Results 1 to 10 of about 5,718 (154)
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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Applied SciencesTo address the challenges of predicting high-intensity water inflow in regional mine clusters, this study evaluates the reliability of three methods—hydrogeological analogy, dynamic water inflow prediction models, and numerical simulations—based on ...
Jia Ding +3 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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Coal Mine Water Inflow Prediction Model Based on Multi-Factor Pearson Correlation Analysis
Applied SciencesSince geological structures around coal mines are complex, sudden coal mine water inflow is seriously threatening coal mining safety. To improve the accuracy of predicting coal mine water inflow, a multi-source dataset is collected to develop a coal mine
Liang Ma +6 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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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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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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Time series prediction model using LSTM-Transformer neural network for mine water inflow
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 +3 more
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