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The hydrogeological conditions of the Qianbei coalfield are complex, and karst water in the roof rock frequently disrupts mining operations, leading to frequent water inrush incidents.
Lulin Zheng +6 more
doaj +4 more sources
The accurate prediction of the height of the water-conducting fracture zone is essential for the prevention of roof damage by water disasters in coal mines.
Cunjin Lu +4 more
doaj +3 more sources
Multiple Influence Factor Sensitivity Analysis and Height Prediction of Water-Conducting Fracture Zone [PDF]
To explore the influence law and sensitivity of various factors on the height of the water-conducting fracture zone, and further predict the development height of the water-conducting fracture zone, taking the field survey and collected actual measured ...
Xiaobin Li +4 more
doaj +2 more sources
Elastic wave prospecting of water-conducting fractured zones in coal mining
In order to understand the development law of water-conducting fractures in overlying strata during the mining process of coal seam, an elastic wave exploration method based on key stratum theory is proposed to predict the height of water-conducting ...
Bingchao Zhao +4 more
doaj +3 more sources
Accurate division of the water-conducting fracturing zone (WCFZ) in the mining overburden serves as an important basis to evaluate the stability of coal mining under water bodies. Research on the WCFZ is conducive to controlling surface subsidence and realizing safe coal mining under water.
Yi Tan, Weitao Yan, Wenbing Guo
exaly +2 more sources
Predicting the Water-Conducting Fracture Zone (WCFZ) Height Using an MPGA-SVR Approach [PDF]
Mine water that inrushes from coal-roof strata has always posed a substantial threat to mining activities every year. Therefore, an accurate prediction of the water-conducting fracture zone (WCFZ) height in the mining overburden strata is of great significance for the prevention and control of mine water accidents.
Jinfu Lou
exaly +2 more sources
Comparison of prediction models for the development height of water-conducting fractured zone
In order to improve the accuracy of the prediction of the development height of the water-conducting fissure zone, by collecting the measured data of the lead height in the areas with similar geological and mining conditions in the past, the four factors
XUN Bohui, LYU Yiqing, YAO Xing
doaj +2 more sources
Most coal mines in Ordos Basin are mainly Jurassic coal seams. The mining conditions are characterized by large mining height and depth. The roof aquifer is numerous and poses a serious threat to mine safety.
QIN Wei, LI Wenping
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Prediction of coal mine water conduction fracture zone height based on integrated learning model. [PDF]
Abstract To enhance the accuracy of predicting the height of water-conducting fracture zones (WCFZ) in coal mines, this study proposes a novel stacked ensemble learning model. The model integrates XGBoost and Support Vector Regression (SVR) as base learners, with CatBoost serving as the meta-learner, forming a two-layer architecture.
Wang M +8 more
europepmc +4 more sources
Study on the development pattern of continuous aquitard water-conducting fracture zones and rock layer detection borehole camera technology [PDF]
The northern part of Guizhou Province is rich in coal resources, but mining safety is threatened by water - bearing strata. This study zeroes in on Longfeng Coal Mine in Guizhou Province and delves into the issue of water damage in coal mines under ...
Enyu Xu +8 more
doaj +2 more sources

