A selective deep stacked denoising autoencoders ensemble with negative correlation learning for gearbox fault diagnosis

SSDAE-NCL-based gearbox fault diagnosis. [Display omitted] •A novel selective DNN ensemble is proposed for gearbox fault diagnosis.•A selective SDAE with NCL (SSDAE-NCL) is developed as a recognizer.•SSDAE-NCL is easy to use for users than single DNN for gearbox fault diagnosis.•The results illustra...

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Vydáno v:	Computers in industry Ročník 108; s. 62 - 72
Hlavní autor:	Yu, Jianbo
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.06.2019
Témata:	Deep learning Gearbox fault diagnosis Negative correlation learning Selective ensemble learning Stacked denoising autoencoder Deep learning Selective ensemble learning Stacked denoising autoencoder Gearbox fault diagnosis Negative correlation learning
ISSN:	0166-3615, 1872-6194
On-line přístup:	Získat plný text
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