A Novel Hierarchical Algorithm for Bearing Fault Diagnosis Based on Stacked LSTM

Faced with severe operating conditions, rolling bearings tend to be one of the most vulnerable components in mechanical systems. Due to the requirements of economic efficiency and reliability, effective fault diagnosis methods for rolling bearings have long been a hot research topic of rotary machin...

Full description

Bibliographic Details
Main Authors: Lu Yu, Jianling Qu, Feng Gao, Yanping Tian
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2019/2756284