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利用MATLAB神经网络进行煤与瓦斯突出预测的研究
Research on outburst prediction based on MATLAB’s ANN
【摘要】 从煤与瓦斯突出的机理出发 ,考虑煤与瓦斯突出的综合影响因素 ,利用MATLAB神经网络工具箱 ,在VC + +中嵌入MATLAB神经网络模块 ,建立了能够准确预测煤与瓦斯突出的神经网络预测模型 ,并制成了相应的预测软件。应用该软件进行实际检验 ,预测结果完全与实际相吻合 ,可以用来准确预测工作面煤与瓦斯突出
【Abstract】 Based on the mechanism of coal and gas outburst and comprehensive factors affecting coal and gas outburst,by MATLAB’s ANN tools MATLAB’s ANN model is embedded in VISUAL C++ program and a ANN prediction model that could predict coal and gas outburst events is made.Then the model is used in actual engineering practice.The prediction results are identical with actual results.So we conclude that it can be used to predict coal and gas outburst precisely in actual engineering.
【关键词】 突出机理;
突出预测;
MATLAB神经网络;
煤与瓦斯突出;
【Key words】 mechanism of outburst; outburst prediction; MATLAB’s ANN; coal and gas outburst;
【Key words】 mechanism of outburst; outburst prediction; MATLAB’s ANN; coal and gas outburst;
【基金】 “十五”国家科技攻关重点项目 ( 2 0 0 1BA80 3B0 4 0 3)
- 【文献出处】 煤炭工程 ,Coal Engineering , 编辑部邮箱 ,2004年11期
- 【分类号】TD712.5
- 【被引频次】9
- 【下载频次】488