A progressive fault diagnosis method for rolling bearings based on VMD energy entropy and a deep adversarial transfer network

Y Xu, S Li, W Jiang, W Liu, K Zhao - Measurement Science and …, 2022 - iopscience.iop.org
Bearing fault diagnosis with extensive labeled fault data has been achieved. In engineering,
most machines are in a healthy state. When a fault does occur, the machine is shut down as …

A Simulation-to-Reality Bearing Fault Diagnosis Method Based on Virtual Supervised Convolutional Auto-Encoder

XF Liu, J Li, J Huang, L Bo - Available at SSRN 4770309 - papers.ssrn.com
Simulation data-driven fault diagnosis has attracted extensive research attention by
providing a complete training dataset from a cost-effective dynamic simulation model …