Process monitoring using variational autoencoder for high-dimensional nonlinear processes

In many industries, statistical process monitoring techniques play a key role in improving processes through variation reduction and defect prevention. Modern large-scale industrial processes require appropriate monitoring techniques that can efficiently address high-dimensional nonlinear processes....

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Veröffentlicht in:	Engineering applications of artificial intelligence Jg. 83; S. 13 - 27
Hauptverfasser:	Lee, Seulki, Kwak, Mingu, Tsui, Kwok-Leung, Kim, Seoung Bum
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.08.2019
Schlagworte:	High-dimensional process Multivariate control chart Nonlinear process Statistical process monitoring Variational autoencoder Variational autoencoder Statistical process monitoring Multivariate control chart High-dimensional process Nonlinear process
ISSN:	0952-1976, 1873-6769
Online-Zugang:	Volltext
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