Electric Taxi Charging Strategy Based on Stackelberg Game Considering Hotspot Information

被引:2
|
作者
Ma, Kai [1 ,2 ]
Hu, Xiaoyan [1 ,2 ]
Yang, Jie [1 ,2 ]
Yue, Zhiyuan [1 ,2 ]
Yang, Bo [3 ,4 ,5 ]
Liu, Zhixin [1 ,2 ]
Guan, Xinping [3 ,4 ]
机构
[1] Yanshan Univ, Engn Res Ctr, Minist Educ Intelligent Control Syst & Intelligen, Qinhuangdao 066004, Hebei, Peoples R China
[2] Yanshan Univ, Key Lab Ind Comp Control Engn Hebei Prov, Qinhuangdao 066004, Hebei, Peoples R China
[3] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[4] Shanghai Jiao Tong Univ, Minist Educ China, Key Lab Syst Control & Informat Proc, Shanghai 200240, Peoples R China
[5] Shanghai Engn Res Ctr Intelligent Control & Manag, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Public transportation; Games; Costs; Reliability; Electric vehicle charging; Charging stations; Uncertainty; Charging station; electric vehicles; hotspot information; reliability; Stackelberg game; VEHICLES;
D O I
10.1109/TVT.2022.3142938
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 large-scale application of electric taxis (ETs) in various regions has aroused great interest in developing high-efficiency charging solutions. ETs and charging stations (CSs) can send information to the information management center for real-time information sharing with the technical support of the vehicle-to-grid network. This paper studies the charging problem of intelligent transportation system composed of CSs and networked ETs. Each taxi selects the CS with the lowest charging cost based on the charging price and regional hotspot information. The CS obtains the strategy of taxi and adjusts the charging price to maximize its revenues. We use a multi-leader and multi-follower Stackelberg game to model the interaction between the CSs and ETs. Finally, the hotspot thematic map is generated by using the taxi information of the global positioning system in one day. Simulation results show that the model can effectively reduce the operating cost of taxis and guarantee the revenue of CSs considering the regional hotspot information and reliability coefficient.
引用
收藏
页码:2427 / 2436
页数:10
相关论文
共 50 条
  • [1] Power charging management strategy for electric vehicles based on a Stackelberg game
    Fei, Zhaoan
    Fu, Baochuan
    Xi, Xuefeng
    Wu, Zhengtian
    Chen, Zhenping
    Xu, Xinyin
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2020, 14 (05) : 432 - 439
  • [2] A dynamic pricing scheme for electric vehicle in photovoltaic charging station based on Stackelberg game considering user satisfaction
    Dai, Yeming
    Qi, Yao
    Li, Lu
    Wang, Baohui
    Gao, Hongwei
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2021, 154
  • [3] Stackelberg Game Based on Supervised Charging Method and Pricing Strategy of Charging Service Providers
    Shi, Yiwei
    Feng, Donghan
    Zhou, Ella
    Fang, Chen
    [J]. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2019, 34 : 742 - 751
  • [4] Voltage Regulation With Electric Taxi Based on Dynamic Game Strategy
    Ma, Kai
    Hu, Xiaoyan
    Yue, Zhiyuan
    Wang, Yuze
    Yang, Jie
    Zhao, Hui
    Liu, Zhixin
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (03) : 2413 - 2426
  • [5] Analysis of charging tariffs for residential electric vehicle users based on Stackelberg game
    Zheng, Zhonghai
    Zheng, Chaofeng
    Wei, Zhibin
    Xu, Lingyan
    [J]. ENERGY REPORTS, 2024, 12 : 1765 - 1776
  • [6] Nodal dynamic charging price formulation for electric vehicle through the Stackelberg game considering grid congestion
    Zhang, Qian
    Sun, Tao
    Ding, Zhuwei
    Li, Chunyan
    [J]. IET SMART GRID, 2021, 4 (05) : 461 - 473
  • [7] Optimal Charging Strategy of Plug-in Electric Taxi
    Sun, Lihao
    Yang, Jinfeng
    Yang, Zaiyue
    [J]. 2013 10TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2013, : 1532 - 1537
  • [8] Stackelberg-Game-Based Demand Response for At-Home Electric Vehicle Charging
    Yoon, Sung-Guk
    Choi, Young-June
    Park, Jong-Keun
    Bahk, Saewoong
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (06) : 4172 - 4184
  • [9] Charging Control of Electric Vehicles in Smart Grid: a Stackelberg Differential Game Based Approach
    Haitao Xu
    Hung Khanh Nguyen
    Xianwei Zhou
    Zhu Han
    [J]. Mobile Networks and Applications, 2021, 26 : 562 - 570
  • [10] Charging Control of Electric Vehicles in Smart Grid: a Stackelberg Differential Game Based Approach
    Xu, Haitao
    Hung Khanh Nguyen
    Zhou, Xianwei
    Han, Zhu
    [J]. MOBILE NETWORKS & APPLICATIONS, 2021, 26 (02): : 562 - 570