Quantitative determination of fat and total protein in milk based on visible light scatter

被引:77
作者
Bogomolov, Andrey [1 ]
Dietrich, Stefan [1 ]
Boldrini, Barbara [2 ]
Kessler, Rudolf W. [2 ]
机构
[1] J&M Analyt AG, D-73457 Esslingen, Germany
[2] Reutlingen Univ, D-72762 Reutlingen, Germany
关键词
Milk analysis; Fat content; Total protein content; Visible spectroscopy; Near infrared spectroscopy; Light scatter; Mie theory; Design of experiment; NEAR-INFRARED SPECTROSCOPY; TURBIDIMETRIC METHOD; OPTICAL-PROPERTIES; RAW-MILK; CALIBRATION; SPECTROMETER; DAIRY; ASSIGNMENT; PARAMETERS; PARTICLES;
D O I
10.1016/j.foodchem.2012.02.077
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
A new optical spectroscopic method for milk fat and total protein analysis has been developed. In contrast to the conventional approach that generally relies on the components' absorption, the suggested method is based on the phenomenon of light scatter by fat and protein particles. This fundamental distinction enables shifting the measurement to the cost-effective visible and adjacent near infrared region (below 1000 nm), where the scatter strongly dominates. Partial Least-Squares regression modelling on a designed set of training and validation milk samples resulted in root mean-square prediction errors of 0.05% and 0.03% for fat and protein content, respectively, which is close to the accuracy of reference analysis. It has been shown that multivariate data analysis is capable of distinguishing individual scatter spectra of fat and protein. This conclusion has been supported by Mie-theory calculations. The method is suitable for routine laboratory analysis or in-line quality monitoring in the dairy production. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:412 / 418
页数:7
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