An electric vehicle energy management system plays a crucial role in preventing grid overload by intelligently managing the timing of vehicle charging. The EMS can shift charging to off-peak hours when the demand for electricity is lower, balancing the load on the grid. This helps avoid excessive strain during peak hours, ensuring a stable and reliable power supply.