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Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz
Carasau bread is a flat bread, typical of Sardinia (Italy). The market of this food product has a large growth potential, and its industry is experiencing a revolution, characterized by digitalization and automation. To monitor the quality of this food product at different manufacturing stages, micr...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10297000/ https://www.ncbi.nlm.nih.gov/pubmed/37372607 http://dx.doi.org/10.3390/foods12122396 |
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author | Macciò, Claudia Melis, Andrea Lodi, Matteo Bruno Garau, Emanuele Desogus, Francesco Loddo, Antonio Di Napoli, Fabrizio Mazzarella, Giuseppe Fanti, Alessandro |
author_facet | Macciò, Claudia Melis, Andrea Lodi, Matteo Bruno Garau, Emanuele Desogus, Francesco Loddo, Antonio Di Napoli, Fabrizio Mazzarella, Giuseppe Fanti, Alessandro |
author_sort | Macciò, Claudia |
collection | PubMed |
description | Carasau bread is a flat bread, typical of Sardinia (Italy). The market of this food product has a large growth potential, and its industry is experiencing a revolution, characterized by digitalization and automation. To monitor the quality of this food product at different manufacturing stages, microwave sensors and devices could be a cost-effective solution. In this framework, knowledge of the microwave response of Carasau dough is required. Thus far, the analysis of the microwave response of Carasau doughs through dielectric spectroscopy has been limited to the dynamics of fermentation. In this work, we aim to perform complex dielectric permittivity measurements up to 8.5 GHz, investigating and modeling the role of water amount, salt and yeast concentrations on the spectra of this food product. A third-order Cole–Cole model was used to interpret the microwave response of the different samples, resulting in a maximum error of 1.58% and 1.60% for the real and imaginary parts of permittivity, respectively. Thermogravimetric analysis was also performed to support the microwave spectroscopy investigation. We found that dielectric properties of Carasau bread doughs strongly depend on the water content. The analysis highlighted that an increase in water quantity tends to increase the bounded water fraction at the expense of the free water fraction. In particular, the free water amount in the dough is not related to the broadening parameter [Formula: see text] of the second pole, whereas the bound water weight fraction is more evident in the [Formula: see text] and [Formula: see text] parameters. An increase in electrical conductivity was observed for increasing water content. The microwave spectrum of the real part of the complex permittivity is slightly affected by composition, while large variation in the imaginary part of the complex dielectric permittivity can be identified, especially for frequencies below 4 GHz. The methodology and data proposed and reported in this work can be used to design a microwave sensor for retrieving the composition of Carasau bread doughs through their dielectric signature. |
format | Online Article Text |
id | pubmed-10297000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102970002023-06-28 Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz Macciò, Claudia Melis, Andrea Lodi, Matteo Bruno Garau, Emanuele Desogus, Francesco Loddo, Antonio Di Napoli, Fabrizio Mazzarella, Giuseppe Fanti, Alessandro Foods Article Carasau bread is a flat bread, typical of Sardinia (Italy). The market of this food product has a large growth potential, and its industry is experiencing a revolution, characterized by digitalization and automation. To monitor the quality of this food product at different manufacturing stages, microwave sensors and devices could be a cost-effective solution. In this framework, knowledge of the microwave response of Carasau dough is required. Thus far, the analysis of the microwave response of Carasau doughs through dielectric spectroscopy has been limited to the dynamics of fermentation. In this work, we aim to perform complex dielectric permittivity measurements up to 8.5 GHz, investigating and modeling the role of water amount, salt and yeast concentrations on the spectra of this food product. A third-order Cole–Cole model was used to interpret the microwave response of the different samples, resulting in a maximum error of 1.58% and 1.60% for the real and imaginary parts of permittivity, respectively. Thermogravimetric analysis was also performed to support the microwave spectroscopy investigation. We found that dielectric properties of Carasau bread doughs strongly depend on the water content. The analysis highlighted that an increase in water quantity tends to increase the bounded water fraction at the expense of the free water fraction. In particular, the free water amount in the dough is not related to the broadening parameter [Formula: see text] of the second pole, whereas the bound water weight fraction is more evident in the [Formula: see text] and [Formula: see text] parameters. An increase in electrical conductivity was observed for increasing water content. The microwave spectrum of the real part of the complex permittivity is slightly affected by composition, while large variation in the imaginary part of the complex dielectric permittivity can be identified, especially for frequencies below 4 GHz. The methodology and data proposed and reported in this work can be used to design a microwave sensor for retrieving the composition of Carasau bread doughs through their dielectric signature. MDPI 2023-06-16 /pmc/articles/PMC10297000/ /pubmed/37372607 http://dx.doi.org/10.3390/foods12122396 Text en © 2023 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 Macciò, Claudia Melis, Andrea Lodi, Matteo Bruno Garau, Emanuele Desogus, Francesco Loddo, Antonio Di Napoli, Fabrizio Mazzarella, Giuseppe Fanti, Alessandro Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz |
title | Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz |
title_full | Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz |
title_fullStr | Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz |
title_full_unstemmed | Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz |
title_short | Microwave Spectroscopy Investigation of Carasau Bread Doughs: Effects of Composition up to 8.5 GHz |
title_sort | microwave spectroscopy investigation of carasau bread doughs: effects of composition up to 8.5 ghz |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10297000/ https://www.ncbi.nlm.nih.gov/pubmed/37372607 http://dx.doi.org/10.3390/foods12122396 |
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