Deep Learning for Data Modeling of Multirate Quality Variables in Industrial Processes

Recently, deep-learning (DL)-based soft sensor has been widely applied to industrial processes, which plays a vital role for process monitoring, control, and optimization. However, most existing soft sensor models are established for only one quality variable or multiple quality variables with the s...

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Veröffentlicht in:IEEE transactions on instrumentation and measurement Jg. 70; S. 1 - 11
Hauptverfasser: Yuan, Xiaofeng, Feng, Lu, Wang, Kai, Wang, Yalin, Ye, Lingjian
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0018-9456, 1557-9662
Online-Zugang:Volltext
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