Blockchain-enabled electric vehicle orderly charging optimization

被引:1
|
作者
Zhang, Ningwei [1 ,2 ]
Zhi, Tonghui [2 ]
Zhang, Yuli [2 ,3 ]
机构
[1] Lanzhou Univ, Sch Management, Lanzhou, Peoples R China
[2] Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
[3] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
Electric vehicle; orderly charging management; blockchain; smart contract; constraint generation algorithm; CHOICE BEHAVIOR; NAVIGATION; STATIONS; LOCATION; STRATEGY; MODEL;
D O I
10.1080/01605682.2024.2320867
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The increasing prevalence of electric vehicles (EVs) urges charging station operators (CSOs) to expand their networks. However, currently CSOs operate independent EV charging service platforms separately, which poses inconvenience for EV users and hinders the efficient utilization of charging infrastructure. This paper introduces a consortium blockchain-enabled EV charging service platform (CB-EVCSP), which leverages novel orderly charging guidance models (OCGMs) encoded as smart contracts to integrate and coordinate the efforts of CSOs. The CB-EVCSP not only mitigates trust and security concerns but also enhances the utilization of charging facilities. Both multinomial logit (MNL) and mixed MNL models are developed to characterize the interaction between charging station recommendations and EV users' choice behaviors, where a coefficient of variation based fairness criterion is used to ensure distribution fairness. We provide equivalent reformulations and design efficient constraint generation algorithms. Numerical experiments are conducted to validate the effectiveness of the proposed models and algorithms.
引用
收藏
页码:2404 / 2420
页数:17
相关论文
共 50 条
  • [31] Blockchain-enabled intelligent toll management system
    Islam, Shahid
    Nigar, Natasha
    Ajagbe, Sunday Adeola
    Adigun, Matthew O.
    JOURNAL OF INTELLIGENT SYSTEMS, 2024, 33 (01)
  • [32] A novel electric vehicle charging chain design based on blockchain technology
    Wang, Jian
    ENERGY REPORTS, 2022, 8 : 785 - 793
  • [33] Blockchain Based Trading Platform for Electric Vehicle Charging in Smart Cities
    Lasla, Noureddine
    Al-Ammari, Maryam
    Abdallah, Mohamed
    Younis, Mohamed
    IEEE OPEN JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 1 (01): : 80 - 92
  • [34] An Efficient Blockchain-based Electric Vehicle Charging Management System
    Khoumsi, Ahmed
    26TH IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (IEEE ISCC 2021), 2021,
  • [35] Research on the Market Transaction Mechanism of Orderly Charging of Electric Vehicles Based on Blockchain to Participate in Demand Response
    Bai, Desheng
    Yu, Xiaokun
    Zhou, Lei
    Xue, Wenhao
    Li, Guomin
    2022 9TH INTERNATIONAL FORUM ON ELECTRICAL ENGINEERING AND AUTOMATION, IFEEA, 2022, : 221 - 225
  • [36] Research on Optimization Scheme of Task Offloading in Blockchain-enabled Fog Networks
    Huang Xiaoge
    Liu Xin
    He Yong
    Chen Qianbin
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2022, 44 (07) : 2440 - 2448
  • [37] A secure blockchain-enabled vehicle identity management framework for intelligent transportation systems
    Das, Debashis
    Dasgupta, Kousik
    Biswas, Utpal
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 105
  • [38] Blockchain-Enabled Car Sharing Platform: Enhancing Reliability and Vehicle History Management
    Ben Tolila, Chen
    Hovav, Yarden
    Danilchenko, Kiril
    Daltrophe, Hadassa
    2023 5TH CONFERENCE ON BLOCKCHAIN RESEARCH & APPLICATIONS FOR INNOVATIVE NETWORKS AND SERVICES, BRAINS, 2023,
  • [39] Blockchain-Enabled Techniques for Energy Internet of Things: A Review
    He, Qiulin
    Liu, Mingzhe
    Wang, Jianping
    Liu, Runxi
    BLOCKCHAIN AND TRUSTWORTHY SYSTEMS, BLOCKSYS 2022, 2022, 1679 : 134 - 146
  • [40] A taxonomy of blockchain-enabled softwarization for secure UAV network
    Kumari, Aparna
    Gupta, Rajesh
    Tanwar, Sudeep
    Kumar, Neeraj
    COMPUTER COMMUNICATIONS, 2020, 161 : 304 - 323