Wear-Stage Auto-Labeler for Bearing Qualification Test Benches

An analysis add-on for bearing test benches that automatically segments run-to-failure acoustic-emission records into labeled wear stages, replacing days of expert feature engineering and manual annotation with a one-click wear timeline for qualification reports.