Wavelet-based interference correction for laser-induced breakdown spectroscopy

被引:39
作者
Guo, Y. M. [1 ]
Deng, L. M. [1 ]
Yang, X. Y. [1 ]
Li, J. M. [1 ]
Li, K. H. [1 ]
Zhu, Z. H. [1 ]
Guo, L. B. [1 ]
Li, X. Y. [1 ]
Lu, Y. F. [1 ]
Zeng, X. Y. [1 ]
机构
[1] Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
QUANTITATIVE-ANALYSIS; CARBON CONTENT; LIBS; TEMPERATURE; PLASMAS; LINES;
D O I
10.1039/c7ja00204a
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
To minimize the impact of spectral interference on laser-induced breakdown spectroscopy (LIBS) quantitative analyses, an algorithm based on wavelet transform was developed for simultaneous correction of spectral interference and continuum background. The root-mean-square error of calibration (RMSEC) of the univariate regression model for the element of interest was applied to determine the wavelet function, decomposition level, and scaling factor alpha. When the interference-free analytical lines of the elements of interest cannot be directly obtained from the measured spectra, they can be extracted from the spectra with the developed method for quantitative analysis. This method was applied for LIBS analyses of chromium (Cr), silicon (Si), titanium (Ti), and manganese (Mn) with continuum backgrounds and spectral interference in low alloy steel samples. The root-mean-square errors of cross-validation (RMSECV) of elements Cr, Si, Ti, and Mn were 0.0295, 0.0140, 0.0183, and 0.0558 wt%, respectively. The results demonstrated that the developed algorithm contributed to accuracy improvement for LIBS quantitative analyses with the presence of spectral interference.
引用
收藏
页码:2401 / 2406
页数:6
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