Distributed Online Optimization for Charging and Discharging of Plug-in Electric Vehicles

被引：0
|
作者：
Xiong, Haiming [1 ,2 ]
Chi, Ming [1 ,2 ]
Liu, Zhi-Wei [1 ,2 ]
Hu, Dandan [3 ]
Zhu, Liang -Liang [4 ,5 ]
Jiang, Cheng [4 ,5 ]
Gui, Jun -Ping [4 ,5 ]
Rao, Yao [4 ,5 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Key Lab Image Proc & Intelligent Control, Minist Educ, Wuhan 430074, Peoples R China
[3] South Cent Univ National, Sch Management, Wuhan 430074, Peoples R China
[4] Nari Grp Corp State Grid Elect Power Res Inst, Nanjing 210000, Peoples R China
[5] Wuhan Efficiency Evaluat Co Ltd, State Grid Elect Power Res Inst, Wuhan, Peoples R China
来源：
2022 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS, CBS | 2022年
关键词：
ENERGY MANAGEMENT; STRATEGY; STATION; PRICE;
D O I：
10.1109/CBS55922.2023.10115405
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The increasing number of uncoordinated charging and discharging for plug-in electric vehicles (PEVs) poses new challenges to the operation of the distribution network. We introduce a dynamic price mechanism so that charging at peak load will lead to an increase in cost. Then, a distributed online charging and discharging scheduling scheme for PEVs based on the dynamic price mechanism is proposed, considering the minimization of charging cost and battery degradation cost. Unlike most of the existing studies that require the future information of PEVs to schedule charging, the proposed algorithm can solve the scheduling problem for PEVs by taking advantage of a distributed alternating direction method of multipliers (ADMM). Simulation results demonstrate the effectiveness and correctness of the proposed scheduling scheme.
引用
收藏
页码：407 / 412
页数：6
相关论文
共 50 条
  • [1] A Distributed Charging and Discharging Coordination for Large-Population Plug-In Electric Vehicles
    Li, Huiling
    Ma, Zhongjing
    [J]. PROCEEDINGS OF THE 2015 CHINESE INTELLIGENT SYSTEMS CONFERENCE, VOL 1, 2016, 359 : 415 - 424
  • [2] A Novel Optimization of Plug-In Electric Vehicles Charging and Discharging Behaviors in Electrical Distribution Grid
    Fu, Haiming
    Han, Yinghua
    Wang, Jinkuan
    Zhao, Qiang
    [J]. JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2018, 2018
  • [3] Decentralized Energy Management System for Charging and Discharging of Plug-in Electric Vehicles
    Wen, Chao-Kai
    Chen, Jung-Chieh
    Teng, Jen-Hao
    Ting, Pangan
    [J]. 2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2012), 2012,
  • [4] A Fully Distributed Cooperative Charging Approach for Plug-In Electric Vehicles
    Mohammadi, Javad
    Hug, Gabriela
    Kar, Soummya
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (04) : 3507 - 3518
  • [5] Unit Commitment Considering Multiple Charging and Discharging Scenarios of Plug-in Electric Vehicles
    Yang, Zhile
    Li, Kang
    Niu, Qun
    Foley, Aoife
    [J]. 2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,
  • [6] Decentralized Optimal Scheduling for Charging and Discharging of Plug-In Electric Vehicles in Smart Grids
    Xing, Hao
    Fu, Minyue
    Lin, Zhiyun
    Mou, Yuting
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (05) : 4118 - 4127
  • [7] DECENTRALIZED CHARGING OF PLUG-IN ELECTRIC VEHICLES
    Li, Chiao-Ting
    Ahn, Changsun
    Peng, Huei
    Sun, Jing
    [J]. PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE AND BATH/ASME SYMPOSIUM ON FLUID POWER AND MOTION CONTROL (DSCC 2011), VOL 2, 2012, : 247 - 254
  • [8] Optimal Coordination of Charging and Discharging Control of Large-scale Plug-in Electric Vehicles
    Chen, Zhen
    Hu, Zhijian
    [J]. 2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [9] Effect of plug-in hybrid electric vehicles charging/discharging management on planning of smart microgrid
    Hakimi, S. M.
    Moghaddas-Tafreshi, S. M.
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2012, 4 (06)
  • [10] A new approach to distributed charging control for plug-in hybrid electric vehicles
    Mou, Yuting
    Xing, Hao
    Lin, Zhiyun
    Fu, Minyue
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 8118 - 8123
12345