Menu-Based Pricing for Electric Vehicle Charging in a Mobile Charging Service for Maximizing Charging Station's Profit and Social Welfare: A Stackelberg Game

被引:1
作者
Qureshi, Ubaid [1 ,2 ]
Ghosh, Arnob [3 ]
Panigrahi, Bijaya Ketan [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Delhi 110016, India
[2] Univ Kashmir, Srinagar 190006, India
[3] New Jersey Inst Technol, Dept Elect & Comp Engn, Newark, NJ 07102 USA
关键词
Pricing; Electric vehicle charging; Charging stations; Mobile computing; Energy consumption; Games; Costs; Batteries; Urban areas; Optimization; Mobile charging station; menu-based-pricing; social welfare maximization; electric vehicle; Stackelberg game;
D O I
10.1109/TIA.2024.3522902
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a novel menu-based pricing strategy tailored for electric vehicle (EV) charging within the context of a mobile charging service (MCS), aiming to maximize social welfare and the profit of charging stations. Operating within the MCS framework, where mobile charging vehicles (MCVs) are deployed strategically based on EV charging requests, the primary challenge lies in effectively assigning multiple requests to each charging MCV amidst spatially and temporally random EV charging requests. To tackle this, we propose a menu-based pricing mechanism empowering EV owners to select options that best align with their preferences and requirements. Formulated as a bi-level programming problem and conceptualized as a Stackelberg game between the charging service operator and EV owners, our pricing strategy optimizes profit while considering EV owner reactions. We develop a heuristic method to solve this complex optimization problem iteratively, updating the pricing strategy based on outcomes. Overall, our menu-based pricing strategy offers dynamic demand management and optimal resource utilization, contributing to the sustainability and scalability of the MCS ecosystem.
引用
收藏
页码:3447 / 3456
页数:10
相关论文
共 18 条
[1]   Mobile Charging Station: A Complementary Charging Technology for Electric Vehicles [J].
Afshar, Shahab ;
Pecenak, Zachary K. ;
Disfani, Vahid .
2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022), 2022, :953-957
[2]   Optimal Charging and Discharging Operation of Mobile Charging Stations [J].
Aktar, Abdullah Kursat ;
Tascikaraoglu, Akin ;
Catalao, Joao P. S. .
2022 INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES, SEST, 2022,
[3]   A Bilevel Approach for Optimal Price-Setting of Time-and-Level-of-Use Tariffs [J].
Besancon, Mathieu ;
Anjos, Miguel F. ;
Brotcorne, Luce ;
Gomez-Herrera, Juan A. .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (06) :5462-5465
[4]   Optimal Security Charging Service for Electric Vehicles by Mobile Charging Stations: Dynamic Contract-based Approach [J].
Chen, Huwei ;
Zhao, Yong ;
Zhang, Rongbin ;
Chen, Zhihui ;
Chen, Shijun .
PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, :4627-4632
[5]   Control of Charging of Electric Vehicles Through Menu-Based Pricing [J].
Ghosh, Arnob ;
Aggarwal, Vaneet .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (06) :5918-5929
[6]  
Hengjing Zhang, 2019, 2019 2nd World Symposium on Communication Engineering (WSCE). Proceedings, P164, DOI 10.1109/WSCE49000.2019.9040972
[7]   Design of a Mobile Charging Service for Electric Vehicles in an Urban Environment [J].
Huang, Shisheng ;
He, Liang ;
Gu, Yu ;
Wood, Kristin ;
Benjaafar, Saif .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 16 (02) :787-798
[8]  
Hung-Yu Chen, 2016, 2016 International Symposium on VLSI Technology, Systems and Application (VLSI-TSA), P1, DOI 10.1109/VLSI-TSA.2016.7480498
[9]   Charging Electric Vehicles with Valet: a Novel Business Model to Promote Transportation Electrification [J].
Lai, Zhijie ;
Li, Sen .
2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, :1342-1348
[10]   Deadline Differentiated Dynamic EV Charging Price Menu Design [J].
Lu, Chenbei ;
Wu, Jiaman ;
Cui, Jingshi ;
Xu, Yanyan ;
Wu, Chenye ;
Gonzalez, Marta C. .
IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (01) :502-516