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Determination of the Oxidation State of Iron by X-ray Fluorescence Spectroscopy Using Chemometric Approaches
被引:3
作者:
Panchuk, V. V.
[1
,2
,3
]
Rabdano, N. O.
[2
]
Goidenko, A. A.
[2
]
Grebenyuk, A. V.
[1
]
Irkaev, S. M.
[1
]
Semenov, V. G.
[1
,2
]
机构:
[1] Russian Acad Sci, Inst Analyt Instrumentat, St Petersburg 198095, Russia
[2] St Petersburg State Univ, Inst Chem, St Petersburg 198504, Russia
[3] St Petersburg Natl Res Univ Informat Technol Mech, Fac Photon, St Petersburg 197101, Russia
关键词:
X-ray fluorescence spectroscopy;
oxidation state;
chemometrics;
K-nearest neighbors algorithm;
projection on latent structures;
principal component analysis;
URANIUM;
D O I:
10.1134/S1061934817040128
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
A possibility of identification of the oxidation state of iron by wavelength dispersive X-ray fluorescence spectroscopy using both the position and intensity of L (alpha) and L (beta) spectral lines of iron and by principal component analysis score data obtained by the decomposition of the spectral region corresponding to spectral L-series lines of iron is demonstrated. The application of scores ensures a more reliable identification in comparison with line parameters (position and intensity). Two approaches based on projection on latent structures (PLS) regression for the determination of the concentration of iron in different oxidation states are proposed. The first approach consists in using reference models with compositions similar to those of analyzed samples. In the second approach, PLS regression was build using model spectra obtained from spectra of readily available iron compounds.
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页码:662 / 670
页数:9
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