Charging rate optimization for plug-in hybrid electric vehicles in smart grid

This paper defines an optimization problem which intends to find a time-variant optimal charging rate for plug-in hybrid electric vehicles (PHEVs). The main objective is to maximize the energy delivered to the PHEV fleet while considering the power grid and drivers' constraints. The decision variable is the charging rate at each 30 minutes while the constraints are the maximum generation capacity of the power grid, the maximum delay tolerance of the customers, and the charging rate boundaries. In order to solve the optimization problem, a simulation framework modeling the interactions between the power grid and drivers is designed. Finally, the optimization problem is applied to a region of the North American Electric Reliability Corporation (NERC) and the results are discussed.

[1]  Mehdi Ferdowsi Vehicle fleet as a distributed energy storage system for the power grid , 2009, 2009 IEEE Power & Energy Society General Meeting.

[2]  Mo-Yuen Chow,et al.  Performance Evaluation of an EDA-Based Large-Scale Plug-In Hybrid Electric Vehicle Charging Algorithm , 2012, IEEE Transactions on Smart Grid.

[3]  M. Ferdowsi,et al.  Plug-in Hybrid Vehicles - A Vision for the Future , 2007, 2007 IEEE Vehicle Power and Propulsion Conference.

[4]  Alexis Kwasinski,et al.  Spatial and Temporal Model of Electric Vehicle Charging Demand , 2012, IEEE Transactions on Smart Grid.

[5]  Mark Alexander,et al.  Evaluations of plug-in electric vehicle distribution system impacts , 2010, IEEE PES General Meeting.

[6]  Johan Driesen,et al.  Stochastic analysis of the impact of plug-in hybrid electric vehicles on the distribution grid , 2009 .

[7]  Mehdi Ferdowsi,et al.  Aggregated Impact of Plug-in Hybrid Electric Vehicles on Electricity Demand Profile , 2011 .

[8]  Di Wu,et al.  Electric Energy and Power Consumption by Light-Duty Plug-In Electric Vehicles , 2011, IEEE Transactions on Power Systems.

[9]  Chris Develder,et al.  Optimizing smart energy control strategies for plug-in hybrid electric vehicle charging , 2010, 2010 IEEE/IFIP Network Operations and Management Symposium Workshops.

[10]  Wencong Su,et al.  Performance evaluation of a PHEV parking station using Particle Swarm Optimization , 2011, 2011 IEEE Power and Energy Society General Meeting.

[11]  Kevin Morrow,et al.  Plug-in Hybrid Electric Vehicle Charging Infrastructure Review , 2008 .

[12]  Mike Marshall,et al.  A novel approach for evaluating the impact of electric vehicles on the power distribution system , 2010, IEEE PES General Meeting.

[13]  Rashid A. Waraich,et al.  Plug-in Hybrid Electric Vehicles and Smart Grid , 2009 .

[14]  Kay W. Axhausen,et al.  Plug-in hybrid electric vehicles and smart grids: Investigations based on a microsimulation , 2013 .

[15]  Tony Markel,et al.  Costs and Emissions Associated with Plug-In Hybrid Electric Vehicle Charging in the Xcel Energy Colorado Service Territory , 2007 .

[16]  Mehdi Ferdowsi,et al.  Plug-in hybrid electric vehicles: Charging load profile extraction based on transportation data , 2011, 2011 IEEE Power and Energy Society General Meeting.

[17]  M. Ferdowsi,et al.  Utilization and effect of plug-in hybrid electric vehicles in the United States power grid , 2008, 2008 IEEE Vehicle Power and Propulsion Conference.

[18]  M. Ferdowsi,et al.  Extracting probability distribution functions applicable for PHEVs charging load profile , 2012, PES T&D 2012.

[19]  Mehdi Ferdowsi,et al.  Effect of battery capacity on the performance of plug-in hybrid electric vehicles , 2009, 2009 IEEE Vehicle Power and Propulsion Conference.

[20]  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 .

[21]  Mohammad A. S. Masoum,et al.  Real-Time Coordination of Plug-In Electric Vehicle Charging in Smart Grids to Minimize Power Losses and Improve Voltage Profile , 2011, IEEE Transactions on Smart Grid.

[22]  G. A. Putrus,et al.  Impact of electric vehicles on power distribution networks , 2009, 2009 IEEE Vehicle Power and Propulsion Conference.

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