Vibration monitoring on gearboxes is not obvious. Brand new gearboxes do have vibrations. Therefor putting alarm detection based on overall vibration levels often leads to false alarms or missed fault detection. Implementation of an automatic alarming can therefor be quite challenging. Best practice monitoring techniques will be presented based on synchronous averaging techniques and confidence factor illustrated with a case-studies on extruder/gearbox.