ENHANCED TRIP PLAN-BASED VEHICLE BATTERY SITUATIONAL AWARENESS

Embodiments of the present disclosure are directed to a vehicle battery situational awareness (VBSA) platform configured to monitor one or more vehicles. An onboard VBSA system associated with a vehicle is communicably coupled to a vehicle operations center associated with the VBSA platform and can monitor a current energy expenditure of the vehicle as the vehicle executes a trip plan. The onboard VBSA system can also determine that the current energy expenditure of the vehicle does not match a predicted energy expenditure. The onboard VBSA system can generate, based on output from a vehicle performance prediction model, a predicted energy overlay representing the predicted energy expenditure. The onboard VBSA system can also determine a safety boundary characterized by a maximum safe travel time. The onboard VBSA system can also cause display of the predicted energy overlay and the safety boundary on one or more computing devices.