QoS guaranteed online management of battery swapping station under dynamic energy pricing

被引:13
作者
Wang, Luhao [1 ]
Pedram, Massoud [1 ]
机构
[1] Univ Southern Calif, Dept Elect Engn, Los Angeles, CA 90089 USA
关键词
ELECTRIC VEHICLE; OPERATION; MODEL;
D O I
10.1049/iet-cps.2018.5041
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Further popularisation of electric vehicles (EVs) is hindered by their relatively short driving distance and long battery charging time. To overcome these shortcomings, the battery swapping station (BSS) has been proposed as a means of satisfying the increasing demands for fast EV battery recharging. At a BSS, (partially) depleted batteries from EVs can be replaced with partially or fully charged ones almost instantaneously. Recharging scheduling and maintenance of batteries are done by the operator of BSS, with the target of minimising electrical energy costs while satisfying customer demands. In this study, the authors consider a realistic BSS framework in which EVs can arrive at BSS with time of day dependent rates having different battery state-of-charges. They investigate the battery charging scheduling problem in the BSS under a dynamic energy pricing. They solve (i) an online optimal BSS control problem to minimise the energy cost with a quality-of-service (QoS) guarantee, and (ii) an offline optimal BSS design problem to determine the optimal number of stored batteries so as to achieve a desirable tradeoff between flexibility in charging and amortised battery costs. The experimental results show that the total charging energy cost can be reduced significantly under different traffic scenarios.
引用
收藏
页码:259 / 264
页数:6
相关论文
共 20 条
  • [1] Albadi AH, 2007, IEEE POWER ENG SOC, P1665
  • [2] The long-run efficiency of real-time electricity pricing
    Borenstein, S
    [J]. ENERGY JOURNAL, 2005, 26 (03) : 93 - 116
  • [3] Boyd Stephen P., 2014, Convex Optimization
  • [4] Cui T., 2012, PROC, P1, DOI DOI 10.1109/ISGT.2012.6175810
  • [5] Grant M., 2014, CVX: Matlab software for disciplined convex programming (web page and software)
  • [6] Li J, 2015, ASIA S PACIF DES AUT, P261, DOI 10.1109/ASPDAC.2015.7059015
  • [7] Business Model for Subscription Service for Electric Vehicles Including Battery Swapping, for San Francisco Bay Area, California
    Lidicker, Jeffrey
    Lipman, Timothy
    Williams, Brett
    [J]. TRANSPORTATION RESEARCH RECORD, 2011, (2252) : 83 - 90
  • [8] A review on the key issues for lithium-ion battery management in electric vehicles
    Lu, Languang
    Han, Xuebing
    Li, Jianqiu
    Hua, Jianfeng
    Ouyang, Minggao
    [J]. JOURNAL OF POWER SOURCES, 2013, 226 : 272 - 288
  • [9] A Review of Charge Scheduling of Electric Vehicles in Smart Grid
    Mukherjee, Joy Chandra
    Gupta, Arobinda
    [J]. IEEE SYSTEMS JOURNAL, 2015, 9 (04): : 1541 - 1553
  • [10] Guidelines for the prevention of intravascular catheter-related infections
    O'Grady, NP
    Alexander, M
    Dellinger, EP
    Gerberding, JL
    Heard, SO
    Maki, DG
    Masur, H
    McCormick, RD
    Mermel, LA
    Pearson, ML
    Raad, II
    Randolph, A
    Weinstein, RA
    [J]. INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY, 2002, 23 (12) : 759 - 769