The disclosure includes a method comprising collecting sensor data from an olfactory sensor set of a vehicle, wherein the sensor data describes sensor measurements of an odor of a corresponding vehicle component, wherein the sensor data is received by a server. The method further includes receiving failure data from the server that describe a match between the sensor data and a fingerprint compound that corresponds to a failed vehicle component. The method further includes identifying the corresponding vehicle component that is described by the failure data. The method further includes identifying the corresponding vehicle component that is described by the failure data. The method further includes generating a notification based on the failure data and the corresponding component. The method further includes providing the notification to a driver of the vehicle.