TY - JOUR
T1 - Plasma characteristics and element analysis of steels from a nuclear power plant based on fiber-optic laser-induced breakdown spectroscopy
AU - Wu, Jian
AU - Yu, Han
AU - Qiu, Yan
AU - Zhang, Zhi
AU - Liu, Tao
AU - Xue, Fei
AU - Yu, Weiwei
AU - Li, Xingwen
AU - Qiu, Aici
N1 - Publisher Copyright:
© 2018 IOP Publishing Ltd.
PY - 2019/1/2
Y1 - 2019/1/2
N2 - The laser-produced plasma and laser-induced breakdown spectroscopy (LIBS) of two steels from a nuclear power plant, including the Z3CN20-09M steel used for the main reactor coolant pipes, and the 16MND5 steel used for nuclear reactor pressure vessels. These were investigated based on a fiber-optic LIBS system. Under the same input laser energy, the laser-produced plasma from the Z3CN20-09M steel had a weaker emission intensity compared to the 16MND5 steel, probably due to a greater content of Cr. Thus, plasma from the Z3CN20-09M steel had a larger kinetic energy and induced a faster expansion shockwave in air. Calibrations of the fiber-optic LIBS system by the means of internal standardization, support vector regression and random forest regression were set up. For the Cr element, as a major element in Z3CN20-09M (19.33wt.%), it was determined with the relative error controlled under 3.5%; as a trace element (0.11wt.%) in 16MND5 it was measured with the best root-mean-square error of prediction as 0.032wt.%, and the Mn content (1.19-1.51wt.%) in both steels was measured with the relative error around 10%.
AB - The laser-produced plasma and laser-induced breakdown spectroscopy (LIBS) of two steels from a nuclear power plant, including the Z3CN20-09M steel used for the main reactor coolant pipes, and the 16MND5 steel used for nuclear reactor pressure vessels. These were investigated based on a fiber-optic LIBS system. Under the same input laser energy, the laser-produced plasma from the Z3CN20-09M steel had a weaker emission intensity compared to the 16MND5 steel, probably due to a greater content of Cr. Thus, plasma from the Z3CN20-09M steel had a larger kinetic energy and induced a faster expansion shockwave in air. Calibrations of the fiber-optic LIBS system by the means of internal standardization, support vector regression and random forest regression were set up. For the Cr element, as a major element in Z3CN20-09M (19.33wt.%), it was determined with the relative error controlled under 3.5%; as a trace element (0.11wt.%) in 16MND5 it was measured with the best root-mean-square error of prediction as 0.032wt.%, and the Mn content (1.19-1.51wt.%) in both steels was measured with the relative error around 10%.
KW - fiber-optic LIBS System
KW - laser-induced breakdown spectroscopy
KW - laser-produced plasma
KW - random forest regression
KW - steel analysis
KW - support vector regression
UR - https://www.scopus.com/pages/publications/85056699821
U2 - 10.1088/1361-6463/aae7b4
DO - 10.1088/1361-6463/aae7b4
M3 - 文章
AN - SCOPUS:85056699821
SN - 0022-3727
VL - 52
SP - 1DUMMMY
JO - Journal of Physics D: Applied Physics
JF - Journal of Physics D: Applied Physics
IS - 1
M1 - 014006
ER -