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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8512686 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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