Scientific reports
Reducing label dependence in vibration-based drill-bit condition monitoring with masked feature pretraining.
M N Chandan, Avinash Badadhe, Alemu Workie Kebede, Himadri Majumder
Published: 202610.1038/s41598-026-37192-9
Abstract
Reliable tool condition monitoring (TCM) plays a critical role in precision machining, where progressive wear can lead to dimensional inaccuracies, degraded surface finish, and unplanned downtime. Despite advances in data-driven diagnostics, most mac…
Preview only. Read the full abstract at the source