Prediction of mine gas emission rate based on the SVM model

2008 ◽  
Author(s):  
Wang Jianping ◽  
Huang Hongxia ◽  
Li Hongbiao ◽  
Zhang Yunsheng
Keyword(s):  
Emission Rate ◽  
Gas Emission ◽  
Svm Model ◽  
Mine Gas

scholarly journals Study on Gas Emission Rate Prediction Based on Chaos Analysis

2011 ◽  
Vol 24 ◽  
pp. 106-110 ◽  
Author(s):  
Liu Yang ◽  
Shi Qingjun ◽  
Li Jing ◽  
Ma Huibin ◽  
Liu Desheng
Keyword(s):  
Emission Rate ◽  
Gas Emission ◽  
Chaos Analysis ◽  
Rate Prediction

scholarly journals Prediction method of mine gas emission based on complex neural work optimized by Wolf pack algorithm

2018 ◽  
Vol 6 (3) ◽  
pp. 85-91 ◽  
Author(s):  
Liqiang Xu ◽  
Binguo Wang ◽  
Xuedong Du ◽  
Yongfa Hong
Keyword(s):  
Prediction Method ◽  
Gas Emission ◽  
Mine Gas

Design of gas drainage modes based on gas emission rate in a gob: a simulation study

2018 ◽  
Vol 11 (16) ◽  
Author(s):  
Xiaowei Li ◽  
Chaojie Wang ◽  
Yujia Chen ◽  
Jun Tang ◽  
Yawei Li
Keyword(s):  
Simulation Study ◽  
Emission Rate ◽  
Gas Emission ◽  
Gas Drainage

Prediction of Mine Gas Emission Based on Time Series Analysis

2012 ◽  
Vol 616-618 ◽  
pp. 450-454 ◽  
Author(s):  
Hai Dong Meng ◽  
Dong Yuan Zang ◽  
Yu Chen Song
Keyword(s):  
Time Series ◽  
Time Series Analysis ◽  
Prediction Method ◽  
Ar Model ◽  
Prediction Methods ◽  
Gas Emission ◽  
Gas Concentration ◽  
Series Analysis ◽  
Mine Gas

Because the variation of mine gas concentration is influenced by various factors, so it’s impossible for traditional prediction methods of mine gas emission to include all the factors. To solve the problem, the paper proposed a prediction method of mine gas emission based on AR model of time series analysis. The experiment results indicated that the method can predict mine gas emission accurately.

A Prediction Model of Mine Gas Emission Base on a New Ant Colony Algorithm

2013 ◽  
Vol 318 ◽  
pp. 379-384 ◽  
Author(s):  
Xiao Qiang Qin
Keyword(s):  
Prediction Model ◽  
Ant Colony Algorithm ◽  
Measured Data ◽  
Ant Colony ◽  
Gas Emission ◽  
Mine Gas

In this paper a prediction model of mine gas emission base on continuous ant colony algorithm was presented aimed at the difficulty in prediction of mine gas emission. By comparing the measured data with the data calculated by the prediction model, indicated the model was accurate and credible.

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