Rapid quantitative analysis of trace elements in plutonium alloys using a handheld laser-induced breakdown spectroscopy (LIBS) device coupled with chemometrics and machine learning
Author:
Affiliation:
1. Air Force Institute of Technology
2. USA
3. Actinide Analytical Chemistry
4. Chemistry Division
5. Los Alamos National Laboratory
6. Los Alamos
Abstract
We present the first reported quantification of trace elements in plutonium via a portable laser-induced breakdown spectroscopy (LIBS) device and demonstrate the use of chemometric analysis to enhance the handheld device's sensitivity and precision.
Funder
Defense Threat Reduction Agency
Los Alamos National Laboratory
Publisher
Royal Society of Chemistry (RSC)
Subject
General Engineering,General Chemical Engineering,Analytical Chemistry
Link
http://pubs.rsc.org/en/content/articlepdf/2021/AY/D1AY00826A
Reference58 articles.
1. P. Torrione , L.Collins and K.Morton , Laser Spectroscopy for Sensing , Woodhead Publishing , 2014 , pp. 125 – 164
2. Multivariate analysis of remote laser-induced breakdown spectroscopy spectra using partial least squares, principal component analysis, and related techniques
3. Analytical predictive capabilities of Laser Induced Breakdown Spectroscopy (LIBS) with Principal Component Analysis (PCA) for plastic classification
4. Exploration of megapixel hyperspectral LIBS images using principal component analysis
5. Comparison of principal components regression, partial least squares regression, multi-block partial least squares regression, and serial partial least squares regression algorithms for the analysis of Fe in iron ore using LIBS
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