Vibration Analysis in Bearings for Failure Prevention using CNN

Luis A. Pinedo-Sanchez, Diego A. Mercado-Ravell, Carlos A. Carballo-Monsivais

Timely failure detection for bearings is of great importance to prevent economic loses in the industry. In this article we propose a method based on Convolutional Neural Networks (…