Predicting machine maintenance needs in food plants is a commendable goal, but accomplishing it is no small task.
If condition-based monitoring of equipment in pursuit of predictive maintenance was a slam dunk, a lot more companies would be doing it. Power plants do it by necessity, and airlines have moved from a preventive to a predictive maintenance mode simply to avoid having to ground half their fleets at any given time.