DETERMINATION OF THE FAT, PROTEIN AND LACTOSE CONTENT OF MILK USING FOURIER-TRANSFORM INFRARED SPECTROMETRY

被引:87
作者
LUINGE, HJ
HOP, E
LUTZ, ETG
VANHEMERT, JA
DEJONG, EAM
机构
[1] MILK CONTROL STN W NEDERLAND,GOUDA,NETHERLANDS
[2] NETHERLANDS INST DAIRY RES,EDE,NETHERLANDS
关键词
INFRARED SPECTROMETRY; FATS; LACTOSE; PROTEINS; MILK; FOURIER TRANSFORM;
D O I
10.1016/0003-2670(93)85328-H
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this paper the quantitative in-line determination of the composition of milk using Fourier transform infrared spectrometry is described. The fat, protein and lactose content are predicted of which the former two are compared with Rose-Gottlieb and Kjeldahl reference values respectively. Fat, protein and lactose are also determined using a MultiSpec infrared filter instrument. Calibration techniques such as classical and inverse least squares regression, principal component regression and partial least squares regression are applied and the results are compared. All methods appear to perform comparably with respect to prediction error and are equivalent to the conventional filter based method.
引用
收藏
页码:419 / 433
页数:15
相关论文
共 18 条
[1]  
BIGGS DA, 1989, J ASSOC OFF ANA CHEM, V72, P724
[2]  
BIGGS DA, 1987, B INT DAIRY FED, V208, P21
[3]  
CARL RT, 1989, NICOLET FT IR SPECTR, P15
[4]  
GOULDEN JDS, 1964, J DAIRY RES, V50, P273
[5]   PARTIAL LEAST-SQUARES METHODS FOR SPECTRAL ANALYSES .1. RELATION TO OTHER QUANTITATIVE CALIBRATION METHODS AND THE EXTRACTION OF QUALITATIVE INFORMATION [J].
HAALAND, DM ;
THOMAS, EV .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1193-1202
[6]  
Hartigan JohnA., 1975, CLUSTERING ALGORITHM
[7]   SELECTION OF SAMPLES FOR CALIBRATION IN NEAR-INFRARED SPECTROSCOPY .2. SELECTION BASED ON SPECTRAL MEASUREMENTS [J].
ISAKSSON, T ;
NAES, T .
APPLIED SPECTROSCOPY, 1990, 44 (07) :1152-1158
[8]  
LANBER BS, 1991, THESIS U BOURGOGNE
[9]  
LUINGE HJ, 1991, SPIE, V575, P505
[10]  
MOGOT MFK, 1982, NETH MILK DAIRY J, V36, P195