Optimal charging of electric vehicles for cost minimization in re-configurable active distribution network considering conservation voltage reduction

被引:0
|
作者
Singh, Shailendra [1 ]
Barnwal, Akhilesh K. [1 ]
Verma, Mitresh K. [1 ]
机构
[1] IIT BHU, Dept Elect Engn, Varanasi, India
关键词
Plug-in electric vehicles (PEVs); State of charge (SOC); time of use (TOU); active distribution network (ADN); network re-configuration; conservation voltage reduction (CVR); MODEL; RECONFIGURATION; OPTIMIZATION; MANAGEMENT; OPERATION; ALGORITHM; CVR;
D O I
10.1080/15567036.2022.2143956
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
This paper presents a coordinated plug-in electric vehicle (PEV) charging scheme in the presence of conservation voltage reduction (CVR) with a possibility of network re-configuration in a half-hourly based tariff environment. The information of the arrived PEVs in time slot "t" are gathered in a centralized manner, including initial and desired state of charge (SOC), rating of PEV charger, and arrival and departure times. In addition, the load forecasted data of all the nodes are also collected. A linear programming (LP) based intelligent charging framework is developed whereby an optimal global solution for EV charging is obtained that tends to minimize the charging cost, and the schedule is dispatched to all the PEVs. At first, PEV charging cost is minimized using the existing time of use (TOU) based tariff structure. After that, the charging schedule is carried out under the same TOU tariff structure but on a re-configured network with and without CVR deployment. The proposed charging strategy through re-configuration of the distribution network under CVR is implemented on a modified IEEE-33 bus test system. The results obtained from the simulation show that the proposed PEV charging scheme through network re-configuration under a TOU-based tariff structure considerably reduces the charging cost by 55.8% compared to uncoordinated charging. However, a 50.2% cost reduction is achieved in the absence of network re-configuration. Therefore, the proposed PEV charging through network re-configuration under a TOU-based tariff is more effective in cost reduction. Further, investigations were carried out on EV charging through network re-configuration under TOU-based tariff and CVR deployment. It was observed that the PEV charging cost was reduced by 51.3% compared to uncoordinated charging, where higher cost benefits were obtained through the reduction in energy consumed by constant impedance loads. It has been further observed that the proposed scheme effectively flattens the load profile by clipping the peak and filling the valley load.
引用
收藏
页码:10135 / 10155
页数:21
相关论文
共 50 条
  • [1] Optimal Charging of Electric Vehicles Considering Constraints of the Medium Voltage Distribution Network
    Garcia-Osorio, Victor A.
    Rueda-Medina, Augusto C.
    Melo, J. D.
    Padilha-Feltrin, Antonio
    [J]. 2013 IEEE PES CONFERENCE ON INNOVATIVE SMART GRID TECHNOLOGIES (ISGT LATIN AMERICA), 2013,
  • [2] A Coordinated Charging Scheduling of Electric Vehicles Considering Optimal Charging Time for Network Power Loss Minimization
    Usman, Muhammad
    Tareen, Wajahat Ullah Khan
    Amin, Adil
    Ali, Haider
    Bari, Inam
    Sajid, Muhammad
    Seyedmahmoudian, Mehdi
    Stojcevski, Alex
    Mahmood, Anzar
    Mekhilef, Saad
    [J]. ENERGIES, 2021, 14 (17)
  • [3] Deep Reinforcement Learning for Charging Scheduling of Electric Vehicles Considering Distribution Network Voltage Stability
    Liu, Ding
    Zeng, Peng
    Cui, Shijie
    Song, Chunhe
    [J]. SENSORS, 2023, 23 (03)
  • [4] Coordinated Optimal Control Method for Smart Distribution Network Considering Orderly Charging of Electric Vehicles
    Liu, Zhihong
    Sheng, Wanxing
    Du, Songhuai
    Su, Juan
    Sun, Ruonan
    [J]. Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2021, 52 : 377 - 384
  • [5] Optimal planning of charging stations for electric vehicles considering voltage stability of distribution system and the quality of service
    Cheng, Shan
    Wu, Siyuan
    Sun, Weibin
    [J]. Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2019, 47 (07): : 12 - 21
  • [6] Optimal Charging of Electric Vehicles in Low-Voltage Distribution Systems
    Richardson, Peter
    Flynn, Damian
    Keane, Andrew
    [J]. 2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [7] Optimal Charging of Electric Vehicles in Low-Voltage Distribution Systems
    Richardson, Peter
    Flynn, Damian
    Keane, Andrew
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (01) : 268 - 279
  • [8] Optimal Scheduling of Active Distribution Network with Electric Vehicles
    Paudel, Amrit
    Supingklad, Wannakorn
    Ongsakul, Weerakorn
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COGENERATION, SMALL POWER PLANTS AND DISTRICT ENERGY (ICUE 2016), 2016,
  • [9] Distribution and Scale Studies of Public Charging Stations Considering Electric Vehicles' Optimal Charging Choose
    Wang Dong
    Liu JiChun
    Liu Junyong
    [J]. 2016 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2016,
  • [10] Effect of electric vehicles' optimal charging-discharging schedule on a building's electricity cost demand considering low voltage network constraints
    Thomas, Dimitrios
    Ioakimidis, Christos S.
    Klonari, Vasiliki
    Vallee, Francois
    Deblecker, Olivier
    [J]. 2016 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT-EUROPE), 2016,