Methods and systems for electric vehicles, such as a battery electric vehicle (BEV) and a plug-in hybrid electric vehicle (PHEV), include pre-cooling a traction battery of the vehicle upon an indication that the vehicle is being driven to a charging station. The pre-cooling is done by an on-board battery cooling system. The pre-cooling depends on the distance between the vehicle and the charging station.