Prediction of longwall mining‐induced stress in roof rock using LSTM neural network and transfer learning method

Prediction of longwall mining‐induced stress in roof rock using LSTM neural network and transfer learning method

Abstract Real‐time monitoring of three‐dimensional stress in the field is an effective approach to detect evolving stress in roof rock and to evaluate rock bursts risk. However, the sensors or data transmission cables may be damaged due to the volatile environment found in coal mines, which can lead...

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Bibliographic Details
Main Authors: Changkun Qin, Wusheng Zhao, Kun Zhong, Weizhong Chen
Format: Article
Language:English
Published: Wiley 2022-02-01
Series:Energy Science & Engineering
Subjects:
data missing
LSTM
mining‐induced stress
monitoring
stress prediction
transfer learning
Online Access:https://doi.org/10.1002/ese3.1037

Internet

https://doi.org/10.1002/ese3.1037

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