Research on prediction of support parameters for coal roadways

Research on prediction of support parameters for coal roadways

Currently, algorithms such as support vector machine (SVM) and random forest (RF) are less applied in the field of coal mine roadway support. The paper studies the applicability of different machine learning models for support parameter design.Thus a higher performance model would be established to...

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Bibliographic Details
Main Authors: CHEN Pan, MA Xinmin, XIANG Junjie, CHEN Liying, LIANG Tinghao
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2023-10-01
Series:Gong-kuang zidonghua
Subjects:
coal mine roadway
machine learning
anchor rod support parameters
oversampling of synthesized minority classes
genetic algorithm optimizing support vector machine
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2022120047

Internet

http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2022120047

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