SKN Predictive Maintenance

Aggregate Insights

Analytics

Fleet-wide degradation distribution and inference performance.

Health by Facility

Mean Time To Failure

412 h

across degrading assets

Inference Cycle

30 s

rolling 24-hour window

Model Precision

0.94

validated on 6-month set