A Stacked Autoencoder-Based Deep Neural Network for Achieving Gearbox Fault Diagnosis

Machinery fault diagnosis is pretty vital in modern manufacturing industry since an early detection can avoid some dangerous situations. Among various diagnosis methods, data-driven approaches are gaining popularity with the widespread development of data analysis techniques. In this research, an ef...

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Bibliographic Details
Main Authors: Guifang Liu, Huaiqian Bao, Baokun Han
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2018/5105709