Stochastic Collaborative Planning Method for Electric Vehicle Charging Stations

被引：0
|
作者：
Wang, Shu [1 ]
Meng, Ke [1 ]
Luo, Fengji [2 ]
Xu, Zhao [3 ]
zheng, Yu [4 ]
机构：
[1] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW, Australia
[2] Univ Sydney, Sch Civil Engn, Sydney, NSW, Australia
[3] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
[4] CSG, Elect Power Res Inst, Guangzhou 510080, Guangdong, Peoples R China
来源：
2016 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM) | 2016年
关键词：
Electric vehicle; charging station; multi-objective optimization; distribution system planning; vehicle-to-grid;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Electric vehicles (EV) is a promising solution for reducing the environment adverse effect of road transport. In this study, a multi-objective, multi-stage collaborative planning model is proposed for the integrated EV charging stations and power distribution network. The proposed model aims to minimize the investment & operation costs of the distribution system and maximize the annually captured traffic flow. The uncertainties for both slow charging load and fast charging load are considered. The MOEA/D algorithm is employed to find the Pareto frontier of the proposed model. Simulations based on a case study of a 54-node distribution system and a 25-node traffic network system proves the effectiveness of proposed method.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Stochastic Collaborative Planning of Electric Vehicle Charging Stations and Power Distribution System
    Wang, Shu
    Dong, Zhao Yang
    Luo, Fengji
    Meng, Ke
    Zhang, Yongxi
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (01) : 321 - 331
  • [2] A Stochastic Collaborative Planning Approach for Electric Vehicle Charging Stations and Power Distribution System
    Wang, Shu
    Xu, Yan
    Dong, Zhao Yang
    Zhao, Junhua
    Yao, Weifeng
    Luo, Fengji
    Wang, Yijia
    [J]. 2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
  • [3] Stochastic Optimization of Electric Vehicle Charging Stations
    Chrysanidis, Georgios
    Kosmanos, Dimitrios
    Argyriou, Antonios
    Maglaras, Leandros
    [J]. 2019 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI 2019), 2019, : 1 - 7
  • [4] Planning of Charging Stations for Shared Electric Vehicle Based on Dynamic Stochastic Programming
    Wang, Yang
    Tang, Kuanwu
    Lai, Kexing
    Zhao, Zhenghui
    Xiong, Jun
    Liu, Wenliang
    [J]. Dianwang Jishu/Power System Technology, 2022, 46 (09): : 3485 - 3495
  • [5] Planning of Distribution Network with Electric Vehicle Charging Stations
    Liu, Shenghui
    Yang, Dongsheng
    [J]. PROCEEDINGS OF 2018 5TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS (CCIS), 2018, : 1091 - 1095
  • [6] The Planning of Electric Vehicle Charging Stations in the Urban Area
    Ge Shao-yun
    Feng Liang
    Liu Hong
    Wang Long
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
  • [7] STOCHASTIC GEOMETRY PLANNING OF ELECTRIC VEHICLES CHARGING STATIONS
    Atat, Rachad
    Ismail, Muhammad
    Seipedin, Erchin
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 3062 - 3066
  • [8] Planning Electric Vehicle Charging Stations Based on User Charging Behavior
    Li, Jinyang
    Sun, Xiaoshan
    Liu, Qi
    Zheng, Wei
    Liu, Hengchang
    Stankovic, John A.
    [J]. 2018 IEEE/ACM THIRD INTERNATIONAL CONFERENCE ON INTERNET-OF-THINGS DESIGN AND IMPLEMENTATION (IOTDI 2020), 2018, : 225 - 236
  • [9] Optimal expansion planning of electric vehicle fast charging stations
    Woo, Hyeon
    Son, Yongju
    Cho, Jintae
    Kim, Sung-Yul
    Choi, Sungyun
    [J]. APPLIED ENERGY, 2023, 342
  • [10] Layout planning of electric vehicle charging stations in urban areas
    Hou, Hui
    Tang, Junyi
    Wang, Yifan
    Xia, Xiaorong
    Wang, Fei
    Hu, Pengfei
    Xie, Changjun
    [J]. Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2022, 50 (14): : 181 - 187
12345