Abstract: Presented are intelligent vehicle systems for automating thermal event mitigation for fully or partially enclosed vehicles, methods for making/using such systems, and vehicles equipped with such systems. A method of controlling operation of a vehicle includes a vehicle controller confirming the subject vehicle is parked and, once confirmed, responsively evaluating vehicle data indicating the vehicle is at least partially enclosed in a parking area and, thus, is in a vehicle parked in enclosed space (VPES) state. After determining the vehicle is both parked and in a VPES state, the controller detects a thermal event in a battery cell of the vehicle's battery system. Upon detection of the thermal event, the controller responsively determines path plan data with a designated route for extricating the vehicle from the parking area. The controller then commands the vehicle's autonomous driving system to execute control operations maneuvering the vehicle away from the parking area.

Abstract: In an example, a system is disclosed. The system includes an event classification module that is configured to determine whether a vehicle event is an emergency event or a non-emergency event based on vehicle sensor data. The system also includes a determination module that is configured to determine a driving mode of a vehicle at the time of the vehicle event in response to a determination that the vehicle event is the emergency event. The determination module is configured to determine the driving mode by comparing a driving mode timestamp to an emergency timestamp corresponding to the vehicle event.