共 45 条
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
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Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Yu, Han
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Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Qiu, Yan
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Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Zhang, Zhi
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Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Liu, Tao
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机构:
Suzhou Nucl Power Res Inst, Suzhou 215004, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Xue, Fei
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Suzhou Nucl Power Res Inst, Suzhou 215004, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Yu, Weiwei
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机构:
Suzhou Nucl Power Res Inst, Suzhou 215004, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Li, Xingwen
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Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China

Qiu, Aici
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机构:
Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
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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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Guo, L. B.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Hao, Z. Q.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Tang, Y.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Ma, S. X.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Zeng, Q. D.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China
Hubei Engn Univ, Sch Phys & Elect Informat Engn, Xiaogan 432000, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Tang, S. S.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Li, X. Y.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Lu, Y. F.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China

Zeng, X. Y.
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Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China Huazhong Univ Sci & Technol, WNLO, Wuhan 430074, Hubei, Peoples R China