Centralized Scheduling Approach to Manage Smart Charging of Electric Vehicles in Smart Cities

被引:2
|
作者
Graber, Giuseppe [1 ]
Galdi, Vincenzo [1 ]
Calderaro, Vito [1 ]
Lamberti, Francesco [1 ]
Piccolo, Antonio [1 ]
机构
[1] Univ Salerno, Dept Ind Engn, Fisciano, SA, Italy
关键词
Charging Scheduling; Data Clustering; Electric Vehicles; Genetic Algorithms; Smart Charging; DEMAND; IMPACT;
D O I
10.5220/0006761002380245
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Electric vehicles (EVs) are emerging as the future of individual mobility systems in smart cities since they reduce greenhouse gas emissions and fossil fuel dependence. However, the deepening penetration of battery EVs forecasted for the incoming years could cause significant stress on distribution networks (DNs), as well as the need to address the growing energy demand. In order to limit the negative drawbacks associated with EVs charging demand, the paper proposes a centralized approach for the EVs smart charging, and its performance are compared with the uncontrolled charging approach. An optimization framework is formulated in order to reduce both the overall peak power demand and the EVs charging cost according to the electricity prices during the day. Finally, several Monte Carlo simulations are carried out to evaluate the benefits introduced by the proposed scheduling strategy on a real case study, in terms of charging cost for EVs' users, satisfaction of EVs charging needs, and flattening of the load profile.
引用
收藏
页码:238 / 245
页数:8
相关论文
共 50 条
  • [1] Optimal Charging Station Placement and Scheduling for Electric Vehicles in Smart Cities
    Alanazi, Fayez
    Alshammari, Talal Obaid
    Azam, Abdelhalim
    [J]. SUSTAINABILITY, 2023, 15 (22)
  • [2] A Review on Charging Systems for Electric Vehicles in Smart Cities
    Abd El Ghany, Mohamed A.
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON VEHICLE TECHNOLOGY AND INTELLIGENT TRANSPORT SYSTEMS (VEHITS), 2021, : 571 - 578
  • [3] A Smart Scheduling Strategy for Charging and Discharging of Electric Vehicles
    Sharma, Anurag
    Shih, Samson
    Srinivasan, Dipti
    [J]. 2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [4] Blockchain-enabled Charging Scheduling for Unmanned Vehicles in Smart Cities
    Qin, Chuhao
    Li, Pan
    Liu, Jun
    Liu, Jianqi
    [J]. JOURNAL OF INTERNET TECHNOLOGY, 2021, 22 (02): : 327 - 337
  • [5] Smart electric vehicle charging management for smart cities
    Vaidya, Binod
    Mouftah, Hussein T.
    [J]. IET SMART CITIES, 2020, 2 (01) : 4 - 13
  • [6] Optimal Charging Scheduling of Electric Vehicles in Smart Grids by Heuristic Algorithms
    Alonso, Monica
    Amaris, Hortensia
    Gardy Germain, Jean
    Manuel Galan, Juan
    [J]. ENERGIES, 2014, 7 (04) : 2449 - 2475
  • [7] Online Charging Scheduling Algorithms of Electric Vehicles in Smart Grid: An Overview
    Tang, Wanrong
    Bi, Suzhi
    Zhang, Ying Jun
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2016, 54 (12) : 76 - 83
  • [8] Smart charging profiles for electric vehicles
    Banez-Chicharro, Fernando
    Latorre, Jesus M.
    Ramos, Andres
    [J]. COMPUTATIONAL MANAGEMENT SCIENCE, 2014, 11 (1-2) : 87 - 110
  • [9] Smart Charging Infrastructure for Electric Vehicles
    Ul-Haq, Azhar
    Buccella, Concettina
    Cecati, Carlo
    Khalid, Hassan A.
    [J]. 2013 4TH INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP): RENEWABLE ENERGY RESOURCES IMPACT, 2013, : 163 - 169
  • [10] Smart charging and discharging of electric vehicles based on multi-objective robust optimization in smart cities
    Yao, Zhaosheng
    Wang, Zhiyuan
    Ran, Lun
    [J]. APPLIED ENERGY, 2023, 343