Back to Glossary

Predictive Maintenance

Applications

Predicting equipment failures using sensor data.


Predictive maintenance applies AI to monitor machine health and forecast failures before they occur.

  • Examples: Industrial machinery, wind turbines, vehicle fleets.
  • Techniques: Time-series analysis, anomaly detection, predictive modeling.
  • Goal: Reduce downtime and maintenance costs through data-driven planning.