AI-powered Predictive Maintenance
Equipment
Failure Event Log
Automatically logged failure events from sensor alerts and predictive models.
| Event | Component | Severity | Timestamp |
|---|---|---|---|
| Vibration spike exceeded critical limit | Main Bearing | High | about 2 hours ago |
| Temperature threshold breached by 15% | Motor Winding | Medium | 1 day ago |
| Acoustic anomaly detected in gearbox | Gearbox | Low | 3 days ago |
AI Root Cause Summary
Top 3 probable causes for the recent failure event.
Ishikawa (Fishbone) Diagram
Interactive cause-and-effect analysis for the primary failure event.
Failure
Mechanical
- Bearing Wear
- Misalignment
- Loose Parts
Electrical
- Voltage Spike
- Worn Insulation
- Faulty Sensor
Operational
- Overload
- Incorrect Lubrication
- Human Error
Environmental
- High Humidity
- Excessive Dust
- Vibration Transfer
Next Steps
Create work orders or schedule tasks based on RCA findings.