Locating and Sizing Electric Vehicle Chargers Considering Multiple Technologies

被引:6
|
作者
Schettini, Tommaso [1 ]
dell'Amico, Mauro [2 ]
Fumero, Francesca [3 ]
Jabali, Ola [4 ]
Malucelli, Federico [4 ]
机构
[1] HEC Montreal, Ecole Technol Super, GERAD, Montreal, PQ H3T 2A7, Canada
[2] Univ Modena & Reggio Emilia, Dept Sci & Methods Engn, I-42122 Modena, Italy
[3] Politecn Milan, Dipartimento Ingn Gestionale, I-20133 Milan, Italy
[4] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
关键词
charging station location; charging infrastructure planning; electric vehicles; facility location; CHARGING STATIONS; OPTIMIZATION; MODEL;
D O I
10.3390/en16104186
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In order to foster electric vehicle (EV) adoption rates, the availability of a pervasive and efficient charging network is a crucial requirement. In this paper, we provide a decision support tool for helping policymakers to locate and size EV charging stations. We consider a multi-year planning horizon, taking into account different charging technologies and different time periods (day and night). Accounting for these features, we propose an optimization model that minimizes total investment costs while ensuring a predetermined adequate level of demand coverage. In particular, the setup of charging stations is optimized every year, allowing for an increase in the number of chargers installed at charging stations set up in previous years. We have developed a tailored heuristic algorithm for the resulting problem. We validated our algorithm using case study instances based on the village of Gardone Val Trompia (Italy), the city of Barcelona (Spain), and the country of Luxembourg. Despite the variability in the sizes of the considered instances, our algorithm consistently provided high-quality results in short computational times, when compared to a commercial MILP solver. Produced solutions achieved optimality gaps within 7.5% in less than 90 s, often achieving computational times of less than 5 s.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Optimal sizing of fuel cell electric vehicle powertrain considering multiple objectives
    Zhang, Jianhui
    Xu, Liangfei
    Hu, Zunyan
    Liang, Chen
    Li, Jianqiu
    Ouyang, Minggao
    [J]. IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2020, : 317 - 322
  • [2] Nonisolated Electric Vehicle Chargers
    Wang, Jin
    Zhang, Yue
    Elshaer, Mohamed
    Perdikakis, William
    Yao, Chengcheng
    Zou, Ke
    Xu, Zhuxian
    Chen, Chingchi
    [J]. IEEE ELECTRIFICATION MAGAZINE, 2021, 9 (02): : 23 - 33
  • [3] Modeling of electric vehicle chargers
    Chan, MSW
    Chau, KT
    Chan, CC
    [J]. IECON '98 - PROCEEDINGS OF THE 24TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 1998, : 433 - 438
  • [4] Research on Electric Vehicle Electromagnetic Protection Considering Radiation of Two Wireless Chargers
    Mou, Wenting
    Lu, Mai
    [J]. WORLD ELECTRIC VEHICLE JOURNAL, 2022, 13 (06):
  • [5] Harmonic study of electric vehicle chargers
    School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, China
    [J]. Beijing Jiaotong Daxue Xuebao, 2008, 5 (85-88):
  • [6] Transmissions, Pumps, and Electric Vehicle Chargers
    El-Sherif, Nehad
    [J]. IEEE INDUSTRY APPLICATIONS MAGAZINE, 2021, 27 (06) : 82 - 85
  • [7] Harmonic study of electric vehicle chargers
    Lu, YX
    Jiang, JC
    [J]. ICEMS 2005: PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1-3, 2005, : 2404 - 2407
  • [8] Harmonic Characteristics Analysis of PWM-Based Electric Vehicle Chargers Considering Control Strategy
    Ding, Tong
    Chen, Hongkun
    Wu, Bin
    Hu, Pan
    [J]. 2018 18TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER (ICHQP), 2018,
  • [9] Harmonie Research of Electric Vehicle Fast Chargers
    Pan, Aiqiang
    Zhu, Yongwei
    Ren, Lijia
    Chen, Tiantian
    Wen, Sun
    Yun, Wang
    [J]. 2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 2545 - 2549
  • [10] Impacts of Electric Vehicle Chargers on the Power Grid
    Pinter, Laszlo
    Farkas, Csaba
    [J]. 2015 5TH INTERNATIONAL YOUTH CONFERENCE ON ENERGY (IYCE), 2015,