Prediction of surrounding rock stability of coal roadway based on machine learning and its application

Prediction of surrounding rock stability of coal roadway based on machine learning and its application

The classification of surrounding rock stability of coal roadway has important theoretical and practical significance for the design, construction and management of on-site rock mass engineering.This paper selected seven key indexes that affect the surrounding rock stability of coal roadway, collect...

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Bibliographic Details
Main Authors: Ma Xinmin, Chen Pan, Chen Chen, Feng Wenyu, Zhu Peixiao, Wang Yi
Format: Article
Language:English
Published: Emergency Management Press 2023-04-01
Series:矿业科学学报
Subjects:
surrounding rock stability
classification index
machine learning
support vector machine
neural network
Online Access:http://kykxxb.cumtb.edu.cn/en/article/doi/10.19606/j.cnki.jmst.2023.02.003

Internet

http://kykxxb.cumtb.edu.cn/en/article/doi/10.19606/j.cnki.jmst.2023.02.003

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