Rolling Bearing Initial Fault Detection Using Long Short-Term Memory Recurrent Network

The complete failure of the rolling bearing is a deterioration process from the initial minor fault to the serious fault, it is meaningless for guiding maintenance when the serious fault is alarmed. This work presents a novel initial fault diagnosis framework based on sliding window stacked denoisin...

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Bibliographic Details
Main Authors: Huaitao Shi, Lei Guo, Shuai Tan, Xiaotian Bai
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8905994/