铀
化学计量学
铀同位素
同位素
主成分分析
校准
激光诱导击穿光谱
谱线
分析化学(期刊)
化学
光谱学
计算机科学
环境化学
数学
核物理学
物理
人工智能
色谱法
统计
量子力学
天文
作者
Carlos A. Rinaldi,Norberto Boggio,Juan Vorobioff
标识
DOI:10.1002/9781119758396.ch13
摘要
Detection of special nuclear materials, such as uranium and thorium, with regard to nuclear safeguarding, is one of the main objectives of the International Atomic Energy Agency. This chapter shows how it is possible to use chemometric methods in laser-induced breakdown spectroscopy for the quantification and detection of uranium isotopes. It briefly describes the experimental method for acquiring spectra information. In order to perform the calibration with the spectra obtained and determine the ratio of uranium isotopes in the samples, the authors decided to use the Orange program. This platform allows a complete analysis of the spectra using the different chemometric algorithms such as principal component analysis and partial least squares. The chapter also presents the chemometric methods used to show how it is possible to quantify the uranium 235/238 ratio in low-resolution spectra.
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