Spatiotemporal distribution prediction of gas concentration based on GCN-GRU

Spatiotemporal distribution prediction of gas concentration based on GCN-GRU

In the complex environment of coal mines, the prediction precision of traditional gas concentration prediction models is relatively low. Although the traditional gas concentration prediction model is optimized by introducing various optimization algorithms to improve the gas concentration prediction...

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Bibliographic Details
Main Authors: QIN Jiaxin, GE Shuwei, LONG Fengqi, ZHANG Yongqian, LI Xue
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2023-05-01
Series:Gong-kuang zidonghua
Subjects:
gas concentration prediction
spatiotemporal features of gas concentration
spatial node diagram
graph convolutional networks
gated recurrent unit
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2022060105

Internet

http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2022060105

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