Optimal Charging and Discharging Of Large Scale Electric Vehicle Systems



D Yu,M.P. Adhikari,A. Guiral, “The Impact of Charging Battery Electric Vehicles on the Load Profile in the Presence of Renewable Energy”,IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), Edmonton, Canada,2019. http://dx.doi.org/10.1109/CCECE.2019.8861730


The smart real-time electric vehicle charging scheduling proposed in this paper reduced grid peak demand through dynamic programming that uses future renewable supply and electric vehicle demand predictions to optimize the balance of energy in the electric grid.


load forecasting, community optimization

Key Inputs

historical driving and charging patterns of electric vehicles (EV)

Key Outputs

EV consumption, EV station demand

Registered developers

Danilo YuRyerson University