Research on a PCA-transformer-based prediction algorithm for gas concentration in working face

Current research on gas concentration prediction in working faces of coal mines often suffers from limited feature dimensions and small dataset sizes, making it difficult to extract long-term fluctuation patterns from large-scale time-series data. To address this issue, this study proposes a Princip...

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Bibliographic Details
Main Authors: YANG Jian, SHU Longyong, ZHANG Shulin, QIN Kai, CUI Cong
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2025-05-01
Series:Gong-kuang zidonghua
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Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2024110032
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