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
  • [1] A blockchain-enabled personalized charging system for electric vehicles
    Li, Xinran
    Wang, Wei
    Jin, Kun
    Gu, Hao
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 161
  • [2] BESTS: Blockchain-enabled electric vehicles scheduling and coordination scheme at charging station
    Gupta, Rajesh
    Kakkar, Riya
    Chaudhary, Sachi
    Tanwar, Sudeep
    Polkowski, Zdzislaw
    Alqahtani, Fayez
    Tolba, Amr
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2025, 41
  • [3] Policy optimization and practical applications in blockchain-enabled electric vehicle battery recycling system
    Li, Zhuoqun
    Wei, Jinsong
    COMPUTERS & INDUSTRIAL ENGINEERING, 2025, 204
  • [4] A Framework for Blockchain-Enabled Internet of Electric Vehicles Charging Station Sustainability Performance Evaluation
    Naik, Madhusudan
    Singh, Akhilendra Pratap
    Pradhan, Nihar Ranjan
    Almuhaideb, Abdullah Mohammed
    Kumar, Neeraj
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (05): : 4726 - 4737
  • [5] An Electric Vehicle Charging Reservation Approach Based on Blockchain
    Cao, Sheng
    Dang, Sixuan
    Du, Xiaojiang
    Guizani, Mohsen
    Zhang, Xiaosong
    Huang, Xiaoming
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [6] Consensus Mechanism for Blockchain-Enabled Vehicle-to-Vehicle Energy Trading in the Internet of Electric Vehicles
    Abishu, Hayla Nahom
    Seid, Abegaz Mohammed
    Yacob, Yasin Habtamu
    Ayall, Tewodros
    Sun, Guolin
    Liu, Guisong
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (01) : 946 - 960
  • [7] Deep Reinforcement Learning based Performance Optimization in Blockchain-Enabled Internet of Vehicle
    Liu, Mengting
    Teng, Yinglei
    Yu, F. Richard
    Leung, Victor C. M.
    Song, Mei
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [8] Electric vehicle charging load prediction considering the orderly charging
    Tian, Jiang
    Lv, Yang
    Zhao, Qi
    Gong, Yucheng
    Li, Chun
    Ding, Hongen
    Yu, Yu
    ENERGY REPORTS, 2022, 8 : 124 - 134
  • [9] Electric Vehicle Charging Queue Management with Blockchain
    Thakur, Subhasis
    Breslin, John G.
    INTERNET OF VEHICLES: TECHNOLOGIES AND SERVICES TOWARDS SMART CITY (IOV 2018), 2018, 11253 : 249 - 264
  • [10] Blockchain Based Autonomous Selection of Electric Vehicle Charging Station
    Pustisek, Matevz
    Kos, Andrej
    Sedlar, Urban
    2016 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI), 2016, : 217 - 222