LED-Based Desktop Analyzer for Fat Content Determination in Milk

被引:1
|
作者
Surkova, Anastasiia [1 ]
Shmakova, Yana [1 ]
Salukova, Marina [1 ]
Samokhina, Natalya [1 ]
Kostyuchenko, Julia [1 ]
Parshina, Alina [2 ]
Ibatullin, Ildar [2 ]
Artyushenko, Viacheslav [3 ]
Bogomolov, Andrey [1 ]
机构
[1] Samara State Tech Univ, Dept Analyt & Phys Chem, Molodogvardeyskaya St 244, Samara 443100, Russia
[2] Samara State Tech Univ, Dept Radio Engn Devices, Molodogvardeyskaya St 244, Samara 443100, Russia
[3] Art Photon GmbH, Rudower Chaussee 46, D-12489 Berlin, Germany
关键词
milk analysis; fat content; optical multisensor systems; RGB sensor; optical spectroscopy; light emitting diode; Arduino Nano; chemometrics; TOTAL PROTEIN-CONTENT; SPECTROSCOPIC ANALYSIS; BACK SCATTERING; RAW-MILK; LIGHT; SPECTROMETRY; MODELS; SENSOR; COWS;
D O I
10.3390/s23156861
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In dairy, there is a growing request for laboratory analysis of the main nutrients in milk. High throughput of analysis, low cost, and portability are becoming critical factors to provide the necessary level of control in milk collection, processing, and sale. A portable desktop analyzer, including three light-emitting diodes (LEDs) in the visible light region, has been constructed and tested for the determination of fat content in homogenized and raw cow's milk. The method is based on the concentration dependencies of light scattering by milk fat globules at three different wavelengths. Univariate and multivariate models were built and compared. The red channel has shown the best performance in prediction. However, the joint use of all three LED signals led to an improvement in the calibration model. The obtained preliminary results have shown that the developed LED-based technique can be sufficiently accurate for the analysis of milk fat content. The ways of its further development and improvement have been discussed.
引用
收藏
页数:13
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