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基于地理信息系統和神經網絡的煤與瓦斯突出預警

Early warning of coal and gas outburst by GIS and neural network

  • 摘要: 依據煤與瓦斯突出機理及突出過程物理特征,結合煤礦安全監測系統,提出以瓦斯濃度和煤體溫度時間序列的煤與瓦斯突出預警指標,利用GIS技術和人工神經網絡建立了煤與瓦斯突出預警模型.某礦17180工作面的預警結果表明:預警模型可以為煤與瓦斯突出預警提供技術支持.

     

    Abstract: Based on the mechanism of coal and gas outburst and the physical characters of outburst process, in combination with a coal mine safety monitoring system, early warning indexes were proposed by the time series of methane concentration and coal temperature. An early warning model of coal and gas outburst was built by globe information system (GIS) technology and artificial neural network. Taking 17180 working face for an example, the early warning model was tested in an exact mine. The result shows that the model can provide technical support for early warning of coal and gas outburst.

     

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