MODELING AND SIMULATION OF COAL GAS CONCENTRATION PREDICTION BASED ON THE BP NEURAL NETWORK

被引：0
|
作者：
Xu Lei [1 ]
Zhang Zhen [1 ]
Ye Sheng [1 ]
Lu Guilin [1 ]
机构：
[1] China Univ Min & Technol, Sch Mech & Civil Engn, Jiangsu, Peoples R China
来源：
3RD INTERNATIONAL SYMPOSIUM ON INFORMATION ENGINEERING AND ELECTRONIC COMMERCE (IEEC 2011), PROCEEDINGS | 2011年
关键词：
coal mine safety; gas concentration; the BP neural network; prediction; model;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
On the basis of various influence factors of mine gas concentration with nonlinear characteristics, we build mine gas concentration prediction model construction based on the BP algorithm, so as to realize the nonlinear mapping of coal mine, thus achieving the purpose of gas concentration prediction. MATLAB simulation results show that the model possesses high accuracy, fast forecasting speed and good prediction effect etc.
引用
收藏
页码：170 / 173
页数：4
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