Non-Destructive Estimation of Mechanical and Chemical Properties of Persimmons by Ultrasonic Spectroscopy
نویسنده:
, , , , , , ,سال
: 2016
چکیده: Fruit properties, including ripeness, are still being measured destructively in most countries. Recently,
an increased attention has been given to non-destructive methods, such as ultrasonic techniques, for
quality assessment of food commodities. The aim of this study was to evaluate the feasibility of
ultrasonic spectroscopy to monitor the changes of mechanical properties (rupture force and modulus of
elasticity) and chemical properties (soluble solids content) in two cultivars of persimmons (Karaj and
Shomali) during 3 weeks of storage. Samples’ ultrasonic properties such as ultrasonic velocity and
attenuation coefficient were analyzed with transducers, and their textural properties were obtained using
destructive compression test and their refractometric properties were measured from its fresh-squeezed
juice in laboratory. Mechanical and chemical properties were statistically modeled from ultrasonic
parameters. The results showed that our proposed model could predict persimmons’ mechanical and
chemical properties well, i.e., rupture force (R2 = 0.893/0.837; RMSE = 3.683/3.849 for Shomali and
Karaj cultivars, respectively), modulus of elasticity (R2 = 0.826/0.861; RMSE = 0.231/0.217 for
Shomali and Karaj cultivars, respectively) and soluble solids content (R2 = 0.931/0.987; RMSE =
0.519/0.851 for Shomali and Karaj cultivars, respectively).
an increased attention has been given to non-destructive methods, such as ultrasonic techniques, for
quality assessment of food commodities. The aim of this study was to evaluate the feasibility of
ultrasonic spectroscopy to monitor the changes of mechanical properties (rupture force and modulus of
elasticity) and chemical properties (soluble solids content) in two cultivars of persimmons (Karaj and
Shomali) during 3 weeks of storage. Samples’ ultrasonic properties such as ultrasonic velocity and
attenuation coefficient were analyzed with transducers, and their textural properties were obtained using
destructive compression test and their refractometric properties were measured from its fresh-squeezed
juice in laboratory. Mechanical and chemical properties were statistically modeled from ultrasonic
parameters. The results showed that our proposed model could predict persimmons’ mechanical and
chemical properties well, i.e., rupture force (R2 = 0.893/0.837; RMSE = 3.683/3.849 for Shomali and
Karaj cultivars, respectively), modulus of elasticity (R2 = 0.826/0.861; RMSE = 0.231/0.217 for
Shomali and Karaj cultivars, respectively) and soluble solids content (R2 = 0.931/0.987; RMSE =
0.519/0.851 for Shomali and Karaj cultivars, respectively).
کلیدواژه(گان): Classification,Predictive model,Quality,Ripening,Storage day,Ultrasonic transducer
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Non-Destructive Estimation of Mechanical and Chemical Properties of Persimmons by Ultrasonic Spectroscopy
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contributor author | سیدحسن میرائی آشتیانی | en |
contributor author | علیرضا سالاری کیا | en |
contributor author | محمودرضا گلزاریان | en |
contributor author | باقر عمادی | en |
contributor author | seyed hassan miraei ashtiani | fa |
contributor author | Alireza Salarikia | fa |
contributor author | Mahmood Reza Golzarian | fa |
contributor author | Bagher Emadi | fa |
date accessioned | 2020-06-06T13:32:20Z | |
date available | 2020-06-06T13:32:20Z | |
date issued | 2016 | |
identifier uri | http://libsearch.um.ac.ir:80/fum/handle/fum/3358998 | |
description abstract | Fruit properties, including ripeness, are still being measured destructively in most countries. Recently, an increased attention has been given to non-destructive methods, such as ultrasonic techniques, for quality assessment of food commodities. The aim of this study was to evaluate the feasibility of ultrasonic spectroscopy to monitor the changes of mechanical properties (rupture force and modulus of elasticity) and chemical properties (soluble solids content) in two cultivars of persimmons (Karaj and Shomali) during 3 weeks of storage. Samples’ ultrasonic properties such as ultrasonic velocity and attenuation coefficient were analyzed with transducers, and their textural properties were obtained using destructive compression test and their refractometric properties were measured from its fresh-squeezed juice in laboratory. Mechanical and chemical properties were statistically modeled from ultrasonic parameters. The results showed that our proposed model could predict persimmons’ mechanical and chemical properties well, i.e., rupture force (R2 = 0.893/0.837; RMSE = 3.683/3.849 for Shomali and Karaj cultivars, respectively), modulus of elasticity (R2 = 0.826/0.861; RMSE = 0.231/0.217 for Shomali and Karaj cultivars, respectively) and soluble solids content (R2 = 0.931/0.987; RMSE = 0.519/0.851 for Shomali and Karaj cultivars, respectively). | en |
language | English | |
title | Non-Destructive Estimation of Mechanical and Chemical Properties of Persimmons by Ultrasonic Spectroscopy | en |
type | Journal Paper | |
contenttype | External Fulltext | |
subject keywords | Classification | en |
subject keywords | Predictive model | en |
subject keywords | Quality | en |
subject keywords | Ripening | en |
subject keywords | Storage day | en |
subject keywords | Ultrasonic transducer | en |
journal title | International Journal of Food Properties | en |
journal title | International Journal of Food Properties | fa |
pages | 1522-1534 | |
journal volume | 0 | |
journal issue | 19 | |
identifier link | https://profdoc.um.ac.ir/paper-abstract-1059775.html | |
identifier articleid | 1059775 |