- Article
Fault Classification of Axial and Radial Roller Bearings Using Transfer Learning through a Pretrained Convolutional Neural Network
- Martin Hemmer,
- Huynh Van Khang,
- Kjell G. Robbersmyr,
- Tor I. Waag and
- Thomas J. J. Meyer
Detecting bearing faults is very important in preventing non-scheduled shutdowns, catastrophic failures, and production losses. Localized faults on bearings are normally detected based on characteristic frequencies associated with faults in time and...

