Plasma characteristics and element analysis of steels from a nuclear power plant based on fiber-optic laser-induced breakdown spectroscopy

被引:26
作者
Wu, Jian [1 ]
Yu, Han [1 ]
Qiu, Yan [1 ]
Zhang, Zhi [1 ]
Liu, Tao [2 ]
Xue, Fei [2 ]
Yu, Weiwei [2 ]
Li, Xingwen [1 ]
Qiu, Aici [1 ]
机构
[1] Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
[2] Suzhou Nucl Power Res Inst, Suzhou 215004, Peoples R China
基金
中国国家自然科学基金;
关键词
laser-produced plasma; laser-induced breakdown spectroscopy; fiber-optic LIBS system; steel analysis; support vector regression; random forest regression; SUPPORT VECTOR REGRESSION; QUANTITATIVE-ANALYSIS; SELF-ABSORPTION; ALUMINUM-ALLOYS; LIBS; CLASSIFICATION; CALIBRATION; SAMPLES;
D O I
10.1088/1361-6463/aae7b4
中图分类号
O59 [应用物理学];
学科分类号
摘要
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%.
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页数:12
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