ELECTRIFIED VEHICLE CONFIGURED TO IDENTIFY BATTERY CONDITION BY CLASSIFYING DATA SET

This disclosure relates to an electrified vehicle configured to identify a battery condition, such as a thermal event and/or an open circuit event, by classifying a data set, and a corresponding method. In some aspects, the techniques described herein relate to an electrified vehicle, including: a battery pack; a sensor configured to generate signals indicative of a property of the battery pack; and a computing system including a controller and a classification model, wherein the controller is configured to interpret the signals from the sensor to obtain a data set corresponding to the properties of the battery pack over a period of time, and wherein the controller is configured to use the classification model to classify the data set as a thermal event.