Power charging management strategy for electric vehicles based on a Stackelberg game

被引:10
|
作者
Fei, Zhaoan [1 ]
Fu, Baochuan [1 ]
Xi, Xuefeng [1 ]
Wu, Zhengtian [1 ]
Chen, Zhenping [1 ]
Xu, Xinyin [1 ]
机构
[1] Suzhou Univ Sci & Technol, Sch Elect & Informat Engn, SND, 1 Kerui Rd, Suzhou, Peoples R China
关键词
decision making; battery powered vehicles; game theory; power grids; pricing; inverse problems; electric vehicle charging; power charging management strategy; electric vehicles charging efficiency; power grid; EV users; charging control strategy; 1-N-type Stackelberg game; retailers; power decision making; charging strategy; game model; disordered charging process; static time-sharing electricity prices; charging cost reduction; ENERGY MANAGEMENT;
D O I
10.1049/iet-its.2019.0122
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
Increasing electric vehicles (EV) charging efficiency and reducing charging cost are important issues of EVs power management and key factor that affect the spread of EVs. Researching the competitive relationship between power grids and EV users is the key to solving this problem. Therefore, the authors propose a charging control strategy that is based on a 1-N-type Stackelberg game. In the game, power grid, retailers, and users are all able to do power decision making. Thus, the charging strategy here can flexibly meet different demands of power grid, retailers, and users. The equilibrium of the game model is solved by the inverse induction method. The benefits are compared by simulation, by the disordered charging process, and by charging control methods based on static time-sharing electricity prices. The influence of the parameters on the charging process in the game model is analysed, and the feasibility of the proposed method is verified. Results show that load peak is reduced by 34.9% while users' charging costs are reduced by 25.1%. The approaches they proposed can effectively solve the competition between the two.
引用
收藏
页码:432 / 439
页数:8
相关论文
共 50 条
  • [41] Power Allocation Strategy of Untrusted Relay Network Based on Stackelberg Game
    Xu, Donghui
    Yao, Rugui
    Zhang, Yuxin
    Fan, Ye
    Zuo, Xiaoya
    2021 IEEE 32ND ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2021,
  • [42] Optimal scheduling management of the parking lot and decentralized charging of electric vehicles based on Mean Field Game
    Lin, Runzi
    Xu, Zhenhui
    Huang, Xiaoliang
    Gao, Jinwu
    Chen, Hong
    Shen, Tielong
    APPLIED ENERGY, 2022, 328
  • [43] An Interactive Decision Making Model Based on Energy and Reserve for Electric Vehicles and Power Grid Using Generalized Stackelberg Game
    Li, Yuanzheng
    Zhao, Tianyang
    Liu, Chang
    Li, Kaicheng
    Wang, Ping
    Ding, Zhaohao
    2018 IEEE/IAS 54TH INDUSTRIAL AND COMMERCIAL POWER SYSTEMS TECHNICAL CONFERENCE (I&CPS), 2018,
  • [44] Wireless Power Charging on Electric Vehicles
    Khan-ngern, Werachet
    Zenkner, Heinz
    2014 INTERNATIONAL ELECTRICAL ENGINEERING CONGRESS (IEECON), 2014,
  • [45] A Novel Mean Field Game-Based Strategy for Charging Electric Vehicles in Solar Powered Parking Lots
    Muhindo, Samuel M.
    Malhame, Roland P.
    Joos, Geza
    ENERGIES, 2021, 14 (24)
  • [46] Stackelberg game optimization scheduling strategy for aggregated electric vehicles considering customer satisfaction and the road network
    Zhang M.
    Wang X.
    Yang X.
    Zhang A.
    Fu Y.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2024, 52 (03): : 1 - 11
  • [47] A Stackelberg Game Modelling Approach for Aggregator Pricing and Electric Vehicle Charging
    Wang, Zhuo
    Yue, Dong
    Liu, Jiajia
    Xu, Zhenzhe
    2019 IEEE 28TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2019, : 2209 - 2213
  • [48] Power Management Strategy of Hcybrid Electric Vehicles Based on Particle Swarm Optimization
    Hu, Changjian
    Gao, Yimin
    Alex, Q. Huang
    2015 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2015,
  • [49] Power Management Strategy of Hybrid Electric Vehicles Based on Quadratic Performance Index
    Xia, Chaoying
    Zhang, Cong
    ENERGIES, 2015, 8 (11): : 12458 - 12473
  • [50] Efficient Power Management Strategy of Electric Vehicles Based Hybrid Renewable Energy
    Mohamed, Naoui
    Aymen, Flah
    Ali, Ziad M.
    Zobaa, Ahmed F.
    Abdel Aleem, Shady H. E.
    SUSTAINABILITY, 2021, 13 (13)