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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Veröffentlicht in:	Computers & chemical engineering Jg. 177; S. 108324
Hauptverfasser:	Ni, Mingming, Li, Shaojun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.09.2023
Schlagworte:	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-Zugang:	Volltext
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