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上隅角瓦斯浓度预测及其处理方法的优选
引用本文:刘见中.上隅角瓦斯浓度预测及其处理方法的优选[J].煤炭科学技术,2004,32(2):7-10.
作者姓名:刘见中
作者单位:煤炭科学研究总院,科技发展部,北京,100013
摘    要:通过对影响上隅角瓦斯分布规律及瓦斯积聚处理方法的各因素综合分析,归纳出其主要的8个非相关性因素。建立了BP神经网络上隅角瓦斯浓度预测和积聚瓦斯处理方法优化数学模型,确定了神经网络的结构参数,并对网络进行了训练和验算,编制了相关程序,得到了实用的神经网络运行软件。该软件的应用效果很好。

关 键 词:神经网络  上隅角瓦斯  浓度预测  处理方法  优选
文章编号:0253-2336(2004)02-0007-04

Optimization of top corner gas content prediction and control method
LIU Jian-zhong.Optimization of top corner gas content prediction and control method[J].Coal Science and Technology,2004,32(2):7-10.
Authors:LIU Jian-zhong
Abstract:With a comprehensive analysis on the different factors influenced to the top corner gas distribution law and accumulated gas control method, the paper concluded the main eight non related factors. The optimized mathematic model of top corner gas content prediction and accumulated gas control method in the BP nerval network were established. The structural parameters of the nerval network were set up. A training and calculation were conducted on the network. The related programs were made. The applied operation software of the nerval network was obtained. The applied results of the nerval network software are good.
Keywords:nerval network  top corner gas  gas content prediction  control method  optimization
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