Product Engineering
Predictive Maintenance
Vibration, thermal and current-signature analytics that predict failures before they happen.
Overview
Wireless vibration and temperature sensing combined with ML models that learn each asset's signature — predicting bearing, alignment and electrical faults days to weeks in advance.
Capabilities
Wireless vibration & temperature sensors
Motor current signature analysis
ML-based anomaly & fault classification
CMMS / maintenance workflow integration
Asset health scoring & reporting
Thermography survey programs