TY - JOUR
T1 - Quantitative accuracy improvement of laser-induced breakdown spectroscopy by a modified corner-cutting method for continuum background removal
AU - Hu, Zhenlin
AU - Nie, Junfei
AU - Chen, Feng
AU - Zhang, Deng
AU - Ouyang, Zhiyong
AU - Liu, Yuanchao
AU - Chu, Yanwu
AU - Guo, Lianbo
PY - 2022/12/1
Y1 - 2022/12/1
N2 - As a popular elemental analysis technique, laser-induced breakdown spectroscopy (LIBS) has been applied in many fields, including coal analysis, nuclear industry, and deep-sea and Mars exploration. LIBS spectra have a continuum background (BG), which causes unsatisfactory analysis results, especially for calibration-free LIBS (CF-LIBS). In this work, we proposed a Moving-Average Corner-Cutting (MA-CC) method to remove BG in LIBS spectra. We compared MA-CC, Model-Free (MF), and Corner-Cutting (CC) methods by using simulated spectra, calibration curves of micro-alloyed steels, and CF-LIBS of a titanium alloy, respectively. For simulated spectra, MA-CC had the best performance in BG removal. For Ni I 345.85, Cr I 425.43, and Cu I 324.75/327.40 nm in micro-alloyed steels, the R2 values of calibration curves were more than 0.99, higher than those from MF and CC. The mean relative error of CF-LIBS results from MA-CC was 2.21%, higher than 2.36% and 2.32% of MF and CC, respectively. The results showed that the MA-CC method had the highest robustness and improved the quantitative accuracy based on calibration curves and CF-LIBS, which is significant for the further application and popularization of LIBS.
AB - As a popular elemental analysis technique, laser-induced breakdown spectroscopy (LIBS) has been applied in many fields, including coal analysis, nuclear industry, and deep-sea and Mars exploration. LIBS spectra have a continuum background (BG), which causes unsatisfactory analysis results, especially for calibration-free LIBS (CF-LIBS). In this work, we proposed a Moving-Average Corner-Cutting (MA-CC) method to remove BG in LIBS spectra. We compared MA-CC, Model-Free (MF), and Corner-Cutting (CC) methods by using simulated spectra, calibration curves of micro-alloyed steels, and CF-LIBS of a titanium alloy, respectively. For simulated spectra, MA-CC had the best performance in BG removal. For Ni I 345.85, Cr I 425.43, and Cu I 324.75/327.40 nm in micro-alloyed steels, the R2 values of calibration curves were more than 0.99, higher than those from MF and CC. The mean relative error of CF-LIBS results from MA-CC was 2.21%, higher than 2.36% and 2.32% of MF and CC, respectively. The results showed that the MA-CC method had the highest robustness and improved the quantitative accuracy based on calibration curves and CF-LIBS, which is significant for the further application and popularization of LIBS.
KW - AUTOMATIC CORRECTION
KW - SPECTROMETRY
KW - EMISSION
KW - LIBS
UR - http://www.scopus.com/inward/record.url?scp=85141744662&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85141744662&origin=recordpage
U2 - 10.1039/d2ja00298a
DO - 10.1039/d2ja00298a
M3 - RGC 21 - Publication in refereed journal
SN - 0267-9477
VL - 37
SP - 2573
EP - 2580
JO - Journal of Analytical Atomic Spectrometry
JF - Journal of Analytical Atomic Spectrometry
IS - 12
ER -