DYNAMIC ROUTE GENERATION AND CHARGER DISCOVERY

Dynamic route generation and charger discovery is provided. A system identifies a drive route for a vehicle. The drive route includes a first charger at a first location along the drive route configured to charge a battery of the vehicle. The system receives an indication of an amount of power output by the battery of the vehicle and an indication of a speed of the vehicle as the vehicle traverses the drive route. The system receives the indication via a battery management system of the vehicle. The system predicts, via a model trained with machine learning, a characteristic of the vehicle based on the amount of power and the speed. The system updates, responsive to the characteristic predicted via the model based on the amount of power and the speed, the drive route to include a second charger at a second location to charge the battery of the vehicle.