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LED-Based Desktop Analyzer for Fat Content Determination in Milk

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...

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Detalles Bibliográficos
Autores principales: Surkova, Anastasiia, Shmakova, Yana, Salukova, Marina, Samokhina, Natalya, Kostyuchenko, Julia, Parshina, Alina, Ibatullin, Ildar, Artyushenko, Viacheslav, Bogomolov, Andrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422571/
https://www.ncbi.nlm.nih.gov/pubmed/37571644
http://dx.doi.org/10.3390/s23156861
Descripción
Sumario: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.