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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Vydané v:	Chemical engineering science Ročník 253; s. 117556
Hlavní autori:	Gao, Huihui, Wei, Chen, Huang, Wenjie, Gao, Xuejin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 18.05.2022
Predmet:	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
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