A Deep Learning Method for Bearing Fault Diagnosis Based on Time-Frequency Image

Rolling element bearing is a critical component in rotating machinery that reduces the friction between moving pairs. Bearing fault diagnosis is always considered as a research hotspot in the field of prognostics and health management, especially with the application of deep learning. Deep learning,...

Full description

Bibliographic Details
Main Authors: Jianyu Wang, Zhenling Mo, Heng Zhang, Qiang Miao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8675278/