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AI & Predictive Analytics

Real-time predictive maintenance from vibration data

Real-time predictive maintenance from vibration data
AutomotiveManufacturing Deep LearningAnomaly DetectionIIoT

Objective

Anticipate failures from vibration signatures and avoid unplanned downtime.

Our solution

  • Deep-learning anomaly detection on vibration sensor data
  • Real-time anomaly-level monitoring and automatic alerts
  • Early failure detection for proactive maintenance actions

Impact

  • 48K€ annual savings per line
  • Reduced downtime and improved machine reliability

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