Deep learning and its applications to machine health monitoring
Published in Mechanical systems and signal proc... (2018)
TL
TL;DR
The applications of deep learning in machine health monitoring systems are reviewed mainly from the following aspects: Auto-encoder and its variants, Restricted Boltzmann Machines, Convolutional Neural Networks, and Recurrent Neural Networks.