Predictive Maintenance Dashboard
Forecasting equipment failures and health to enable proactive maintenance.
Predicted Failure Risk
85%
Mixer Motor in next 14 days
Failure Lead Time
10 days
Estimated time to plan intervention
Remaining Useful Life (RUL)
120 hrs
Lowest RUL: Pump Seal
Anomaly Events (24h)
3
On Mixer Motor vibration
Failure Probability Forecast for Mixer Motor
Visualizing the AI model's failure prediction over the next 10 days, with confidence intervals.
Anomaly Detection & RUL Analysis
Live Anomaly Detection: Motor Vibration
Identifying unusual spikes in real-time sensor data.
Remaining Useful Life (RUL) of Components
Predicted operating time before component replacement is recommended.