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Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting

Ultrasonic testing is an emerging non-destructive testing technology with high repeatability and precision. Milk is a very complex liquid and the change of its viscosity is a highly relevant property throughout conversion into other dairy products. In the following paper, we propose a novel method f...

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Autores principales: Kertész, István, Nagy, Dávid, Baranyai, László, Pásztor-Huszár, Klára, Varsányi, Kinga, Le Phuong Nguyen, Lien, Felföldi, József
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512686/
https://www.ncbi.nlm.nih.gov/pubmed/34641453
http://dx.doi.org/10.3390/molecules26195906
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author Kertész, István
Nagy, Dávid
Baranyai, László
Pásztor-Huszár, Klára
Varsányi, Kinga
Le Phuong Nguyen, Lien
Felföldi, József
author_facet Kertész, István
Nagy, Dávid
Baranyai, László
Pásztor-Huszár, Klára
Varsányi, Kinga
Le Phuong Nguyen, Lien
Felföldi, József
author_sort Kertész, István
collection PubMed
description Ultrasonic testing is an emerging non-destructive testing technology with high repeatability and precision. Milk is a very complex liquid and the change of its viscosity is a highly relevant property throughout conversion into other dairy products. In the following paper, we propose a novel method for the monitoring of viscosity during enzymatic milk clotting by ultrasonic spectroscopy. An ultrasonic transducer–receiver couple with a 250 kHz nominal frequency was submerged in the samples and an enveloped sweep (“chirp”) signal was applied in a through-transmission mode. Simultaneously, the change in viscosity was measured with a rotational viscometer at a constant shearing speed. The data were analyzed with an algorithm developed by the authors for spectral ultrasonic testing. Estimations yielded a high adjusted R(2) (0.963–0.998) and low cross-validated estimation error (RPD: 4.38–14.22), suggesting that the method is suitable for industrial use given the right instrumentation.
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spelling pubmed-85126862021-10-14 Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting Kertész, István Nagy, Dávid Baranyai, László Pásztor-Huszár, Klára Varsányi, Kinga Le Phuong Nguyen, Lien Felföldi, József Molecules Article Ultrasonic testing is an emerging non-destructive testing technology with high repeatability and precision. Milk is a very complex liquid and the change of its viscosity is a highly relevant property throughout conversion into other dairy products. In the following paper, we propose a novel method for the monitoring of viscosity during enzymatic milk clotting by ultrasonic spectroscopy. An ultrasonic transducer–receiver couple with a 250 kHz nominal frequency was submerged in the samples and an enveloped sweep (“chirp”) signal was applied in a through-transmission mode. Simultaneously, the change in viscosity was measured with a rotational viscometer at a constant shearing speed. The data were analyzed with an algorithm developed by the authors for spectral ultrasonic testing. Estimations yielded a high adjusted R(2) (0.963–0.998) and low cross-validated estimation error (RPD: 4.38–14.22), suggesting that the method is suitable for industrial use given the right instrumentation. MDPI 2021-09-29 /pmc/articles/PMC8512686/ /pubmed/34641453 http://dx.doi.org/10.3390/molecules26195906 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kertész, István
Nagy, Dávid
Baranyai, László
Pásztor-Huszár, Klára
Varsányi, Kinga
Le Phuong Nguyen, Lien
Felföldi, József
Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting
title Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting
title_full Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting
title_fullStr Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting
title_full_unstemmed Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting
title_short Development of a Novel Ultrasonic Spectroscopy Method for Estimation of Viscosity Change during Milk Clotting
title_sort development of a novel ultrasonic spectroscopy method for estimation of viscosity change during milk clotting
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512686/
https://www.ncbi.nlm.nih.gov/pubmed/34641453
http://dx.doi.org/10.3390/molecules26195906
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