Hierarchical Charge Control of Large Populations of EVs

Cooperation between the controllable load, such as electrical vehicles (EVs) and the generation, provides the power system new operating strategies. A novel hierarchical charge control framework is proposed based on the Benders decomposition for large populations of EVs. The grid, unit, and accurate EV constraints can be considered. On the upper level, the cooperative dispatch scheme between the generation and the EV aggregators is obtained. On the lower level, the feasibility of the scheme is checked with EV constraints considered. The levels are coordinated by the Benders cuts. In addition, the distributed approximate Benders cuts is also proposed, which helps to protect user privacy and a three-level framework is developed based on the decentralized control. The case studies on IEEE Reliability Test System have verified the proposed framework and method is valid and feasible. The charge control based on it can minimize the grid operation cost and improve the unit operating efficiency.

[1]  M. Ilic,et al.  Optimal Charge Control of Plug-In Hybrid Electric Vehicles in Deregulated Electricity Markets , 2011, IEEE Transactions on Power Systems.

[2]  Ling Guan,et al.  Optimal Scheduling for Charging and Discharging of Electric Vehicles , 2012, IEEE Transactions on Smart Grid.

[3]  Amit Kumar Tamang Coordinated Charging of Plug-in Hybrid Electric Vehicles to Minimize Distribution System Losses , 2013 .

[4]  Yan Zhou,et al.  Assessment of Impacts of PHEV Charging Patterns on Wind-Thermal Scheduling by Stochastic Unit Commitment , 2012, IEEE Transactions on Smart Grid.

[5]  Ufuk Topcu,et al.  Optimal decentralized protocol for electric vehicle charging , 2011, IEEE Transactions on Power Systems.

[6]  Zhiwei Xu,et al.  Hierarchical Coordinated Control of Plug-in Electric Vehicles Charging in Multifamily Dwellings , 2014, IEEE Transactions on Smart Grid.

[7]  Probability Subcommittee,et al.  IEEE Reliability Test System , 1979, IEEE Transactions on Power Apparatus and Systems.

[8]  Ian A. Hiskens,et al.  Achieving Controllability of Electric Loads , 2011, Proceedings of the IEEE.

[9]  A. M. Geoffrion Generalized Benders decomposition , 1972 .

[10]  Mohammad Shahidehpour,et al.  Hourly Coordination of Electric Vehicle Operation and Volatile Wind Power Generation in SCUC , 2012, IEEE Transactions on Smart Grid.

[11]  G. Cohen Auxiliary problem principle and decomposition of optimization problems , 1980 .

[12]  M. Shahidehpour,et al.  Security-Constrained Unit Commitment With Volatile Wind Power Generation , 2008, IEEE Transactions on Power Systems.

[13]  G. T. Heydt,et al.  The Impact of Electric Vehicle Deployment on Load Management Strategies , 1983, IEEE Power Engineering Review.

[14]  Gerard Ledwich,et al.  A Hierarchical Decomposition Approach for Coordinated Dispatch of Plug-in Electric Vehicles , 2013, IEEE Transactions on Power Systems.

[15]  Filipe Joel Soares,et al.  Integration of Electric Vehicles in the Electric Power System , 2011, Proceedings of the IEEE.

[16]  G. Heydt,et al.  The Impact of Electric Vehicle Deployment on Load Management Straregies , 1983, IEEE Transactions on Power Apparatus and Systems.

[17]  Yong Fu,et al.  Security-constrained unit commitment with AC constraints , 2005, IEEE Transactions on Power Systems.

[18]  S. SHORT-TERM GENERATION SCHEDULING WITH TRANSMISSION AND ENVIRONMENTAL CONSTRAINTS USING AN AUGMENTED LAGRANGIAN RELAXATION , 2009 .

[19]  Pangan Ting,et al.  Decentralized Plug-in Electric Vehicle Charging Selection Algorithm in Power Systems , 2012, IEEE Transactions on Smart Grid.

[20]  Catherine Rosenberg,et al.  Real-Time Distributed Control for Smart Electric Vehicle Chargers: From a Static to a Dynamic Study , 2014, IEEE Transactions on Smart Grid.

[21]  Chao Du,et al.  Cooperative Dispatch of Wind Generation and Electric Vehicles With Battery Storage Capacity Constraints in SCUC , 2014, IEEE Transactions on Smart Grid.

[22]  Willett Kempton,et al.  Vehicle-to-grid power fundamentals: Calculating capacity and net revenue , 2005 .

[23]  Willett Kempton,et al.  Vehicle-to-grid power implementation: From stabilizing the grid to supporting large-scale renewable energy , 2005 .

[24]  Hongbin Sun,et al.  A New Real-Time Smart-Charging Method Considering Expected Electric Vehicle Fleet Connections , 2014, IEEE Transactions on Power Systems.