TY - JOUR
T1 - Fast Determination of Gas Evolution Volume of Calcium Carbide by Laser-induced Breakdown Spectroscopy
AU - Shan, Yuheng
AU - Wang, Meng
AU - Li, An
AU - Zhang, Xinyu
AU - Zhang, Ying
AU - Liu, Xiaodong
AU - Liu, Ruibin
N1 - Publisher Copyright:
© 2023, Atomic Spectroscopy Press Limited. All rights reserved.
PY - 2023
Y1 - 2023
N2 - Calcium carbide is an important chemical raw material, and its gas evolution volume is a crucial indicator for its quality. However, the traditional methods to determine the gas evolution volume are costly and complicated. More important, it cannot be quantitatively detected with an in-situ real-time way. Herein, a totally new method to measure the gas evolution volume of calcium carbide based on Laser-induced breakdown spectroscopy (LIBS) is proposed for the first time. Tableting and pre-pulse were used to reduce the matrix effect. Moreover, the spectral pretreatments and standardization are necessary, including the removal of abnormal spectra, fitting and correction of background baselines and optimization of characteristic spectral line. Eventually, based on the principal component analysis combined with partial least squares method (PCA-PLS), a prediction model was successfully established, with the root mean square error of prediction set (RMSEP) of 1.498 L/kg. The average relative error of prediction set (AREP) is 0.48%. Our result illustrates that the LIBS provides a new solution for the rapid, accurate, and safe determination of gas evolution volume of calcium carbide.
AB - Calcium carbide is an important chemical raw material, and its gas evolution volume is a crucial indicator for its quality. However, the traditional methods to determine the gas evolution volume are costly and complicated. More important, it cannot be quantitatively detected with an in-situ real-time way. Herein, a totally new method to measure the gas evolution volume of calcium carbide based on Laser-induced breakdown spectroscopy (LIBS) is proposed for the first time. Tableting and pre-pulse were used to reduce the matrix effect. Moreover, the spectral pretreatments and standardization are necessary, including the removal of abnormal spectra, fitting and correction of background baselines and optimization of characteristic spectral line. Eventually, based on the principal component analysis combined with partial least squares method (PCA-PLS), a prediction model was successfully established, with the root mean square error of prediction set (RMSEP) of 1.498 L/kg. The average relative error of prediction set (AREP) is 0.48%. Our result illustrates that the LIBS provides a new solution for the rapid, accurate, and safe determination of gas evolution volume of calcium carbide.
UR - http://www.scopus.com/inward/record.url?scp=85176806542&partnerID=8YFLogxK
U2 - 10.46770/AS.2023.152
DO - 10.46770/AS.2023.152
M3 - Article
AN - SCOPUS:85176806542
SN - 0195-5373
VL - 44
SP - 253
EP - 259
JO - Atomic Spectroscopy
JF - Atomic Spectroscopy
IS - 4
ER -