Multimode process monitoring based on hierarchical mode identification and stacked denoising autoencoder

•A novel hierarchical mode identification strategy is proposed for multimode process.•An improved density peaks clustering algorithm called LDRSDPC is presented for achieving the transition mode identification.•A decision criterion combined with local density relation is constructed to automatically...

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Bibliographic Details

Published in:	Chemical engineering science Vol. 253; p. 117556
Main Authors:	Gao, Huihui, Wei, Chen, Huang, Wenjie, Gao, Xuejin
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 18.05.2022
Subjects:	Density peaks clustering Gaussian mixture model Industrial process Mode identification Multimode process monitoring Stacked denoising autoencoder Mode identification Multimode process monitoring Stacked denoising autoencoder Gaussian mixture model Density peaks clustering Industrial process
ISSN:	0009-2509
Online Access:	Get full text
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