Cargando…
Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography
Assessment of the freshness of hen eggs destinated to human consumption is an extremely important goal for the modern food industry and sale chains, as eggs show a rapid natural aging which also depends on the storage conditions. Traditional techniques, such as candling and visual observation, have...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103337/ https://www.ncbi.nlm.nih.gov/pubmed/35591184 http://dx.doi.org/10.3390/s22093496 |
_version_ | 1784707536147972096 |
---|---|
author | Quattrocchi, Antonino Freni, Fabrizio Montanini, Roberto Turrisi, Simone Zappa, Emanuele |
author_facet | Quattrocchi, Antonino Freni, Fabrizio Montanini, Roberto Turrisi, Simone Zappa, Emanuele |
author_sort | Quattrocchi, Antonino |
collection | PubMed |
description | Assessment of the freshness of hen eggs destinated to human consumption is an extremely important goal for the modern food industry and sale chains, as eggs show a rapid natural aging which also depends on the storage conditions. Traditional techniques, such as candling and visual observation, have some practical limitations related to the subjective and qualitative nature of the analysis. The main objective of this paper is to propose a robust and automated approach, based on the use of pulsed phase thermography (PPT) and image processing, that can be used as an effective quality control tool to evaluate the freshness of eggs. As many studies show that the air chamber size is proportional to the egg freshness, the technique relies on the monitoring of the air chamber parameters to infer egg aging over time. The raw and phase infrared images are acquired and then post-processed by a dedicated algorithm which has been designed to automatically measure the size of the air chamber, in terms of normalized area and volume. The robustness of the method is firstly assessed through repeatability and reproducibility tests, which demonstrate that the uncertainty in the measure of the air chamber size never exceeds 5%. Then, an experimental campaign on a larger sample of 30 eggs, equally divided into three size categories (M, L, XL), is conducted. For each egg, the main sizes of the air chamber are measured with the proposed method and their evolution over time is investigated. Results have revealed, for all the egg categories, the existence of an analytic relationship and a high degree of correlation (R(2) > 0.95) between the geometric data of the air chamber and the weight loss, which is a well-known marker of egg aging. |
format | Online Article Text |
id | pubmed-9103337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91033372022-05-14 Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography Quattrocchi, Antonino Freni, Fabrizio Montanini, Roberto Turrisi, Simone Zappa, Emanuele Sensors (Basel) Article Assessment of the freshness of hen eggs destinated to human consumption is an extremely important goal for the modern food industry and sale chains, as eggs show a rapid natural aging which also depends on the storage conditions. Traditional techniques, such as candling and visual observation, have some practical limitations related to the subjective and qualitative nature of the analysis. The main objective of this paper is to propose a robust and automated approach, based on the use of pulsed phase thermography (PPT) and image processing, that can be used as an effective quality control tool to evaluate the freshness of eggs. As many studies show that the air chamber size is proportional to the egg freshness, the technique relies on the monitoring of the air chamber parameters to infer egg aging over time. The raw and phase infrared images are acquired and then post-processed by a dedicated algorithm which has been designed to automatically measure the size of the air chamber, in terms of normalized area and volume. The robustness of the method is firstly assessed through repeatability and reproducibility tests, which demonstrate that the uncertainty in the measure of the air chamber size never exceeds 5%. Then, an experimental campaign on a larger sample of 30 eggs, equally divided into three size categories (M, L, XL), is conducted. For each egg, the main sizes of the air chamber are measured with the proposed method and their evolution over time is investigated. Results have revealed, for all the egg categories, the existence of an analytic relationship and a high degree of correlation (R(2) > 0.95) between the geometric data of the air chamber and the weight loss, which is a well-known marker of egg aging. MDPI 2022-05-04 /pmc/articles/PMC9103337/ /pubmed/35591184 http://dx.doi.org/10.3390/s22093496 Text en © 2022 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 Quattrocchi, Antonino Freni, Fabrizio Montanini, Roberto Turrisi, Simone Zappa, Emanuele Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography |
title | Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography |
title_full | Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography |
title_fullStr | Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography |
title_full_unstemmed | Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography |
title_short | Development, Validation and Preliminary Experiments of a Measuring Technique for Eggs Aging Estimation Based on Pulse Phase Thermography |
title_sort | development, validation and preliminary experiments of a measuring technique for eggs aging estimation based on pulse phase thermography |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103337/ https://www.ncbi.nlm.nih.gov/pubmed/35591184 http://dx.doi.org/10.3390/s22093496 |
work_keys_str_mv | AT quattrocchiantonino developmentvalidationandpreliminaryexperimentsofameasuringtechniqueforeggsagingestimationbasedonpulsephasethermography AT frenifabrizio developmentvalidationandpreliminaryexperimentsofameasuringtechniqueforeggsagingestimationbasedonpulsephasethermography AT montaniniroberto developmentvalidationandpreliminaryexperimentsofameasuringtechniqueforeggsagingestimationbasedonpulsephasethermography AT turrisisimone developmentvalidationandpreliminaryexperimentsofameasuringtechniqueforeggsagingestimationbasedonpulsephasethermography AT zappaemanuele developmentvalidationandpreliminaryexperimentsofameasuringtechniqueforeggsagingestimationbasedonpulsephasethermography |