Electric vehicles can lose battery capacity and degrade in cold weather, causing range anxiety and safety issues. A new method using a mix of air conditioning and electric heating can warm up the battery faster and use less energy. By using a smart control system that predicts future driving conditions, the battery can be heated more efficiently. This approach reduces heating time by 29% and cuts energy use by 45% compared to just using an electric heater.