A device, and method, detects the presence of developing faults in rolling
element bearings. Detection is accomplished by measuring the vibration of
the apparatus in which the bearing is operating (motor, generator,
engine, etc.) and searching for signatures unique to bearing faults.
These signatures are predicted by a fault signature model and recognized
by a detector, both of which are part of this invention.