Monitoring of complex profiles based on deep stacked denoising autoencoders

Fig. 4. Schematic diagram of the SDAE-based model for profile monitoring. [Display omitted] •DNN is developed for modelling complex profiles.•SDAE is effective for feature learning from the profile variables.•Three control charts based on SDAE are developed for profile monitoring.•The results indica...

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Veröffentlicht in:	Computers & industrial engineering Jg. 143; S. 106402
Hauptverfasser:	Chen, Shumei, Yu, Jianbo, Wang, Shijin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.05.2020
Schlagworte:	Between-profile autocorrelation Deep learning Multivariate profile Nonlinear profile Stacked denoising autoencoders Within-profile autocorrelation Deep learning Within-profile autocorrelation Multivariate profile Nonlinear profile Between-profile autocorrelation Stacked denoising autoencoders
ISSN:	0360-8352
Online-Zugang:	Volltext
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