A decentralized power dispatch strategy in an electric vehicle charging station

被引:3
|
作者
Yin, He [1 ]
Alsabbagh, Amro [2 ]
Ma, Chengbin [2 ]
机构
[1] Univ Tennessee, Min H Kao Dept Elect Engn & Comp Sci, Knoxville, TN USA
[2] Shanghai Jiao Tong Univ, Univ Michigan Shanghai Jiao Tong Univ Joint Inst, Shanghai 200240, Peoples R China
关键词
ENERGY;
D O I
10.1049/els2.12002
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
In this study, a decentralized power dispatch in a charging station serving electric vehicles (EVs) is discussed. The power dispatch problem is solved through a Stackelberg game in real time. In this game, the leader is the EV charging station (EVCS) while the followers are EVs. The preferences of the EVCS are designed as being self-sufficient, providing charging services to the EVs, and maintaining the energy level of the battery energy storage system (BESS), which are described through different utility functions. In addition, the preferences of followers are to maximize their EV charging powers. The learning algorithm utilizes the consensus network to reach the generalized Stackelberg equilibrium as the power dispatch among EVs in an iterative decentralized manner. Both the static and dynamic case studies in the simulation verify the successful implementation of the proposed strategy, the flexibility to uncertainties and the re-configurability to the number of EVs. It also has an excellent performance compared with the centralized benchmark strategy with criteria, that is, the average EV charging time, the number of charge and discharge rate of the BESS and energy exchange to the grid. Finally, a down-scaled experiment implementation is set up to validate the functionality and the effectiveness of the game theory-based strategy.
引用
收藏
页码:25 / 35
页数:11
相关论文
共 50 条
  • [1] An ultrafast electric vehicle charging station as an object of decentralized power engineering
    P. P. Ivanov
    [J]. High Temperature, 2016, 54 : 118 - 123
  • [2] An ultrafast electric vehicle charging station as an object of decentralized power engineering
    Ivanov, P. P.
    [J]. HIGH TEMPERATURE, 2016, 54 (01) : 118 - 123
  • [3] Optimal power dispatch of a centralised electric vehicle battery charging station with renewables
    Li, Wenjin
    Tan, Xiaoqi
    Sun, Bo
    Tsang, Danny H. K.
    [J]. IET COMMUNICATIONS, 2018, 12 (05) : 579 - 585
  • [4] Electric vehicle mobile charging station dispatch algorithm
    Atmaja, Tinton Dwi
    Mirdanies, Midriem
    [J]. 2ND INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY ENGINEERING AND APPLICATION (ICSEEA) 2014 SUSTAINABLE ENERGY FOR GREEN MOBILITY, 2015, 68 : 326 - 335
  • [5] Decentralized Optimization of Ordered Charging Scheduling in Electric Vehicle Charging Station
    Cheng, Shan
    Wang, Xianning
    Feng, Yichen
    [J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2018, 42 (01): : 39 - 46
  • [6] A Non-cooperative Game Based Charging Power Dispatch in Electric Vehicle Charging Station and Charging Effect Analysis
    Zhang, Jing
    Yuan, Ruiming
    Yan, Dongxiang
    Li, Taoyong
    Jiang, Zhenyu
    Ma, Chengbin
    Chen, Tianjin
    Luo, Gengyu
    [J]. 2018 2ND IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2018,
  • [7] Optimal Scheduling Strategy of Charging Station Considering Reactive Power of Electric Vehicle Charging Pile
    Zhao, Zhongyu
    Wang, Guan
    Zhao, Haoran
    Li, Bo
    Liu, Suxian
    Lin, Hanliang
    [J]. 2021 IEEE IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (IEEE I&CPS ASIA 2021), 2021, : 372 - 377
  • [8] Energy Management Strategy for Electric Vehicle Charging Station as Flexible Power Reserve
    Husnain, Ali
    Bamigbade, Abdullahi
    AlBeshr, Hamad
    Ghaoud, Tareg
    [J]. IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2021,
  • [9] Control Strategy for Electric Vehicle Charging Station Power Converters with Active Functions
    Barrero-Gonzalez, Fermin
    Isabel Milanes-Montero, Maria
    Gonzalez-Romera, Eva
    Romero-Cadaval, Enrique
    Roncero-Clemente, Carlos
    [J]. ENERGIES, 2019, 12 (20)
  • [10] Optimal dispatch of hydrogen/electric vehicle charging station based on charging decision prediction
    Zheng, Wendi
    Li, Jiurong
    Shao, Zhenguo
    Lei, Kebo
    Li, Jihui
    Xu, Zhihong
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2023, 48 (69) : 26964 - 26978