Research progress on neural network algorithms for mixed gas detection in coal mines

Research progress on neural network algorithms for mixed gas detection in coal mines

When coal mine gas sensors are used for mixed gas detection, there is cross interference between measurement signals. It is difficult to ensure detection accuracy. For the same gas to be identified, the recognition precision of traditional gas recognition algorithms is lower than that of gas recogni...

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Bibliographic Details
Main Authors: JIAO Mingzhi, SHEN Zhongli, ZHOU Yangming, HE Xinjian, HE Yaoyi
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2023-09-01
Series:Gong-kuang zidonghua
Subjects:
coal mine safety monitoring
mixed gas detection
neural network algorithm
sensor array
bp neural network
cnn
rnn
rbf neural network
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.18105

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http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.18105

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