Simultaneous determination of sulfur, nitrogen and ash for vegetable tannins using ATR-FTIR spectroscopy and multivariate regression

被引:13
|
作者
Weiler, Fabio Henrique [1 ]
Grasel, Fabio dos Santos [1 ]
Lourega, Rogerio Vescia [2 ,3 ]
Ramos, Alessandro da Silva [2 ,3 ]
Ferrao, Marco Flores [1 ]
机构
[1] Univ Fed Rio Grande do Sul, Inst Quim, Ave Bento Goncalves 9500, BR-91501970 Porto Alegre, RS, Brazil
[2] Pontificia Univ Catolica Rio Grande do Sul, Inst Petr & Nat Resources, Av Ipiranga 6681 Bldg 96J, BR-90619900 Porto Alegre, RS, Brazil
[3] Pontificia Univ Catolica Rio Grande do Sul, Fac Quim FAQUI, Av Ipiranga 6681 Bldg 12B, BR-90619900 Porto Alegre, RS, Brazil
关键词
Vegetable tannins; Multivariate regression; Fourier transform infrared spectroscopy; Partial least square; NEAR-INFRARED SPECTROSCOPY; CALCIUM LIGNOSULFONATE; CONDENSED TANNINS; ACACIA-MEARNSII; DIGITAL IMAGES; EXTRACTS; CLASSIFICATION; IDENTIFICATION; CHEMOMETRICS; METHODOLOGY;
D O I
10.1016/j.microc.2019.103994
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The quantification of sulfur, nitrogen and ash content in tannins of mimosa (Acacia mearnsii) and quebracho (Schinopsis sp.) is of fundamental importance for its industrial use. Thus, an analytical method capable of identifying these properties by attenuated total reflection-Fourier transform infrared spectroscopy (ATR-FTIR) was developed using multivariate regression methods. Partial least squares regression (PIS) method was used as well as the interval partial least squares (iPLS) and the synergy interval partial least squares (siPLS). The developed models were compared based on the root of the mean square errors (RMSE) and determination coefficients (R-2). The results showed that both the iPLS and the siPLS, using the infrared data, obtained satisfactory results, but having a small improvement with the use of the siPLS. In general, the proposed method does not require reagent consumption, being much faster than traditional techniques, allowing potential applications for simultaneous determination of sulfur, nitrogen and ash contents for routine analysis of plant tannins by FTIR data.
引用
收藏
页数:8
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