Bearing Fault Diagnosis Based on the Switchable Normalization SSGAN with 1-D Representation of Vibration Signals as Input

The bearing is a component of the support shaft that guides the rotational movement of the shaft, widely used in the mechanical industry and also called a mechanical joint. In bearing fault diagnosis, the accuracy much depends on the feature extraction, which always needs a lot of training samples a...

Full description

Bibliographic Details
Main Authors: Dongdong Zhao, Feng Liu, He Meng
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
GAN
Online Access:https://www.mdpi.com/1424-8220/19/9/2000