Gas Sensor Array Fault Diagnosis Based on Multi-Dimensional Fusion, an Attention Mechanism, and Multi-Task Learning

With the development of gas sensor arrays and computational technology, machine olfactory systems have been widely used in environmental monitoring, medical diagnosis, and other fields. The reliable and stable operation of gas sensing systems depends heavily on the accuracy of the sensors outputs. T...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Pengyu Huang, Qingfeng Wang, Haotian Chen, Geyu Lu
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	gas sensor array fault diagnosis deep learning attention mechanism multi-task learning
Online Access:	https://www.mdpi.com/1424-8220/23/18/7836