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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Vydané v:	Engineering applications of artificial intelligence Ročník 83; s. 13 - 27
Hlavní autori:	Lee, Seulki, Kwak, Mingu, Tsui, Kwok-Leung, Kim, Seoung Bum
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.08.2019
Predmet:	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
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