Diffusion Model of PEV Charging Load and Its Application on ACE Correction

The charging load of plug-in electric vehicle (PEV) is usually modeled with statistic methods such that the internal physical relationship among the charging factors is ignored. In this paper, a diffusion model for charging power of PEVs is proposed. The proposed model considers the interactions among the charging factors in a mathematical way using the physically-based modeling method. The area control error (ACE) correction problem is studied by applying charging power control of PEVs with the proposed model. By considering the practical conditions, a controller is designed to make efficient use of the distributed charging power of PEVs to meet the requirement of ACE correction. Simulation results demonstrate the effectiveness of the proposed diffusion model and ACE correction method.

[1]  K. M. Zhang,et al.  Using vehicle-to-grid technology for frequency regulation and peak-load reduction , 2011 .

[2]  Kevin P. Schneider,et al.  Impacts Assessment of Plug-in Hybrid Vehicles on Electric Utilities and Regional US Power Grids: Part 1: Technical Analysis , 2007 .

[3]  Akihiko Yokoyama,et al.  Autonomous Distributed V2G (Vehicle-to-Grid) Satisfying Scheduled Charging , 2012, IEEE Transactions on Smart Grid.

[4]  Stephan Koch,et al.  Provision of Load Frequency Control by PHEVs, Controllable Loads, and a Cogeneration Unit , 2011, IEEE Transactions on Industrial Electronics.

[5]  P. Mohseni,et al.  Electric vehicles: Holy grail or fool's gold , 2009, IEEE PES General Meeting.

[6]  Duncan S. Callaway Tapping the energy storage potential in electric loads to deliver load following and regulation, with application to wind energy , 2009 .

[7]  Johan Driesen,et al.  The impact of vehicle-to-grid on the distribution grid , 2011 .

[8]  Ka Wing Chan,et al.  A decentralized charging control strategy for plug-in electric vehicles to mitigate wind farm intermittency and enhance frequency regulation , 2014 .

[9]  Sekyung Han,et al.  Estimation of Achievable Power Capacity From Plug-in Electric Vehicles for V2G Frequency Regulation: Case Studies for Market Participation , 2011, IEEE Transactions on Smart Grid.

[10]  Wu Junyang,et al.  Study on Plug-in Electric Vehicles Charging Load Calculating , 2011 .

[11]  R. E. Mortensen,et al.  A stochastic computer model for heating and cooling loads , 1988 .

[12]  L. H. Fink,et al.  Understanding automatic generation control , 1992 .

[13]  Lingfeng Wang,et al.  Integration of Plug-in Hybrid Electric Vehicles into Residential Distribution Grid Based on Two-Layer Intelligent Optimization , 2014, IEEE Transactions on Smart Grid.

[14]  A. Maitra,et al.  Evaluation of the impact of plug-in electric vehicle loading on distribution system operations , 2009, 2009 IEEE Power & Energy Society General Meeting.

[15]  J. Driesen,et al.  The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid , 2010, IEEE Transactions on Power Systems.

[16]  Willett Kempton,et al.  Vehicle-to-Grid Power: Battery, Hybrid, and Fuel Cell Vehicles as Resources for Distributed Electric Power in California , 2001 .

[17]  R. E. Mortensen,et al.  Dynamics of heating and cooling loads: models, simulation, and actual utility data , 1990 .

[18]  Sekyung Han,et al.  Development of an Optimal Vehicle-to-Grid Aggregator for Frequency Regulation , 2010, IEEE Transactions on Smart Grid.

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

[20]  Fred Schweppe,et al.  Physically Based Modeling of Cold Load Pickup , 1981, IEEE Transactions on Power Apparatus and Systems.

[21]  R. Malhamé,et al.  Electric load model synthesis by diffusion approximation of a high-order hybrid-state stochastic system , 1985 .

[22]  Yue Yuan,et al.  Modeling of Load Demand Due to EV Battery Charging in Distribution Systems , 2011, IEEE Transactions on Power Systems.

[23]  Willett Kempton,et al.  Electric-drive vehicles for peak power in Japan , 2000 .

[24]  Johan Driesen,et al.  Impact-analysis of the charging of plug-in hybrid vehicles on the production park in Belgium , 2010, Melecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference.