Move from detection to planning
Predictive maintenance requires a reliable baseline, stable data quality and a process for converting condition evidence into work. Remaining Useful Life, failure probability, degradation index and time-to-maintenance can support planning when they are reviewed together with vibration, temperature, speed and maintenance history.
Use prognostic values as estimates, validate them against the actual machine and revise the baseline after major maintenance or operating change.
