Near-infrared spatially-resolved spectroscopy for milk quality analysis

被引:2
|
作者
Diaz-Olivares, Jose A. [1 ]
Gote, Martin J. [1 ]
Saeys, Wouter [2 ]
Adriaens, Ines [1 ]
Aernouts, Ben [1 ]
机构
[1] Katholieke Univ Leuven, Dept Biosyst, Div Anim & Human Hlth Engn, Campus Geel,Kleinhoefstr 4, B-2440 Geel, Belgium
[2] Katholieke Univ Leuven, Dept Biosyst, Div Mechatron Biostat & Sensors, Kasteelpk Arenberg 30, B-3001 Leuven, Belgium
关键词
SRS; Spatially resolved spectroscopy; Near-infrared spectroscopy; Food quality control; Milk; BULK OPTICAL-PROPERTIES; DIFFUSE-REFLECTANCE; FOOD QUALITY; RAW-MILK; TECHNOLOGY; PROTEIN; DESIGN; SYSTEM; REGION; FAT;
D O I
10.1016/j.compag.2024.108783
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
To support in -line quality control of raw milk and ensure the close monitoring of the metabolic and udder health of dairy cows, we propose a fiber -optic spatially-resolved spectroscopy (SRS) setup. This setup allows to vary the interaction of long -wave near-infrared (LW-NIR) light with the milk by submerging a separate optical illumination and detection fiber into the sample and altering their relative distance to optimize measurements for specific milk component(s). We evaluated this approach for predicting milk fat, protein, and lactose content and determined the optimal illumination-to-detection distances for each milk component. The region between 1.1 and 1.8 mm was optimal for lactose, and between 2.2 and 3.8 mm for fat and protein. These distance ranges resulted in a root-mean-square error of prediction (RMSEP) of less than 0.10 % weight/weight (wt/wt) for milk fat, and lower than 0.13 % (wt/wt) for protein and lactose. Integration of these distances into a fiber -optic SRS reflectance probe would allow to simultaneously determine the fat, protein, and lactose content of raw milk inline with high accuracy.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] SPATIALLY-RESOLVED OPTICAL AND NEAR-INFRARED SPECTROSCOPY OF I-ZW-18
    SKILLMAN, ED
    KENNICUTT, RC
    ASTROPHYSICAL JOURNAL, 1993, 411 (02): : 655 - 666
  • [2] Near-Infrared Spatially Resolved Spectroscopy for Tablet Quality Determination
    Igne, Benoit
    Talwar, Sameer
    Feng, Hanzhou
    Drennen, James K.
    Anderson, Carl A.
    JOURNAL OF PHARMACEUTICAL SCIENCES, 2015, 104 (12) : 4074 - 4081
  • [3] Bedside monitoring of patients with shock using a portable spatially-resolved near-infrared spectroscopy
    Li, Ting
    Duan, Meixue
    Li, Kai
    Yu, Guoqiang
    Ruan, Zhengshang
    BIOMEDICAL OPTICS EXPRESS, 2015, 6 (09): : 3431 - 3436
  • [4] Detecting cerebral hypoxia-ischemia of newborn piglets using spatially-resolved near-infrared spectroscopy
    Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
    不详
    Guang Pu Xue Yu Guang Pu Fen Xi, 2008, 10 (2263-2267):
  • [5] SPATIALLY-RESOLVED OPTICAL AND NEAR-INFRARED SPECTROSCOPY OF THE LOW-METALLICITY GALAXY UGC-4483
    SKILLMAN, ED
    TERLEVICH, RJ
    KENNICUTT, RC
    GARNETT, DR
    TERLEVICH, E
    ASTROPHYSICAL JOURNAL, 1994, 431 (01): : 172 - 187
  • [6] Detecting Cerebral Hypoxia-Ischemia of Newborn Piglets Using Spatially-Resolved Near-Infrared Spectroscopy
    Hou Xin-lin
    Teng Yi-chao
    Ding Hai-shu
    Ding Hai-yan
    Zhou Cong-le
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2008, 28 (10) : 2263 - 2267
  • [7] Near-infrared optical mammography with broadband spectral imaging for spatially-resolved oximetry
    Yu, Yang
    Sassaroli, Angelo
    Homer, Marc J.
    Graham, Roger A.
    Fantini, Sergio
    OPTICAL TOMOGRAPHY AND SPECTROSCOPY OF TISSUE IX, 2011, 7896
  • [8] SPATIALLY RESOLVED NEAR-INFRARED SPECTROSCOPY OF NGC-6240
    ELSTON, R
    MALONEY, P
    ASTROPHYSICAL JOURNAL, 1990, 357 (01): : 91 - 96
  • [9] Analysis of goat milk by near-infrared spectroscopy
    Drackova, M.
    Hadra, L.
    Janstova, B.
    Navratilova, P.
    Pridalova, H.
    Vorlova, L.
    ACTA VETERINARIA BRNO, 2008, 77 (03) : 415 - 422
  • [10] Clouds and aerosols on Uranus: Radiative transfer modeling of spatially-resolved near-infrared Keck spectra
    de Kleer, Katherine
    Luszcz-Cook, Statia
    de Pater, Imke
    Adamkovics, Mate
    Hammel, H. B.
    ICARUS, 2015, 256 : 120 - 137