Optimal Scheduling of Electric Vehicles Charging in low-Voltage Distribution Systems

Uncoordinated charging of large-scale electric vehicles (EVs) will have a negative impact on the secure and economic operation of the power system, especially at the distribution level. Given that the charging load of EVs can be controlled to some extent, research on the optimal charging control of EVs has been extensively carried out. In this paper, two possible smart charging scenarios in China are studied: centralized optimal charging operated by an aggregator and decentralized optimal charging managed by individual users. Under the assumption that the aggregators and individual users only concern the economic benefits, new load peaks will arise under time of use (TOU) pricing which is extensively employed in China. To solve this problem, a simple incentive mechanism is proposed for centralized optimal charging while a rolling-update pricing scheme is devised for decentralized optimal charging. The original optimal charging models are modified to account for the developed schemes. Simulated tests corroborate the efficacy of optimal scheduling for charging EVs in various scenarios.

[1]  Donghan Feng,et al.  Congestion Surplus Minimization Pricing Solutions When Lagrange Multipliers are not Unique , 2014, IEEE Transactions on Power Systems.

[2]  Xue Yusheng,et al.  An SCUC-based Optimization Approach for Power System Dispatching with Plug-in Hybrid Electric Vehicles , 2012 .

[3]  S. Oren,et al.  Distribution Locational Marginal Pricing for Optimal Electric Vehicle Charging Management , 2014 .

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

[5]  M. D. Galus,et al.  A hierarchical, distributed PEV charging control in low voltage distribution grids to ensure network security , 2012, 2012 IEEE Power and Energy Society General Meeting.

[6]  Zhong Fan,et al.  A Distributed Demand Response Algorithm and Its Application to PHEV Charging in Smart Grids , 2012, IEEE Transactions on Smart Grid.

[7]  MengChu Zhou,et al.  PSO-based method to find electric vehicle's optimal charging schedule under dynamic electricity price , 2013, 2013 10th IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC).

[8]  Ross Baldick,et al.  Voltage regulation algorithms for multiphase power distribution grids , 2015, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[9]  Yu Zhang,et al.  Robust Energy Management for Microgrids With High-Penetration Renewables , 2012, IEEE Transactions on Sustainable Energy.

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

[11]  F. Schweppe Spot Pricing of Electricity , 1988 .

[12]  S. Gabriel,et al.  Pricing Non-Convexities in an Electricity Pool , 2012, IEEE Transactions on Power Systems.

[13]  Shi Heng,et al.  Coordinated Charging of Plug-in Electric Vehicles in Charging Stations , 2012 .

[14]  Seán McLoone,et al.  Enhanced AIMD-based decentralized residential charging of EVs , 2015 .

[15]  Jianhui Wang,et al.  Patterns of electric vehicle charging with time of use rates: Case studies in California and Portland , 2014, ISGT 2014.

[16]  Yonghua Song,et al.  Integration of plug-in hybrid and electric vehicles: Experience from China , 2010, IEEE PES General Meeting.

[17]  A. Keane,et al.  Optimal Charging of Electric Vehicles in Low-Voltage Distribution Systems , 2012, IEEE Transactions on Power Systems.

[18]  G. Strbac,et al.  Decentralized Participation of Flexible Demand in Electricity Markets—Part I: Market Mechanism , 2013, IEEE Transactions on Power Systems.

[19]  Lei Jing,et al.  Ant-Based Swarm Algorithm for Charging Coordination of Electric Vehicles , 2013, Int. J. Distributed Sens. Networks.

[20]  Saifur Rahman,et al.  Challenges of PHEV penetration to the residential distribution network , 2009, 2009 IEEE Power & Energy Society General Meeting.

[21]  O. Carlson,et al.  Integration of plug in hybrid electric vehicles and electric vehicles - experience from Sweden , 2010, IEEE PES General Meeting.

[22]  Le Xie,et al.  Coupon Incentive-Based Demand Response: Theory and Case Study , 2013, IEEE Transactions on Power Systems.

[23]  Canbing Li,et al.  An Optimized EV Charging Model Considering TOU Price and SOC Curve , 2012, IEEE Transactions on Smart Grid.

[24]  P. Mancarella,et al.  Decentralized Participation of Flexible Demand in Electricity Markets—Part II: Application With Electric Vehicles and Heat Pump Systems , 2013, IEEE Transactions on Power Systems.