A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks

Operation mode recognition is a prerequisite for precise regulation of key performance indicators (KPIs) in industrial processes. However, system uncertainties and the complexity of the process dynamics pose significant challenges in achieving accurate mode partitioning. This study proposes a contro...

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Bibliographic Details

Published in:	Applied soft computing Vol. 180; p. 113326
Main Authors:	Sun, Bei, Peng, Zhixuan, Dai, Juntao, Li, Yonggang
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.08.2025
Subjects:	Attention mechanism Indicator regulation potential LSTM autoencoder Monte Carlo simulation Operation mode recognition Attention mechanism Indicator regulation potential LSTM autoencoder Monte Carlo simulation Operation mode recognition
ISSN:	1568-4946
Online Access:	Get full text
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