文章基本信息

标题：The prediction of the gas emission with artificial neural network
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作者：Q Xu ; X Zhou ; J Man 等
期刊名称：IOP Conference Series: Earth and Environmental Science
印刷版ISSN：1755-1307
电子版ISSN：1755-1315
出版年度：2019
卷号：295
期号：3
页码：1-6
DOI：10.1088/1755-1315/295/3/032008
出版社：IOP Publishing
摘要：This paper predicted the gas emission in mining face with the back propagation neural network, the radial basis function neural network and the general regression neural network. By comparing the measured values and the prediction values, it indicated that all of three artificial neural networks were capable of predicting the gas emission. And the radial basis function neural network showed the best performance in the prediction of the gas emission.