Prediction of gas concentration in the upper corner of mining working face based on the FEDformer-LGBM-AT architecture

In the context of the intelligent upgrading of coal mines, mining high-quality information from massive monitoring data of working faces to construct scientific models that enhance prediction duration and accuracy is crucial for preventing excessive gas concentration in the upper corner. However, th...

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Bibliographic Details

Published in:	Meitan xuebao
Main Authors:	Yunpei LIANG, Shang LI, Quangui LI, Yabo GUO, Wanjie SUN, Menghao ZHENG, Chengcheng WANG
Format:	Article
Language:	Chinese
Published:	Editorial Office of Journal of China Coal Society 2025-01-01
Subjects:	gas concentration deep learning feature construction adaptive threshold long term prediction
Online Access:	http://www.mtxb.com.cn/article/doi/10.13225/j.cnki.jccs.YG24.1512