Quantitative determination of epoxidized soybean oil using near-infrared spectroscopy and multivariate calibration

被引:38
作者
Parreira, TF
Ferreira, MMC [1 ]
Sales, HJS
de Almeida, WB
机构
[1] Univ Estadual Campinas, Inst Quim, BR-13083970 Campinas, SP, Brazil
[2] Henkel SA Ind Quim, BR-12300000 Jacarei, SP, Brazil
关键词
soybean oil; near-infrared spectroscopy; NIRS; poly(vinyl chloride); PVC; chemometrics; partial least squares; PLS;
D O I
10.1366/000370202321115887
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The quality of epoxidized soybean oil (ESO), industrially used as a plasticizer and heat stabilizer for PVC films, is given by the degree of epoxidation (EI), the number of double bonds expressed as the iodine index (II), and the water percentage in the final product. In this work, near-infrared (NIR) spectra recorded off line at the chemical industry during the epoxidation process, combined with the multivariate regression method partial least squares (PLS), was used for the quantification of EI, II, and water percentage in the ESO. The water levels were determined by the Karl Fischer titration. The content of iodine was determined by iodometry. The epoxide index was obtained by the hydrogen bromide reaction with the epoxide ring. On average, 50 samples were used to model each analyte and 10 were used for external validation. The results, expressed in terms of the statistical parameters RPD (ratio of standard deviation of experimental concentrations to the standard deviation of the residuals) and RER (ratio error range), were excellent for the El (26.02 and 80.70, respectively). For the water % and II, the obtained results were fairly good. Good correlations between predicted and real concentrations were attained (0.984, 0.966 and 0.974 for water %, II, and EI, respectively). It is shown in this work that the use of NIRS combined with chemometric methods are of great importance, especially for industrial purposes.
引用
收藏
页码:1607 / 1614
页数:8
相关论文
共 24 条
[1]  
Baltacioglu H, 1999, J APPL POLYM SCI, V74, P2488, DOI 10.1002/(SICI)1097-4628(19991205)74:10<2488::AID-APP18>3.0.CO
[2]  
2-B
[3]  
BEEBE KR, 1998, CHEMOMETRICS PRACTIC, P278
[4]   QUANTITATIVE-ANALYSIS OF INDIVIDUAL SUGARS DURING STARCH HYDROLYSIS BY FT-IR/ATR SPECTROMETRY .1. MULTIVARIATE CALIBRATION STUDY - REPEATIBILITY AND REPRODUCIBILITY [J].
BELLONMAUREL, V ;
VALLAT, C ;
GOFFINET, D .
APPLIED SPECTROSCOPY, 1995, 49 (05) :556-562
[5]  
BONANNO AS, 1992, ELLIS HOR S, P19
[6]   WAVELENGTH SELECTION IN MULTICOMPONENT NEAR-INFRARED CALIBRATION [J].
BROWN, PJ .
JOURNAL OF CHEMOMETRICS, 1992, 6 (03) :151-161
[7]   QUANTITATIVE-DETERMINATION OF SUGAR-CANE SUCROSE BY MULTIDIMENSIONAL STATISTICAL-ANALYSIS OF THEIR MIDINFRARED ATTENUATED TOTAL REFLECTANCE SPECTRA [J].
CADET, F ;
BERTRAND, D ;
ROBERT, P ;
MAILLOT, J ;
DIEUDONNE, J ;
ROUCH, C .
APPLIED SPECTROSCOPY, 1991, 45 (02) :166-172
[8]   GAS-CHROMATOGRAPHIC STUDIES ON POLYMER PLASTICIZER COMPATIBILITY - INTERACTIONS BETWEEN FOOD-GRADE PVC AND EPOXIDIZED SOYBEAN OIL [J].
DEMERTZIS, PG ;
RIGANAKOS, KA ;
AKRIDADEMERTZI, K .
EUROPEAN POLYMER JOURNAL, 1991, 27 (03) :231-235
[9]   Quantitative analysis of near infrared spectra by wavelet coefficient regression using a genetic algorithm [J].
Depczynski, U ;
Jetter, K ;
Molt, K ;
Niemöller, A .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1999, 47 (02) :179-187
[10]  
ESCHENAUER U, 1992, ELLIS HOR S, P11