: The most common technique; it detects imbalances or misalignments in rotating parts like motors and gearboxes.
: Virtual replicas of physical assets that simulate "what-if" scenarios to improve prediction accuracy. What is Predictive Maintenance? - IBM AN INTRODUCTION TO PREDICTIVE MAINTENANCE
: When a potential failure is detected, the system generates an alert and can automatically trigger a work order in a maintenance management system. Core Technologies and Techniques : The most common technique; it detects imbalances
: IoT sensors attached to machinery track physical parameters like vibration, temperature, pressure, and acoustic signals. : The most common technique
: This information is processed at the "edge" (locally) or in the cloud using AI and machine learning (ML) .
: Listens for high-frequency sounds from gas leaks, electrical arcing, or early bearing distress.