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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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 |
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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 |
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© 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 |
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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 |
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2020 |
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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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