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A rapid identification model of mine water inrush based on PSO-XGBoost

Mine water inrush is one of the main threats to mine safety production. Rapid analysis of the cause of water inrush and accurate identification of water inrush source are the key steps of mine water inrush disaster control. In order to effectively prevent and control mine water inrush disaster and i...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Donglin DONG, Longqiang ZHANG, Enyu ZHANG, Peiqi FU, Yuqi CHEN, Xindong LIN, Huizhe LI
Format: Artigo
Sprache:Chinês
Veröffentlicht: Editorial Department of Coal Science and Technology 2023-07-01
Schriftenreihe:Meitan kexue jishu
Schlagworte:
mine water inrush
water source identification
particle swarm optimization algorithm
xgboost
machine learning
parameter optimization
Online-Zugang:http://www.mtkxjs.com.cn/article/doi/10.13199/j.cnki.cst.2023-0446
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