ai applied to PREDICTIVE MAINTENANCE
Use Case: Prediction of mechanical failures in industrial machinery
CHALLENGE:
The objective is to predict future mechanical failures of industrial equipment before they occur to avoid unexpected production stoppages and the consequent economic loss.
· Data type: Time series
· Input Data: Time series of vibrations and temperatures.
· Output Data: Potential mechanical failure alarm.
Super powers given to the maintenance teams:
Vibrational sensing
Future Manipulation
(ENAIA infographic: AI applied to predictive maintenance).
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