Gas concentration prediction model for fully mechanized coal mining face

Gas concentration prediction model for fully mechanized coal mining face

In view of problems of gas concentration prediction method based on least squares support vector machine (LS-SVM) such as easy to fall into local optimal solution, low search efficiency and easy to occur premature convergence during parameter optimization process, a gas concentration prediction mode...

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Bibliographic Details
Main Authors: LI Huan, JIA Jia, YANG Xiuyu, SONG Chunru
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2018-12-01
Series:Gong-kuang zidonghua
Subjects:
fully mechanized coal mining face
gas concentration prediction
ant colony algorithm
least squares support vector machine
k-means cluster analysis
parameter optimization
ls-svm
aco-ls-svm
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.17364

Internet

http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.17364

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