Abstract: A system and method for predicting a battery charge depletion of a vehicle are disclosed. The system further configured to classify the vehicles according to the extracted data and generate a battery maintenance schedule for each vehicle. The system comprises an analytical data module, a remote computing system, and a weather forecast module. The analytical data module is configured to extract data, for example, battery status, from the vehicle. The weather forecast module is configured to detect weather forecasts for an area in which the vehicle is located. The remote computing system comprises a battery depletion prediction module, a machine learning module, and a database. The battery depletion prediction module is configured to predict the battery charge depletion based on the extracted data and weather forecasts using the machine learning algorithm. The remote computing system is connected to a user device to transfer the predicted battery status of the vehicle.