PREDICTION AND IDENTIFICATION OF POTENTIAL BEARING ANAMOLIES WITHIN AN ELECTRIC MOTOR OF AN ELECTRIC VEHICLE

Systems and methods for predicting an anomaly within an electric motor of an electric vehicle. One method includes receiving sensor information from a knock sensor, wherein the sensor information represents a detected vibration of the electric motor, deriving, from the sensor information, a signal characteristic, determining, based on the signal characteristic, a potential anomaly within the electric motor, and generating an alert to user based on the potential anomaly.