochastic Collaborative Planning Method for Electric Vehicle Charging Stations
    Wang, Shu
    Meng, Ke
    Luo, Fengji
    Xu, Zhao
    zheng, Yu
    2016 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2016,