Development of a rapid, non-destructive method for egg content determination in dry pasta using FT-NIR technique

被引:20
|
作者
Fodor, Marietta [1 ]
Woller, Agnes [1 ]
Turza, Sandor [2 ]
Szigedi, Tamas [1 ]
机构
[1] Corvinus Univ Budapest, Dept Appl Chem, Fac Food Sci, H-1118 Budapest, Hungary
[2] Flextra Lab Kft, H-1195 Budapest, Hungary
关键词
Pasta; Egg content; Near infrared; PLS regression; NEAR-INFRARED SPECTROSCOPY; CHROMATOGRAPHIC DETERMINATION; CHOLESTEROL CONTENT;
D O I
10.1016/j.jfoodeng.2011.06.024
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A quick, non-destructive method, based on Fourier transform near-infrared (FT-NIR) spectroscopy for egg content determination of dry pasta is presented. Multivariate calibration was carried out by using partial least squares (PLS) regression. A calibration set of 108 samples, a validation set of 22 samples and a prediction set of 11 samples of egg pasta were used. The diffuse reflection spectra of different types of pastas were measured by FT-NIR analyzer in the 800-2500 nm spectral range. The optimal results for egg content (root mean square error of prediction (RMSEP) = 0.7; R-2 = 90.7, Rank = 4) were obtained when the spectra were subjected to the first derivation combined with multiplicative scatter correction (MSC) and smoothing. Egg content was determined from FT-NIR results by introducing a mathematical correction step. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:195 / 199
页数:5
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