Mechanistic block‐based attention mechanism stacked autoencoder for describing typical unit connection industrial processes and their monitoring

The overall information of a process can be obtained through global modelling, and the local information is easily ignored in the research of the industrial process monitoring of unit connection. Thus, finding the global type of faults is easy, but occurs at the expense of drowning out the local fau...

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Veröffentlicht in:	Canadian journal of chemical engineering Jg. 102; H. 1; S. 291 - 306
Hauptverfasser:	Wang, Chenhao, Tang, Xujia, Yu, Jianbo, Yang, Xiaofeng, Yan, Xuefeng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken, USA John Wiley & Sons, Inc 01.01.2024 Wiley Subscription Services, Inc
Schlagworte:	Algorithms attention Fault detection Mathematical models mechanism block Modelling Monitoring process monitoring stacked autoencoder
ISSN:	0008-4034, 1939-019X
Online-Zugang:	Volltext
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