Method for Quickly Identifying Mine Water Inrush Using Convolutional Neural Network in Coal Mine Safety Mining

2021 ◽  
Author(s):  
Bo Fang
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Coal Mine ◽  
Mine Water ◽  
Water Inrush ◽  
Mine Safety ◽  
Coal Mine Safety

scholarly journals Identification of mine water inrush using laser-induced fluorescence spectroscopy combined with one-dimensional convolutional neural network

RSC Advances ◽  
2019 ◽  
Vol 9 (14) ◽  
pp. 7673-7679 ◽  
Author(s):  
Feng Hu ◽  
Mengran Zhou ◽  
Pengcheng Yan ◽  
Datong Li ◽  
Wenhao Lai ◽  
...  
Keyword(s):  
Neural Network ◽  
Fluorescence Spectroscopy ◽  
Convolutional Neural Network ◽  
Mine Water ◽  
Water Inrush ◽  
Laser Induced Fluorescence ◽  
One Dimensional ◽  
Lif Spectroscopy

LIF spectroscopy combined with 1D CNN can identify mine water inrush quickly and accurately without complicated pretreatment.

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