An Intelligent Fault Diagnosis Method for Reciprocating Compressors Based on LMD and SDAE

An Intelligent Fault Diagnosis Method for Reciprocating Compressors Based on LMD and SDAE

The effective fault diagnosis in the prognostic and health management of reciprocating compressors has been a research hotspot for a long time. The vibration signal of reciprocating compressors is nonlinear and non-stationary. However, the traditional methods applied to processing such signals have...

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Bibliographic Details
Main Authors: Yang Liu, Lixiang Duan, Zhuang Yuan, Ning Wang, Jianping Zhao
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Sensors
Subjects:
reciprocating compressor
deep learning
stack denoising autoencoder
local mean decomposition
fault diagnosis
Online Access:http://www.mdpi.com/1424-8220/19/5/1041

Internet

http://www.mdpi.com/1424-8220/19/5/1041

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