Search Results - Pengzhen YAN

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    Comparative study on RF-BP model prediction of mining water-conducting fracture zone height in Binchang Coal Mine by Yadong JI, Xuan LIU, Kaipeng ZHU, Chunhu ZHAO, Kai LI, Chenhan YUAN, Panpan LI, Pengzhen YAN

    Published 2025-07-01

    The occurrence conditions of coal seams in western Huanglong Jurassic coalfield are generally thick, of which the average thickness of coal seams in Binchang Mining Area is greater than 5 m, and the thickest coal seam can reach 14 m, and the fully mechanized caving technology is often adopted, resul...

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    Construction and application of a TCN-LSTM-SVM-based time series prediction model for water inflow in coal seam roofs by Xuan LIU, Yadong JI, Kaipeng ZHU, Chunhu ZHAO, Kai LI, Chaofeng LI, Chenhan YUAN, Panpan LI, Pengzhen YAN

    Published 2025-06-01

    BackgroundThe accurate prediction of mine water inflow plays a significant role in the prevention and control of water hazards and the safe and efficient production in coal mines. MethodsTo construct a prediction model of water inflow in mines under threat of water hazards from extremely thick sands...

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