Multi-Scale Benchtop 1h Nmr Spectroscopy for Milk Analysis
Loading...
Date
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Open Access Color
GOLD
Green Open Access
No
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
Benchtop NMR systems offers various advantages such as being easy to use, not requiring constant maintenance and being available at affordable prices. In this study, multiple aspects of benchtop NMR spectroscopy were explored to analyze milk in an industrial context, either regarding the quality of production or regarding the differentiation of the final product. The first part focuses on the production conditions of lactose hydrolysis in milk and quantitative online NMR spectroscopy was adapted to follow lactose hydrolysis in milk in continuous flow mode. The second part focuses on differentiating milk samples having different properties. 36 milk samples from France and Turkey were analysed and glycerol, fat and sugar contents were measured from the NMR spectra. Combination of spectroscopic data with a proposed Artificial Neural Network model enabled to classify milk of different origins and different properties. This study shows that benchtop NMR spectroscopy is a versatile non-destructive control method that can help controlling milk quality both during and after production. © 2020 Elsevier Ltd
Description
Keywords
Artificial neural network (ANN), Benchtop NMR spectroscopy, Classification, Flow NMR, Lactose hydrolysis, Milk
Fields of Science
0404 agricultural biotechnology, 04 agricultural and veterinary sciences, 0405 other agricultural sciences
Citation
WoS Q
Scopus Q

OpenCitations Citation Count
13
Volume
139
Issue
Start Page
End Page
PlumX Metrics
Citations
CrossRef : 16
Scopus : 13
Captures
Mendeley Readers : 58
SCOPUS™ Citations
13
checked on Apr 28, 2026
Web of Science™ Citations
13
checked on Apr 28, 2026
Page Views
688
checked on Apr 28, 2026
Downloads
139
checked on Apr 28, 2026
Google Scholar™


