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Enhancing gas concentration prediction and ventilation efficiency in deep coal mines: a hybrid DL-Koopman and Fuzzy-PID framework

Published Online: 2025-07-02

Authors

Yuan, Keyi

Gao, Ke

Liu, Yujiao
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (52274205, 52274205, 52274205)
License Information

Text and Data Mining valid from 2025-07-02

Version of Record valid from 2025-07-02
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Article History

Received: 11 March 2025

Accepted: 24 April 2025

First Online: 2 July 2025

Declarations

:

: The authors declare no competing interests.

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