Challenge
What are the major challenges for fault prediction in EMS conveyor systems?
- Unexpected downtimes of one EMS carrier can cause a downtime of entire production line
- Limited ability to detect complex system fault patterns
- Missing transparency to identify possible weak spots in large production lines
Solution
Condition monitoring equipped with anomaly detection for predictive maintenance
- Condition Monitoring to identify weak spots such as motor current and temperature,, automatic anomaly detection, cycle time tracing, etc.
- Prepared dash boards, heatmaps, top X analysis and automatic event logging
- Predictive maintenance functions to prevent downtimes
