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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...

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Autores principales: Macciò, Claudia, Melis, Andrea, Lodi, Matteo Bruno, Garau, Emanuele, Desogus, Francesco, Loddo, Antonio, Di Napoli, Fabrizio, Mazzarella, Giuseppe, Fanti, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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