Optimal Charging and Discharging Of Large Scale Electric Vehicle Systems

Modèle

Types

forecasting

optimization

Échelles spatiales

municipal

regional

Échelles temporelles

hour

minute

Disponibilité

Upon request

Secteurs

transportation

Description

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.

Références

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

Applications

load forecasting, community optimization

Intrants clés

historical driving and charging patterns of electric vehicles (EV)

Extrants clés

EV consumption, EV station demand