Time series prediction model using LSTM-Transformer neural network for mine water inflow [PDF]
Scientific ReportsMine flooding accidents have occurred frequently in recent years, and the predicting of mine water inflow is one of the most crucial flood warning indicators.
Junwei Shi, Shiqi Wang, Pengfei Qu
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Predicting mine water inflow volumes using a decomposition-optimization algorithm-machine learning approach [PDF]
Scientific ReportsDisasters caused by mine water inflows significantly threaten the safety of coal mining operations. Deep mining complicates the acquisition of hydrogeological parameters, the mechanics of water inrush, and the prediction of sudden changes in mine water ...
Tao Hou, Hou Tao
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Analyzing water recharge mechanisms and predicting water inflow in deep mining based on hydrogeological structures: a case study [PDF]
Scientific ReportsUnderstanding water recharge mechanisms and accurately predicting water inflow are the fundamental objectives of mine hydrogeology investigation, particularly for ensuring deep mining safety.
Shichong Yuan +5 more
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Geomechanics and Geophysics for Geo-Energy and Geo-ResourcesMine water inflow is an important basis for the formulation of mining plans and the utilization of groundwater resources. The mine water inflow is the result of the combined influence of many factors.
Xiaoming Guo, Yifan Zeng, Zeng Yifan
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A comprehensive investigation of the relationship between propulsion speed and water influx in coal mine TBM inclined shaft projects [PDF]
Scientific ReportsTo explore the influence of water inflow on the safe and efficient tunneling construction of TBM in water-rich Luohe Formation sandstone. Based on the tunneling data at the main inclined shaft TBM construction site of Kekegai Coal Mine, a relationship ...
Qing Yang +3 more
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Electrocoagulation for nickel, chromium, and iron removal from mine water using aluminum electrodes [PDF]
HeliyonHigh global demand for nickel metal has contributed significantly to the growth of the nickel mining industry in Indonesia. This growth has a positive multiplier effect on the economy, with the potential to affect aquatic life and humans owing to the ...
Muhammad Ghozali Harahap +4 more
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Using roof borehole electrical resistivity tomography to monitor roof water infiltration in a mine work face [PDF]
Scientific ReportsRoof water inrush in coal mining is a significant type of water-related disaster that usually results from the interconnection of water-bearing geological formations formed by cracks during and after work face mining.
Liang Du +5 more
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Application of roof bolting to reduce water inflow into mine workings during the crossing of tectonic faults [PDF]
E3S Web of Conferences, 2021 In this work, the problem of water inflow reduction in Ukrainian coal mines, which are distinguished by difficult hydrogeological conditions, was considered.
Krukovskyi Oleksandr +3 more
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Prediction of mine water inflow and analyses of its influence on desert vegetation
Shuiwen dizhi gongcheng dizhi, 2023 Mine inflow threats mine safety production underground, and may trigger a decline in the groundwater level in the mine area, causing irreversible successional degradation of surface vegetation.
Mou LIU +5 more
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Mine water inflow prediction based on DRN-BiLSTM model
Meikuang Anquan, 2023 For the problem of low accuracy and applicability of the model prediction in the study of mine water inflow, a method of mine water inflow prediction based on bidirectional short and long memory network（BiLSTM） and deep residual network （DRN） is proposed.
LIANG Manyu, YIN Shangxian, YAO Hui, XIA Xiangxue, XU Bin, LI Shuqian, ZHANG Gaizhuo
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