Predictive Equipment Monitoring

Real-time monitoring of equipment health using sensors (vibration, temperature, acoustic emission) and AI anomaly detection to predict failures days or weeks before catastrophic breakdown.

Why it matters

Reactive maintenance (fix it when it breaks) is expensive and disruptive; predictive maintenance replaces components on schedule during planned downtime. Unplanned downtime is reduced by 50%+.

Cite this definition

Finocchiaro, Michael. “Predictive Equipment Monitoring.” DemystifyingPLM PLM Glossary, 2026, https://www.demystifyingplm.com/glossary/predictive-equipment-monitoring