A bi-layer scheme is proposed to optimize EVs charging and discharging behavior.
The charging loads allocation in both temporal and spatial domain is optimized.
Both the transmission system level and distribution system level are considered.
The uncertainty and volatility of wind power are considered by using the scenarios.
Method to evaluate the performance of proposed scheme is elaborated and demonstrated.