Quantitative Analysis of Carbon Content in Bituminous Coal by Laser-Induced Breakdown Spectroscopy Using UV Laser Radiation

被引:15
作者
Li Xiongwei [1 ,3 ]
Mao Xianglei [2 ]
Wang Zhe [1 ]
Russo, Richard E. [2 ]
机构
[1] Tsinghua Univ, Dept Thermal Engn, State Key Lab Power Syst, Tsinghua BP Clean Energy Ctr, Beijing 100084, Peoples R China
[2] Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Berkeley, CA 94720 USA
[3] Guodian New Energy Technol Res Inst, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
LIBS; coal; carboncontent; PLS; quantitative measurement; SPECTRUM STANDARDIZATION; ELEMENTAL ANALYSIS; INDUCED PLASMAS; ABLATION; MODEL;
D O I
10.1088/1009-0630/17/11/07
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
The carbon content of bituminous coal samples was analyzed by laser-induced breakdown spectroscopy. The 266 nm laser radiation was utilized for laser ablation and plasma generation in air. The partial least square method and the dominant factor based PLS method were used to improve the measurement accuracy of the carbon content of coal. The results showed that the PLS model could achieve good measurement accuracy, and the dominant factor based PLS model could further improve the measurement accuracy. The coefficient of determination and the root-mean-square error of prediction of the PLS model were 0.97 and 2.19%, respectively; and those values for the dominant factor based PLS model were 0.99 and 1.51%, respectively. The results demonstrated that the 266 nm wavelength could accurately measure the carbon content of bituminous coal.
引用
收藏
页码:928 / 932
页数:5
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