| 综掘工作面瓦斯涌出量的支持向量机预测模型 |
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| 引用本文： | 崔邯龙,李海涛,孟文清. 综掘工作面瓦斯涌出量的支持向量机预测模型[J]. 煤炭工程, 2009, 0(2) |
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| 作者姓名： | 崔邯龙 李海涛 孟文清 |
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| 作者单位： | 1. 河北工程大学,河北,邯郸,056038
2. 安阳师范学院,河南,安阳,455000 |
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| 摘 要： | 通过对支持向量机回归原理的分析,设计出预测综掘工作面瓦斯涌出量的支持向量机模型.然后,在所设计模型的基础上,采用Matlab语言,实现了该模型.运用训练样本对模型进行训练和实际数据样本进行仿真,得到了很好的预测效果.从预测结果可以看出,达到了工程实际能够接受的预测精度,说明该模型能够用于矿井的综掘工作面瓦斯涌出量预测.
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| 关 键 词： | 综掘工作面 瓦斯涌出量 支持向量机 预测 |
Prediction model of support vector machine for gas emission quantity of fully mechanized roadway driving face |
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| CUI Han-long,LI Hai-tao,MENG Wen-qing. Prediction model of support vector machine for gas emission quantity of fully mechanized roadway driving face[J]. Coal Engineering, 2009, 0(2) |
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| Authors: | CUI Han-long LI Hai-tao MENG Wen-qing |
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| Affiliation: | 1.Hebei University of Engineering;Handan;056038;China;2.Department of Civil Engineering;Anyang Normal University;Anyang;455000;China |
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| Abstract: | Based on the analysis on the regression principle of the support vector machine,a support vector machine model was established to predict the gas emission of the fully mechanized roadway driving workface.Base on the model designed,MATLAB software was applied to the model.With the training text,the model was trained and the simulation test was conducted with the actual data text.Good results of the prediction were obtained.The prediction results showed that the actual engineering could accept the predicted a... |
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| Keywords: | fully-mechanized coal driving workface gas emission support vector machine prediction |
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