Chemometrics applied to quantitative analysis of ternary mixtures by Terahertz spectroscopy

Abstract : Chemometrics was applied to qualitative and quantitative analyses of terahertz spectra obtained in transmission mode. A series of mixtures of three pure products, namely citric acid, D-(-) fructose and α-lactose monohydrate under various concentrations were prepared as pressed pellets with polyethylene as binder. Then terahertz absorbance spectra were recorded by terahertz time domain spectroscopy and analyzed. Firstly, principal component analysis allowed to correctly locating the samples into a ternary diagram. Secondly, quantitative analysis was achieved by partial least square (PLS) regression and artificial neural networks (ANN). The concentrations were predicted with values of relative mean square error lower than 0.9 % for the three constituents. As a conclusion, chemometrics was demonstrated to be very efficient for the analysis of the ternary mixtures prepared for this study
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Article dans une revue
Analytical Chemistry, American Chemical Society, 2014, 86 (10), pp.4927-4933. <10.1021/ac500253b>
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Contributeur : Bernadette Bergeret <>
Soumis le : jeudi 24 avril 2014 - 10:37:56
Dernière modification le : jeudi 17 juillet 2014 - 17:23:48

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Josette El Haddad, Frédérick Miollis (de), Joyce Bou Sleiman, Lionel Canioni, Patrick Mounaix, et al.. Chemometrics applied to quantitative analysis of ternary mixtures by Terahertz spectroscopy. Analytical Chemistry, American Chemical Society, 2014, 86 (10), pp.4927-4933. <10.1021/ac500253b>. <hal-00982613>

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