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Determination of Ash Content in Coal Using Laser-Induced Breakdown Spectroscopy with Multivariate Analysis

机译:利用多元分析测定激光诱导击穿光谱法测定煤中灰分含量

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Laser-Induced Breakdown Spectroscopy (LIBS) technique is used to determine the emission intensity of inorganic elements, such as Si, Fe, Mg, Al, Ca, Na, and K in coal samples. The average emission intensity of the inorganic elements increases with the ash content of the coal sample with R~2= 0.82. Using the LIBS data, partial least square regression (PLSR)-based multivariate analysis was performed to determine the coal ash content. The PLS approach combined with the LIBS technique resulted in the coefficient of correlation R2= 0.93, root-mean-square error RMSE= 3.5%, standard deviation SD= 11.7% and resolution= 3.7% corresponding to the reference ash data.
机译:激光诱导的击穿光谱(LIBS)技术用于确定无机元素的发光强度,例如Si,Fe,Mg,Al,Ca,Na和煤中的k。 无机元素的平均发射强度随着煤样的灰分含量与R〜2 = 0.82增加。 使用LIBS数据,进行局部最小二乘回归(PLSR)的基于多变量分析以确定煤灰含量。 PLS方法与LIBS技术结合导致相关系数R2 = 0.93,根均方误差Rmse = 3.5%,标准偏差SD = 11.7%,分辨率= 3.7%对应于参考灰分数据。

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