Condition Based monitoring

Condition-Based Monitoring​

Challenge

The client is an automotive manufacturer facing unexpected downtime due to sudden and unprecedented equipment failure.

Solution

• Monitored real-time operational data and identified anomalies in assets temperature.
  
• Assessed temperature variance across the assets and predicted the assets prone to abnormalities for preventive maintenance.
  
• Detected abnormal temperatures automatically based on the concurrence data using time series forecasting models.