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...

Celý popis

Podrobná bibliografia

Vydané v:	Computers in industry Ročník 108; s. 62 - 72
Hlavný autor:	Yu, Jianbo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.06.2019
Predmet:	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 prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!