煤矿灾害气体的傅里叶变换红外光谱定量方法

    Quantitative Method of Fourier Transform Infrared Spectroscopy for Disaster Gases in Coalmine

    • 摘要: 为提高煤矿灾害气体红外光谱定量分析的准确性,利用傅里叶变换红外光谱分析仪,对煤矿灾害气体的傅里叶变换红外光谱定量分析方法进行了研究,建立了针对煤矿灾害气体的傅里叶变化红外光谱定量计算模型与定量校正模型,利用支持向量机理论对煤矿灾害气体中烷烃类气体的图谱交叠问题进行了改进,在一定程度上初步满足了煤矿灾害气体定量检测的需求。结果表明:CH4、i-C4H10、C2H4、C3H6、C2H2与CO定量分析结果的准确性相对较高,绝对偏差也较小;C2H6、C3H8、n-C4H10与CO2定量分析结果的准确性相对较低,但其绝对偏差较小,因此以上10种煤矿灾害气体均可利用傅里叶变换红外光谱定量方法进行定量分析。

       

      Abstract: In order to improve the accuracy of infrared spectroscopy quantitative analysis for disaster gases in coal mine, Fourier transform infrared spectrometer was used to study the quantitative method of Fourier transform infrared spectroscopy for disaster gases in coalmine. The quantitative calculation and calibration models were built up. According to the theory of support vector machine, the spectrogram overlapping problem of paraffin gases was improved. The quantitative method meets the needs of quantitative analysis for disaster gases in coalmine. The results show that the accuracy of quantitative analysis for CH4, i-C4H10, C2H4, C3H6, C2H2 and CO is relatively high, and the absolute deviation is small. The accuracy of quantitative analysis for C2H6、C3H8、n-C4H10 and CO2 is relatively low, but the absolute deviation is small. Therefore, quantitative method of Fourier transform infrared spectroscopy can be used to analyze ten kinds of disaster gas in coalmine.

       

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