Intelligent Fault Prognosis Method Based on Stacked Autoencoder and Continuous Deep Belief Network

Mechanical fault prediction is one of the main problems in condition-based maintenance, and its purpose is to predict the future working status of the machine based on the collected status information of the machine. However, on one hand, the model health indices based on the information collected b...

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Bibliographic Details
Main Authors: Chao Zhang, Yibin Zhang, Qixuan Huang, Yong Zhou
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Actuators
Subjects:
Online Access:https://www.mdpi.com/2076-0825/12/3/117