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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Rolling predictive optimal scheduling of reservoirs for flood control and power generation under prediction uncertainty [PDF]
Scientific ReportsThe Xiajiang Reservoir, located in the middle Ganjiang River of the Yangtze River Basin, requires scientific inflow prediction and optimised scheduling to balance the flood control and power generation.
Zhongzheng He +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.
Bo Li +4 more
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Prediction of water inflow of a coal mine of Shaanxi
Gong-kuang zidonghua, 2016 Main factors and indicators that affect water inflow of a coal mine of Shaanxi were analyzed according to its hydrogeological conditions. BP neural network and large-well method were used to predict water inflow of different working faces of the second ...
ZHANG Yaowen +3 more
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Prediction of water inflow in water-sealed oil storage caverns based on fracture seepage effect
Rock and Soil Mechanics, 2022 The accurate prediction on the spatial distribution of water inflow and seepage characteristics in the cavern is one of the basic tasks to ensure the safety and economy during construction and operation of the underground water-sealed oil cavern.
JIANG Zhong-ming +4 more
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Mine water inflow prediction model based on variational mode decomposition and gated recurrent units optimized by improved chimp optimization algorithm [PDF]
Scientific ReportsWater damage accidents occur frequently in mines in China, and accurate prediction of incoming water has become an important guarantee for the safe and efficient mining of coal resources.
Juntao Chen, Mingjin Fan
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Analyzing water recharge mechanisms and predicting water inflow in deep mining based on hydrogeological structures: a case study. [PDF]
Sci RepUnderstanding water recharge mechanisms and accurately predicting water inflow are the fundamental objectives of mine hydrogeology investigation, particularly for ensuring deep mining safety. These investigation findings establish a scientific basis for planning drainage systems, optimizing mining layouts, and developing water hazard prevention and ...
Yuan S +5 more
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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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Mine Water Inflow Prediction Using a CEEMDAN-OVMD-Transformer Model
Applied SciencesCoal is a vital part of China’s energy system, and accurately predicting mine water inflow is crucial for ensuring the safety and efficiency of coal mining.
Yang Li, Qiang Wu, Fangchao Lei
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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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