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Non-Destructive Estimation of Mechanical and Chemical Properties of Persimmons by Ultrasonic Spectroscopy

نویسنده:
سیدحسن میرائی آشتیانی
,
علیرضا سالاری کیا
,
محمودرضا گلزاریان
,
باقر عمادی
,
seyed hassan miraei ashtiani
,
Alireza Salarikia
,
Mahmood Reza Golzarian
,
Bagher Emadi
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).
یو آر آی: http://libsearch.um.ac.ir:80/fum/handle/fum/3358998
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 authorسیدحسن میرائی آشتیانیen
contributor authorعلیرضا سالاری کیاen
contributor authorمحمودرضا گلزاریانen
contributor authorباقر عمادیen
contributor authorseyed hassan miraei ashtianifa
contributor authorAlireza Salarikiafa
contributor authorMahmood Reza Golzarianfa
contributor authorBagher Emadifa
date accessioned2020-06-06T13:32:20Z
date available2020-06-06T13:32:20Z
date issued2016
identifier urihttp://libsearch.um.ac.ir:80/fum/handle/fum/3358998
description abstractFruit 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
languageEnglish
titleNon-Destructive Estimation of Mechanical and Chemical Properties of Persimmons by Ultrasonic Spectroscopyen
typeJournal Paper
contenttypeExternal Fulltext
subject keywordsClassificationen
subject keywordsPredictive modelen
subject keywordsQualityen
subject keywordsRipeningen
subject keywordsStorage dayen
subject keywordsUltrasonic transduceren
journal titleInternational Journal of Food Propertiesen
journal titleInternational Journal of Food Propertiesfa
pages1522-1534
journal volume0
journal issue19
identifier linkhttps://profdoc.um.ac.ir/paper-abstract-1059775.html
identifier articleid1059775
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