Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome

This study introduces the potential of microwave and machine vision application as the rapid detection method in determination the amount of alkaloid via contacting the surface of Dioscorea hispida rhizome. The importance to determine the amount of alkaloid because the rhizome only can be consumed a...

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Main Authors: Roslan, Syazili, Razali, Mohd. Hudzari, Mustafa, Kamarul Ain, Wan Ismail, Wan Ishak, Abbas, Zulkifly, Zainuddin, Mohamad Faiz
Format: Article
Language:English
Published: Elsevier 2013
Online Access:http://psasir.upm.edu.my/id/eprint/43023/1/Rapid%20Detection%20Techniques%20for%20Mechanical%20Properties%20Determination%20on%20Surface%20of%20Dioscorea%20Hispida%20Rhizome.pdf
http://psasir.upm.edu.my/id/eprint/43023/
http://www.sciencedirect.com/science/article/pii/S1877705813020596
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Institution: Universiti Putra Malaysia
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spelling my.upm.eprints.430232016-05-04T03:05:19Z http://psasir.upm.edu.my/id/eprint/43023/ Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome Roslan, Syazili Razali, Mohd. Hudzari Mustafa, Kamarul Ain Wan Ismail, Wan Ishak Abbas, Zulkifly Zainuddin, Mohamad Faiz This study introduces the potential of microwave and machine vision application as the rapid detection method in determination the amount of alkaloid via contacting the surface of Dioscorea hispida rhizome. The importance to determine the amount of alkaloid because the rhizome only can be consumed after some detoxified process, so the amount of flowing water needed can be calculated and time needed will be decreased. For microwave device, the FieldFox Radio Frequency (RF) Analyzer is used in this study while Chromameter CR-400 by Konica Minolta is used for machine vision device. This microwave device is used to measure the coefficient permittivity of microwave level at rhizome surface using mechanical probe while machine device is used to measure the images of variety for harvested Dioscorea hispida will be captured at rhizome surface and the reading in L*a*b color space were converted. There was a correlation between microwave level and alkaloid content with regression, R2 is >0.8. Mathematical equation, y = 1E-05x6 - 0.0005x5 + 0.0072x4 - 0.0512x3 + 0.1727x2 - 0.204x + 0.382, where x=alkaloid content (%) and y= magnitude of the reflection coefficient (unitless) can be used to find the amount of the alkaloid in the tested rhizome. While correlation between hue color space and alkaloid content in the Dioscorea hispida rhizome samples is R2=0.9999 where the mathematical equation, y = -3E+07x4 + 2E+06x3 - 23045x2 + 106.84x + 48.901 where x=alkaloid content (%) and y= Hue value to find the amount of the alkaloid in the tested rhizome. This result means that this method can be used because the alkaloid level is also depending on the visual color of Dioscorea hispida rhizome. Using microwave device grouped as less destructive method while using machine vision device grouped as destructive method. Elsevier 2013 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/43023/1/Rapid%20Detection%20Techniques%20for%20Mechanical%20Properties%20Determination%20on%20Surface%20of%20Dioscorea%20Hispida%20Rhizome.pdf Roslan, Syazili and Razali, Mohd. Hudzari and Mustafa, Kamarul Ain and Wan Ismail, Wan Ishak and Abbas, Zulkifly and Zainuddin, Mohamad Faiz (2013) Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome. Procedia Engineering, 68. pp. 446-452. ISSN 1877-7058 http://www.sciencedirect.com/science/article/pii/S1877705813020596 10.1016/j.proeng.2013.12.205
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description This study introduces the potential of microwave and machine vision application as the rapid detection method in determination the amount of alkaloid via contacting the surface of Dioscorea hispida rhizome. The importance to determine the amount of alkaloid because the rhizome only can be consumed after some detoxified process, so the amount of flowing water needed can be calculated and time needed will be decreased. For microwave device, the FieldFox Radio Frequency (RF) Analyzer is used in this study while Chromameter CR-400 by Konica Minolta is used for machine vision device. This microwave device is used to measure the coefficient permittivity of microwave level at rhizome surface using mechanical probe while machine device is used to measure the images of variety for harvested Dioscorea hispida will be captured at rhizome surface and the reading in L*a*b color space were converted. There was a correlation between microwave level and alkaloid content with regression, R2 is >0.8. Mathematical equation, y = 1E-05x6 - 0.0005x5 + 0.0072x4 - 0.0512x3 + 0.1727x2 - 0.204x + 0.382, where x=alkaloid content (%) and y= magnitude of the reflection coefficient (unitless) can be used to find the amount of the alkaloid in the tested rhizome. While correlation between hue color space and alkaloid content in the Dioscorea hispida rhizome samples is R2=0.9999 where the mathematical equation, y = -3E+07x4 + 2E+06x3 - 23045x2 + 106.84x + 48.901 where x=alkaloid content (%) and y= Hue value to find the amount of the alkaloid in the tested rhizome. This result means that this method can be used because the alkaloid level is also depending on the visual color of Dioscorea hispida rhizome. Using microwave device grouped as less destructive method while using machine vision device grouped as destructive method.
format Article
author Roslan, Syazili
Razali, Mohd. Hudzari
Mustafa, Kamarul Ain
Wan Ismail, Wan Ishak
Abbas, Zulkifly
Zainuddin, Mohamad Faiz
spellingShingle Roslan, Syazili
Razali, Mohd. Hudzari
Mustafa, Kamarul Ain
Wan Ismail, Wan Ishak
Abbas, Zulkifly
Zainuddin, Mohamad Faiz
Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome
author_facet Roslan, Syazili
Razali, Mohd. Hudzari
Mustafa, Kamarul Ain
Wan Ismail, Wan Ishak
Abbas, Zulkifly
Zainuddin, Mohamad Faiz
author_sort Roslan, Syazili
title Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome
title_short Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome
title_full Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome
title_fullStr Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome
title_full_unstemmed Rapid detection techniques for mechanical properties Determination on surface of dioscorea hispida rhizome
title_sort rapid detection techniques for mechanical properties determination on surface of dioscorea hispida rhizome
publisher Elsevier
publishDate 2013
url http://psasir.upm.edu.my/id/eprint/43023/1/Rapid%20Detection%20Techniques%20for%20Mechanical%20Properties%20Determination%20on%20Surface%20of%20Dioscorea%20Hispida%20Rhizome.pdf
http://psasir.upm.edu.my/id/eprint/43023/
http://www.sciencedirect.com/science/article/pii/S1877705813020596
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