Optimal Sizing of PV and Energy Storage in an Electric Vehicle Extreme Fast Charging Station

This paper proposes an optimization model for the optimal sizing of photovoltaic (PV) and energy storage in an electric vehicle extreme fast charging station considering the coordinated charging strategy of the electric vehicles. The proposed model minimizes the annualized cost of the extreme fast charging station, including investment and maintenance cost of PV and energy storage, cost of purchasing energy from utility and demand charge. The decision variables are capacity of invested PV and the power and energy ratings of invested energy storage. To further reduce the annualized cost of the extreme fast charging station, the charging strategy of electric vehicles are integrated into the optimization model and coordinated with the power output of PV and charging/discharging of energy storage. Results of numerical simulations indicate that investment of PV and energy storage could help reduce the annualized cost of the extreme fast charging station significantly. Meanwhile, the impacts of various parameters on the optimal solution are investigated by sensitivity analysis.

[1]  Shaolei Ren,et al.  Operation Analysis of Fast Charging Stations With Energy Demand Control of Electric Vehicles , 2015, IEEE Transactions on Smart Grid.

[2]  Surya Santoso,et al.  Electric Vehicle Charging on Residential Distribution Systems: Impacts and Mitigations , 2015, IEEE Access.

[3]  Kevin Tomsovic,et al.  Bidding Strategy for Microgrid in Day-Ahead Market Based on Hybrid Stochastic/Robust Optimization , 2016, IEEE Transactions on Smart Grid.

[4]  Srdjan Lukic,et al.  Toward Extreme Fast Charging: Challenges and Opportunities in Directly Connecting to Medium-Voltage Line , 2019, IEEE Electrification Magazine.

[5]  Zechun Hu,et al.  Value of the energy storage system in an electric bus fast charging station , 2015 .

[6]  Giuseppe Mauri,et al.  The role of fast charging stations for electric vehicles in the integration and optimization of distribution grid with renewable energy sources , 2012 .

[7]  Giorgio Rizzoni,et al.  Economic and environmental impacts of a PV powered workplace parking garage charging station , 2013 .

[8]  Yan Zhou,et al.  Assessment of Light-Duty Plug-in Electric Vehicles in the United States, 2010 – 2020 , 2019 .

[9]  Henrik Madsen,et al.  Optimal charging of an electric vehicle using a Markov decision process , 2013, 1310.6926.

[10]  Kankar Bhattacharya,et al.  Optimal design of electric vehicle charging stations considering various energy resources , 2017 .

[11]  Khurram K. Afridi,et al.  Optimal Design of Grid-Connected PEV Charging Systems With Integrated Distributed Resources , 2013, IEEE Transactions on Smart Grid.

[12]  Alireza Khaligh,et al.  Battery, Ultracapacitor, Fuel Cell, and Hybrid Energy Storage Systems for Electric, Hybrid Electric, Fuel Cell, and Plug-In Hybrid Electric Vehicles: State of the Art , 2010, IEEE Transactions on Vehicular Technology.

[13]  Zaijun Wu,et al.  Modeling, planning and optimal energy management of combined cooling, heating and power microgrid: A review , 2014 .