Decentralized Model Predictive Control of Plug-in Electric Vehicles Charging based on the Alternating Direction Method of Multipliers

被引：0
|
作者：
Germana, Roberto [1 ]
Liberati, Francesco [1 ]
Di Giorgio, Alessandro [1 ]
机构：
[1] Sapienza Univ Rome, Dept Comp Control & Management Engn Antonio Ruber, Via Ariosto 25, I-00185 Rome, Italy
来源：
2020 28TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED) | 2020年
基金：
欧盟地平线“2020”;
关键词：
D O I：
10.1109/med48518.2020.9183137
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a decentralized Model Predictive Control (MPC) for Plug-in Electric Vehicles (PEVs) charging, in presence of both network and drivers' requirements. The open loop optimal control problem at the basis of MPC is modeled as a consesus with regularization optimization problem and solved by means of the decentralized Alternating Direction Method of Multipliers (ADMM). Simulations performed on a realistic test case show the potential of the proposed control approach and allow to provide a preliminary evaluation of the compatibility between the required computational effort and the application in real time charging control system.
引用
收藏
页码：739 / 745
页数：7
相关论文
共 50 条
  • [1] Distributed Charging Control of Plug-in Electric Vehicles via the Stochastic Alternating Direction Method of Multipliers
    Chen, Shibo
    Cheng, Roger S.
    [J]. 2014 IEEE 80TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2014,
  • [2] Alternating Direction Method of Multipliers for Decentralized Electric Vehicle Charging Control
    Rivera, Jose
    Wolfrum, Philipp
    Hirche, Sandra
    Goebel, Christoph
    Jacobsen, Hans-Arno
    [J]. 2013 IEEE 52ND ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2013, : 6960 - 6965
  • [3] 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
  • [4] Decentralized PWM-based Charging Control for Plug-in Electric Vehicles
    Mou, Yuting
    Xing, Hao
    Fu, Minyue
    Lin, Zhiyun
    [J]. 2015 EUROPEAN CONTROL CONFERENCE (ECC), 2015, : 1070 - 1075
  • [5] Decentralized Charging Control of Large Populations of Plug-in Electric Vehicles
    Ma, Zhongjing
    Callaway, Duncan S.
    Hiskens, Ian A.
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (01) : 67 - 78
  • [6] Decentralized Charging Control for Large Populations of Plug-in Electric Vehicles
    Ma, Zhongjing
    Callaway, Duncan
    Hiskens, Ian
    [J]. 49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 206 - 212
  • [7] Charging and discharging Control of Plug-in Electric Vehicles with uncertainties via Robust Model Predictive Control Method
    Wang, Peng
    Ran, Long
    Shao, Yunfeng
    Zou, Suli
    Ma, Zhongjing
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 2644 - 2650
  • [8] Decentralized Charging of Plug-in Electric Vehicles With Distribution Feeder Overload Control
    Ghavami, Abouzar
    Kar, Koushik
    Gupta, Aparna
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (11) : 3527 - 3532
  • [9] Exponentially convergent decentralized charging control for large populations of plug-in electric vehicles
    Grammatico, Sergio
    [J]. 2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 5775 - 5780
  • [10] Decentralized Charging Coordination of Plug-in Electric Vehicles Based on Reverse Stackelberg Game
    Tajeddini, Mohammad Amin
    Kebriaei, Hamed
    Glielmo, Luigi
    [J]. 2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 3414 - 3419
12345