A Secure Intra-Regional-Inter-Regional Peer-to-Peer Electricity Trading System for Electric Vehicles

被引:7
|
作者
Zhao, Kairan [1 ]
Zhang, Meng [1 ]
Lu, Rongxing [2 ]
Shen, Chao [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Cyber Sci & Engn, Xian 710049, Peoples R China
[2] Univ New Brunswick, Fac Comp Sci, Fredericton, NB E3B 5A3, Canada
基金
中国国家自然科学基金;
关键词
Multi-objective optimization; peer-to-peer electricity trading; supermodular game;
D O I
10.1109/TVT.2022.3206015
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
Peer-to-peer (P2P) trading is becoming a prominent topic and demonstrating the development trend of integration with other theories in order to achieve an efficient allocation of electricity resources in the electric vehicle (EV) market. In this article, we present a novel Secure iNtra-regional-Inter-regional P2P Electricity Trading System (SNIPPETS) for EVs. A trading information prediction model is constructed based on Ensemble Learning, upon which an intra-regional-inter-regional trading mechanism is proposed to find the optimal electricity allocation strategy, including the price and volume of electricity traded between EVs, in order to maximize the regional overall social welfare. In the intra-regional-inter-regional trading mechanism, multi-objective optimization is performed within each region to coordinately maximize the benefits of different types of EVs, followed by an investigation of pricing competition among neighboring regions based on a supermodular game. Furthermore, blockchain is introduced to support transaction payments and improve data security and privacy. Finally, the proposed SNIPPETS is validated through case studies. Compared to the traditional energy trading system and representative existing trading systems, SNIPPETS can effectively improve the regional overall social welfare and has higher computational efficiency.
引用
收藏
页码:12576 / 12587
页数:12
相关论文
共 50 条
  • [11] Peer-to-Peer Electricity Trading: A Policy Approach for Rwanda
    Mabano, Rahman
    Thornburg, Jesse
    2023 IEEE PES 15TH ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE, APPEEC, 2023,
  • [12] Market-based coordination of regional electric and natural gas systems: a peer-to-peer energy trading model
    Sun G.
    Sun J.
    Chen S.
    Wei Z.
    Zang H.
    CSEE Journal of Power and Energy Systems, 2022,
  • [13] Peer to Peer Energy Trading with Electric Vehicles
    Alvaro-Hermana, R.
    Fraile-Ardanuy, Jesus
    Zufiria, Pedro J.
    Knapen, Luk
    Janssens, Davy
    IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2016, 8 (03) : 33 - 44
  • [14] Distributed Peer-to-Peer Electricity Trading Considering Network Loss in a Distribution System
    Zhang, Jin
    Hu, Cungang
    Zheng, Changbao
    Rui, Tao
    Shen, Weixiang
    Wang, Bo
    ENERGIES, 2019, 12 (22)
  • [15] Goal-Based Automation of Peer-to-Peer Electricity Trading
    Murkin, Jordan
    Chitchyan, Ruzanna
    Ferguson, David
    FROM SCIENCE TO SOCIETY: NEW TRENDS IN ENVIRONMENTAL INFORMATICS, 2018, : 139 - 151
  • [16] Merit evaluation of peer-to-peer electricity trading between prosumers
    Odashiro, Tomoya
    Hara, Ryoichi
    Kita, Hiroyuki
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2022, 17 (06) : 908 - 916
  • [17] A Blockchain based Peer-to-peer Electricity Trading Mechanism in Residential Electricity Market
    Zhang, Yang
    Yang, Qingyu
    An, Dou
    Li, Donghe
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 2646 - 2651
  • [18] Framework of locality electricity trading system for profitable peer-to-peer power transaction in locality electricity market
    Rao, Bokkisam Hanumantha
    Arun, Saravana Loganathan
    Selvan, Manickavasagam Parvathy
    IET SMART GRID, 2020, 3 (03) : 318 - 330
  • [19] TokenGreen: A Versatile NFT Framework for Peer-to-Peer Energy Trading and Asset Ownership of Electric Vehicles
    Naik, Madhusudan
    Singh, Akhilendra Pratap
    Pradhan, Nihar Ranjan
    Kumar, Neeraj
    Nayak, Amiya
    Guizani, Mohsen
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (08): : 13636 - 13646
  • [20] A Peer-to-Peer Electricity System and Its Simulation
    Chen, Zhe
    Xu, Peng
    Chen, Yongbao
    4TH ASIA CONFERENCE OF INTERNATIONAL BUILDING PERFORMANCE SIMULATION ASSOCIATION, 2019, 238