LSTM multivariate model based microseismic time-series prediction and rockburst early warning

Aiming at the prominent rockburst risk in deep mining of Kongzhuang coal mine with high in-situ stress and thick hard roof, this study takes microseismic monitoring time-series data as the research object, and constructs a set of rockburst prediction and early warning method based on LSTM multivaria...

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Autors principals:	Zenglun Guan, Feng Jin, Hui Zhao, Peng Wang, Yubao Zhao, Lingjin Zhu, Qiang Yuan, Yulong Chen
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-05-01
Col·lecció:	Frontiers in Earth Science
Matèries:	early warning LSTM microseismic rockburst time series prediction
Accés en línia:	https://www.frontiersin.org/articles/10.3389/feart.2026.1840913/full
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