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Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear
Moisture content is an important factor in corn breeding and cultivation. A corn breed with low moisture at harvest is beneficial for mechanical operations, reduces drying and storage costs after harvesting and, thus, reduces energy consumption. Nondestructive measurement of kernel moisture in an in...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191175/ https://www.ncbi.nlm.nih.gov/pubmed/27999404 http://dx.doi.org/10.3390/s16122196 |
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author | Zhang, Han-Lin Ma, Qin Fan, Li-Feng Zhao, Peng-Fei Wang, Jian-Xu Zhang, Xiao-Dong Zhu, De-Hai Huang, Lan Zhao, Dong-Jie Wang, Zhong-Yi |
author_facet | Zhang, Han-Lin Ma, Qin Fan, Li-Feng Zhao, Peng-Fei Wang, Jian-Xu Zhang, Xiao-Dong Zhu, De-Hai Huang, Lan Zhao, Dong-Jie Wang, Zhong-Yi |
author_sort | Zhang, Han-Lin |
collection | PubMed |
description | Moisture content is an important factor in corn breeding and cultivation. A corn breed with low moisture at harvest is beneficial for mechanical operations, reduces drying and storage costs after harvesting and, thus, reduces energy consumption. Nondestructive measurement of kernel moisture in an intact corn ear allows us to select corn varieties with seeds that have high dehydration speeds in the mature period. We designed a sensor using a ring electrode pair for nondestructive measurement of the kernel moisture in a corn ear based on a high-frequency detection circuit. Through experiments using the effective scope of the electrodes’ electric field, we confirmed that the moisture in the corn cob has little effect on corn kernel moisture measurement. Before the sensor was applied in practice, we investigated temperature and conductivity effects on the output impedance. Results showed that the temperature was linearly related to the output impedance (both real and imaginary parts) of the measurement electrodes and the detection circuit’s output voltage. However, the conductivity has a non-monotonic dependence on the output impedance (both real and imaginary parts) of the measurement electrodes and the output voltage of the high-frequency detection circuit. Therefore, we reduced the effect of conductivity on the measurement results through measurement frequency selection. Corn moisture measurement results showed a quadric regression between corn ear moisture and the imaginary part of the output impedance, and there is also a quadric regression between corn kernel moisture and the high-frequency detection circuit output voltage at 100 MHz. In this study, two corn breeds were measured using our sensor and gave R(2) values for the quadric regression equation of 0.7853 and 0.8496. |
format | Online Article Text |
id | pubmed-5191175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-51911752017-01-03 Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear Zhang, Han-Lin Ma, Qin Fan, Li-Feng Zhao, Peng-Fei Wang, Jian-Xu Zhang, Xiao-Dong Zhu, De-Hai Huang, Lan Zhao, Dong-Jie Wang, Zhong-Yi Sensors (Basel) Article Moisture content is an important factor in corn breeding and cultivation. A corn breed with low moisture at harvest is beneficial for mechanical operations, reduces drying and storage costs after harvesting and, thus, reduces energy consumption. Nondestructive measurement of kernel moisture in an intact corn ear allows us to select corn varieties with seeds that have high dehydration speeds in the mature period. We designed a sensor using a ring electrode pair for nondestructive measurement of the kernel moisture in a corn ear based on a high-frequency detection circuit. Through experiments using the effective scope of the electrodes’ electric field, we confirmed that the moisture in the corn cob has little effect on corn kernel moisture measurement. Before the sensor was applied in practice, we investigated temperature and conductivity effects on the output impedance. Results showed that the temperature was linearly related to the output impedance (both real and imaginary parts) of the measurement electrodes and the detection circuit’s output voltage. However, the conductivity has a non-monotonic dependence on the output impedance (both real and imaginary parts) of the measurement electrodes and the output voltage of the high-frequency detection circuit. Therefore, we reduced the effect of conductivity on the measurement results through measurement frequency selection. Corn moisture measurement results showed a quadric regression between corn ear moisture and the imaginary part of the output impedance, and there is also a quadric regression between corn kernel moisture and the high-frequency detection circuit output voltage at 100 MHz. In this study, two corn breeds were measured using our sensor and gave R(2) values for the quadric regression equation of 0.7853 and 0.8496. MDPI 2016-12-20 /pmc/articles/PMC5191175/ /pubmed/27999404 http://dx.doi.org/10.3390/s16122196 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Han-Lin Ma, Qin Fan, Li-Feng Zhao, Peng-Fei Wang, Jian-Xu Zhang, Xiao-Dong Zhu, De-Hai Huang, Lan Zhao, Dong-Jie Wang, Zhong-Yi Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear |
title | Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear |
title_full | Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear |
title_fullStr | Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear |
title_full_unstemmed | Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear |
title_short | Nondestructive In Situ Measurement Method for Kernel Moisture Content in Corn Ear |
title_sort | nondestructive in situ measurement method for kernel moisture content in corn ear |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191175/ https://www.ncbi.nlm.nih.gov/pubmed/27999404 http://dx.doi.org/10.3390/s16122196 |
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