Predictive maintenance begins with a reliable baseline. Teams can combine vibration, temperature and operating-load data to understand how healthy equipment behaves during normal production.

Turn trends into maintenance actions

Alert thresholds should reflect machine state and production context. A sustained shift is often more useful than a single isolated peak.

Cover photo by Rob Lambert on Unsplash.