A novel process monitoring approach based on variational recurrent autoencoder

Modern manufacturing plants demand not only more intelligent but also safer and more reliable process monitoring systems. With large number of variables measured and stored, significant progress has been made in the past decade on data-driven process monitoring methods and many of them have been suc...

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Vydáno v:	Computers & chemical engineering Ročník 129; s. 106515
Hlavní autoři:	Cheng, Feifan, He, Q. Peter, Zhao, Jinsong
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 04.10.2019
Témata:	Alarm management Dynamics Fault detection Nonlinearity Process monitoring Variational recurrent autoencoder Process monitoring Variational recurrent autoencoder Nonlinearity Fault detection Dynamics Alarm management
ISSN:	0098-1354, 1873-4375
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