煤与瓦斯突出BP神经网络预测系统研究

煤与瓦斯突出是严重危害煤矿安全生产的一种非线性瓦斯动力灾害。文章将BP神经网络运用于煤与瓦斯突出预测模型,从煤与瓦斯突出的原因、BP神经网络用于煤与瓦斯突出预测的原理、运用实例三方面,对利用BP神经网络预测煤与瓦斯突出的研究加以阐释,证明了BP神经网路预测系统的精度高于传统系统。

Research on Forecasting System of Coal and Gas Outburst Based on BP Neural Network

The coal and gas outburst is the serious damage to the safety production in coal mines,a kind of nonlinear gas power disasters.In the paper,the BP neural network is used in coal and gas outburst prediction model,from the cause of coal and gas outburst,the principle of the BP neural network for coal and gas outburst prediction,and examples,three aspects with BP neural network and coal and gas outburst prediction research to explain,and prove the BP neural network prediction system is higher than that of traditional system.