Industrial Process Fault Detection with Multi-View Feature Fusion Attention Mechanism Assisted Autoencoder Network

Fault detection technology plays a crucial role in ensuring the safety and efficiency of industrial processes. Industrial processes are subject to changing operating conditions, causing their characteristics to evolve over time and exhibit dynamic, non-Gaussian, and non-linear behaviors in the data....

Full description

Bibliographic Details

Published in:	IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C) (Online) pp. 1113 - 1122
Main Authors:	Tong, Yifan, Wang, Zhaojing, Yan, Xiaoyun, Hu, Xinrong, Li, Lijun
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2024
Subjects:	Accuracy attention mechanism Attention mechanisms Data mining Data models dynamic feature Fault detection Feature extraction Independent component analysis non-Gaussian feature non-linear feature Security Software quality Software reliability
ISSN:	2693-9371
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!