Optimal charging of Electric Vehicles in residential area

被引:47
|
作者
Ayyadi, Soumia [1 ]
Bilil, Hasnae [1 ]
Maaroufi, Mohamed [1 ]
机构
[1] Mohammed V Univ, Mohammadia Sch Engineers, Elect Dept, Rabat, Morocco
来源
关键词
Management policy of Electric Vehicles; Day-ahead electricity price; Electric Vehicles; Initial state of charge; Linear programming; Monte Carlo method; Residential area; PLUG-IN HYBRID; ENERGY; IMPACTS; STORAGE;
D O I
10.1016/j.segan.2019.100240
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
Uncoordinated Electric Vehicles (EVs) charging can lead to incremental overloads, power losses and voltage fluctuations which are stressful and harmful for the distribution networks. To overcome these consequences, using EVs charging strategies is becoming of tremendous importance. We propose in this paper a new approach aiming at minimizing the EVs charging cost based on the day-ahead electricity price (DAEP) and battery degradation cost subject to the EVs state of charge (SOC) limits, the EVs maximum power charger, the EVs batteries full charging at the end of the charging period and the distribution feeder subscribed power. Besides, to deal with the EVs arrival and departure time uncertainties, Monte Carlo Simulations (MCS) have been applied based on the probability density functions of these parameters, while the EV's initial SOC uncertainties are estimated based on their daily mileage. Finally, to show the efficiency of the proposed approach, a single phase Low Voltage (LV) distribution network in a residential area has been deployed with an EVs penetration rate of 50% and 100%. In this study, the optimization problem is solved using linear programming method. The results show that the proposed approach allows to reduce the EVs charging cost by 50% and 38% for 100% and 50% of EVs penetration rate respectively compared to uncoordinated EVs charging. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Analysis of Charging Demand of Electric Vehicles in Residential Area
    Chen, Tsai-Hsiang
    Liao, Rih-Neng
    PROCEEDINGS OF THE 2013 THE INTERNATIONAL CONFERENCE ON REMOTE SENSING, ENVIRONMENT AND TRANSPORTATION ENGINEERING (RSETE 2013), 2013, 31 : 27 - 31
  • [2] Coordinated charging optimization mode of electric vehicles in the residential area
    Liu, Xingping
    Li, Shijun
    Yu, Haoming
    Zhang, Lei
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2015, 30 (20): : 238 - 245
  • [3] Research on Optimal Control of Electric Vehicle Charging in Residential Area
    Sun Bo
    Su Zhongpei
    Wei Dajun
    Li Yan
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 8617 - 8621
  • [4] Dynamic electric vehicles charging load allocation strategy for residential area
    Wang, Yi
    Ma, Xiu
    Wang, Feihong
    Hou, Xingzhe
    Sun, Hongliang
    Zheng, Ke
    ARCHIVES OF ELECTRICAL ENGINEERING, 2018, 67 (03) : 641 - 654
  • [5] Optimal Charging of Plug-in Electric Vehicle (PEV) in Residential Area
    Turker, Harun
    2018 IEEE TRANSPORTATION AND ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2018, : 243 - 247
  • [6] Ordered Electric Vehicles Charging Scheduling Algorithm Based on Bidding in Residential Area
    Cheng, Xiao
    Sheng, Jinma
    Rong, Xiuting
    Zhang, Hui
    Feng, Lei
    Shao, Sujie
    INFORMATION, 2020, 11 (01)
  • [7] US residential charging potential for electric vehicles
    Traut, Elizabeth J.
    Cherng, TsuWei Charlie
    Hendrickson, Chris
    Michalek, Jeremy J.
    TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2013, 25 : 139 - 145
  • [8] Optimal charging strategy for electric vehicles in residential charging station under dynamic spike pricing policy
    Gong, Lili
    Cao, Wu
    Liu, Kangli
    Zhao, Jianfeng
    SUSTAINABLE CITIES AND SOCIETY, 2020, 63
  • [9] A Dynamic Point of Preferred Operation (PPO) Scheme for Charging Electric Vehicles in a Residential Area
    Aswantara, I. Komang Adi
    Ko, Kab Seok
    Sung, Dan Keun
    2013 INTERNATIONAL CONFERENCE ON CONNECTED VEHICLES AND EXPO (ICCVE), 2013, : 201 - 206
  • [10] Research on Coordinated Charging Control Strategy Load Optimization of Electric Vehicles in Residential Area
    Wang, Yingqiu
    Zhang, Jian
    Li, Lei
    Zhang, Jing
    Liu, Weidong
    Li, Dan
    Liu, Zhibin
    Liu, Yajing
    2020 4TH INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2020), 2020, 510