Electronic nose system for rancidity and insect monitoring of brown rice

© The Authors, published by EDP Sciences, 2020. Electronic nose system was designed and fabricated for classification of rancidity and pest damages in brown rice. The electronic nose system was included gas handling system, sensors array and data acquisition and processing system. Response signal fr...

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Main Authors: Natawut Neamsorn, Viboon Changrue, Yaowalak Chanbang, Kaewalin Kunasakdakul, Parichat Theanjumpol, Phongprapan Kantakaew
Format: Conference Proceeding
Published: 2020
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Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85091946933&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/70483
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-704832020-10-14T08:35:24Z Electronic nose system for rancidity and insect monitoring of brown rice Natawut Neamsorn Viboon Changrue Yaowalak Chanbang Kaewalin Kunasakdakul Parichat Theanjumpol Phongprapan Kantakaew Earth and Planetary Sciences Energy Environmental Science © The Authors, published by EDP Sciences, 2020. Electronic nose system was designed and fabricated for classification of rancidity and pest damages in brown rice. The electronic nose system was included gas handling system, sensors array and data acquisition and processing system. Response signal from sensors array was recorded and processed. The results showed that the E-nose could classify normal and rancid brown rice (KDML105) and the classification model had Rv2 = 0.92 and SEP = 0.14. The model also gave satisfactory result for classification of brown rice which was damaged by insects (Tribolium castaneum) with Rv2 =0.98 and SEP = 0.06. It was possible to use electronic nose as the quality monitoring system during storage of KDML105 brown rice. 2020-10-14T08:31:50Z 2020-10-14T08:31:50Z 2020-09-08 Conference Proceeding 22671242 25550403 2-s2.0-85091946933 10.1051/e3sconf/202018704015 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85091946933&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/70483
institution Chiang Mai University
building Chiang Mai University Library
continent Asia
country Thailand
Thailand
content_provider Chiang Mai University Library
collection CMU Intellectual Repository
topic Earth and Planetary Sciences
Energy
Environmental Science
spellingShingle Earth and Planetary Sciences
Energy
Environmental Science
Natawut Neamsorn
Viboon Changrue
Yaowalak Chanbang
Kaewalin Kunasakdakul
Parichat Theanjumpol
Phongprapan Kantakaew
Electronic nose system for rancidity and insect monitoring of brown rice
description © The Authors, published by EDP Sciences, 2020. Electronic nose system was designed and fabricated for classification of rancidity and pest damages in brown rice. The electronic nose system was included gas handling system, sensors array and data acquisition and processing system. Response signal from sensors array was recorded and processed. The results showed that the E-nose could classify normal and rancid brown rice (KDML105) and the classification model had Rv2 = 0.92 and SEP = 0.14. The model also gave satisfactory result for classification of brown rice which was damaged by insects (Tribolium castaneum) with Rv2 =0.98 and SEP = 0.06. It was possible to use electronic nose as the quality monitoring system during storage of KDML105 brown rice.
format Conference Proceeding
author Natawut Neamsorn
Viboon Changrue
Yaowalak Chanbang
Kaewalin Kunasakdakul
Parichat Theanjumpol
Phongprapan Kantakaew
author_facet Natawut Neamsorn
Viboon Changrue
Yaowalak Chanbang
Kaewalin Kunasakdakul
Parichat Theanjumpol
Phongprapan Kantakaew
author_sort Natawut Neamsorn
title Electronic nose system for rancidity and insect monitoring of brown rice
title_short Electronic nose system for rancidity and insect monitoring of brown rice
title_full Electronic nose system for rancidity and insect monitoring of brown rice
title_fullStr Electronic nose system for rancidity and insect monitoring of brown rice
title_full_unstemmed Electronic nose system for rancidity and insect monitoring of brown rice
title_sort electronic nose system for rancidity and insect monitoring of brown rice
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85091946933&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/70483
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