Adaptive cascade enhancement broad learning system combined with stacked correlation information autoencoder for soft sensor modeling of industrial process

•A new feature extraction method which introduces the correlation coefficient and the dominant variable into the stacked autoencoder has been developed.•An adaptive algorithm which effectively determines the number of nodes of the broad learning system has been developed.•Two examples are used to de...

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Bibliographic Details

Published in:	Computers & chemical engineering Vol. 177; p. 108324
Main Authors:	Ni, Mingming, Li, Shaojun
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2023
Subjects:	Broad learning system (BLS) Process industry Soft sensor Stacked autoencoder (SAE) Broad learning system (BLS) Stacked autoencoder (SAE) Soft sensor Process industry
ISSN:	0098-1354
Online Access:	Get full text
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