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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Chemical engineering science Jg. 253; S. 117556
Hauptverfasser:	Gao, Huihui, Wei, Chen, Huang, Wenjie, Gao, Xuejin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 18.05.2022
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!