Adaptive denoising autoencoder for robust fault detection

In real chemical processes, the collected data is often subject to interference from ambient environmental noise, resulting in a decline in the detection performance. Although denoising autoencoder can realize robust fault detection to a certain extent, its performance is limited by the addition of...

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Bibliographic Details

Published in:	Process safety and environmental protection Vol. 188; pp. 860 - 876
Main Authors:	Li, Zixuan, Zhao, Haitao
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2024
Subjects:	Denoising autoencoder Diffusion model Process monitoring Robust fault detection Process monitoring Robust fault detection Denoising autoencoder Diffusion model
ISSN:	0957-5820, 1744-3598
Online Access:	Get full text
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