WANG Yifei,WANG Xiuli,HUANG Jing,et al.Congestion Management Model for Competitive Charging of Electric Vehicles Under Dynamic Electricity Price Mechanism[J].Automation of Electric Power Systems,2023,47(12):103-110.
WANG Yifei,WANG Xiuli,HUANG Jing,et al.Congestion Management Model for Competitive Charging of Electric Vehicles Under Dynamic Electricity Price Mechanism[J].Automation of Electric Power Systems,2023,47(12):103-110. DOI: 10.7500/AEPS20220507006.
Congestion Management Model for Competitive Charging of Electric Vehicles Under Dynamic Electricity Price Mechanism
Aiming at the power grid security problems caused by the competitive charging behavior of large-scale electric vehicles under the dynamic electricity price mechanism
a congestion management model of electric vehicle aggregator considering power grid security constraints is proposed. Firstly
the lossless linearization model of distribution network and the cluster model of the electric vehicle aggregator are established. Secondly
a competitive game model among electric vehicle aggregators considering power grid security constraints is proposed under the dynamic electricity price mechanism. Thirdly
the existence of equilibrium solution and the uniqueness of variational decomposition of the game model are proven based on the theory of variational inequality. Finally
the gradient descent algorithm and the proximal decomposition algorithm are used to solve the proposed game model. Numerical results show that the proposed model can ensure the power grid security when large-scale electric vehicles are competing for charging.
LI Huiling , BAI Xiaomin . Impacts of electric vehicles charging on distribution grid [J]. Automation of Electric Power Systems , 2011 , 35 ( 17 ): 38 - 43 .
LIU Weijia , WU Qiuwei , WEN Fushuan , et al . A market mechanism for participation of electric vehicles and dispatchable loads in distribution system congestion management [J]. Automation of Electric Power Systems , 2014 , 38 ( 24 ): 26 - 33 .
MOHSENIAN-RAD A , WONG V , JATSKEVICH J , et al . Autonomous demand-side management based on game-theoretic energy consumption scheduling for the future smart grid [J]. IEEE Transactions on Smart Grid , 2010 , 1 ( 3 ): 320 - 331 .
ATZENI I , ORDONEZ L G , SCUTARI G , et al . Noncooperative and cooperative optimization of distributed energy generation and storage in the demand-side of the smart grid [J]. IEEE Transactions on Signal Processing , 2013 , 61 ( 10 ): 2454 - 2472 .
WU Fubao , LIU Xiaofeng , SUN Yiqian , et al . Game optimization strategy for multiple parks based on combined cooling hearing and power [J]. Automation of Electric Power Systems , 2018 , 42 ( 13 ): 68 - 75 .
FENG Changsen , REN Dongdong , SHEN Jiajing , et al . Distributed coordinated optimal scheduling of interconnected micro-energy grids considering multi-energy sharing [J]. Automation of Electric Power Systems , 2022 , 46 ( 11 ): 47 - 57 .
BAHRAMI S , WONG V . A potential game framework for charging PHEVs in smart grid [C]// IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) , August 24-26 , 2015 , Victoria, Canada : 28 - 33 .
CHEN Lvpeng , PAN Zhenning , YU Tao , et al . Real-time optimal dispatch for large-scale electric vehicles based on dynamic non-cooperative game theory [J]. Automation of Electric Power Systems , 2019 , 43 ( 24 ): 32 - 40 .
LIU Z , WU Q , HUANG S , et al . Optimal day-ahead charging scheduling of electric vehicles through an aggregative game model [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 5 ): 5173 - 5184 .
TUSHAR W , SAAD W , POOR H , et al . Economics of electric vehicle charging: a game theoretic approach [J]. IEEE Transactions on Smart Grid , 2012 , 3 ( 4 ): 1767 - 1778 .
WEI W , LIU F , MEI S . Charging strategies of EV aggregator under renewable generation and congestion: a normalized Nash equilibrium approach [J]. IEEE Transactions on Smart Grid , 2016 , 7 ( 3 ): 1630 - 1641 .
WAN Y , QIN J , LI F , et al . Game theoretic-based distributed charging strategy for PEVs in a smart charging station [J]. IEEE Transactions on Smart Grid , 2021 , 12 ( 1 ): 538 - 547 .
LI J , LI C , XU Y , et al . Noncooperative game-based distributed charging control for plug-in electric vehicles in distribution networks [J]. IEEE Transactions on Industrial Informatics , 2018 , 14 ( 1 ): 301 - 310 .
BARAN M E , WU F . Network reconfiguration in distribution systems for loss reduction and load balancing [J]. IEEE Transactions on Power Delivery , 1989 , 4 ( 2 ): 1401 - 1407 .
GONZALEZ V G , ANDERSSON M . Optimal bidding strategy of a plug-in electric vehicle aggregator in day-ahead electricity markets under uncertainty [J]. IEEE Transactions on Power Systems , 2015 , 30 ( 5 ): 2375 - 2385 .
BAHRAMI S , TOULABI M , RANJBAR S , et al . A decentralized energy management framework for energy hubs in dynamic pricing markets [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 6 ): 6780 - 6792 .
FACCHINEI F , KANZOW C . Generalized Nash equilibrium problems [J]. Annals of Operations Research , 2010 , 175 : 177 - 211 .
SCUTARI G , PALOMAR D P , FACCHINEI F , et al . Monotone games for cognitive radio systems [M]. London, UK : Springer-Verlag , 2012 : 83 - 112 .
FACCHINEI F , PANG J S . Finite-dimensional variational inequalities and complementarity problem [M]. New York, USA : Springer , 2003 .
Nord Pool ASA . Norwegian electricity market data [EB/OL]. [ 2022-01-12 ]. https://www.nordpoolgroup.com/Market-data1/Dayahead/Area-Prices/DK/Hourly/?view=table https://www.nordpoolgroup.com/Market-data1/Dayahead/Area-Prices/DK/Hourly/?view=table .
ZIMMERMAN R D , MURILLO-SANCHEZ C E , THOMAS R J . MATPOWER: steady-state operations, planning, and analysis tools for power systems research and education [J]. IEEE Transactions on Power Systems , 2011 , 26 ( 1 ): 12 - 19 .
Optimal Charging Strategies for Electric Vehicles Supporting Time-varying Demand Response Incentive Price
Guidance and Regulation Strategy for Charging and Discharging Behaviors of Electric Vehicles Based on Fusion of Road Network and Power Grid Information
Evolution Characteristics of Electric Vehicle Charging Under Distribution Network Faults Considering Interactions Between Power and Transportation
电动汽车和可控负荷参与配电系统阻塞管理的市场机制
Related Author
ZHENG Yingying
MIAO Xinyi
WANG Hui
ZHAO Yongning
YU Shaohua
DU Zhaobin
CHEN Lidan
CHEN Nanxing
Related Institution
College of Information and Electrical Engineering, China Agricultural University
School of Electric Power, South China University of Technology
Faculty of Marine Engineering, Guangzhou Maritime University
Hubei Engineering and Technology Research Center for AC/DC Intelligent Distribution Network
School of Electrical Engineering and Automation, Wuhan University