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Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds
Having the correct seeding rate for a unit area is vital to crop yields. In order to assess the desirable seeding rate, the number of discharged seeds needs to be monitored in real-time. However, for small seeds, the miscounting of seeds during monitoring happens frequently when using conventional s...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928712/ https://www.ncbi.nlm.nih.gov/pubmed/31783541 http://dx.doi.org/10.3390/s19235191 |
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author | Liu, Wei Hu, Jianping Zhao, Xingsheng Pan, Haoran Lakhiar, Imran Ali Wang, Wei Zhao, Jun |
author_facet | Liu, Wei Hu, Jianping Zhao, Xingsheng Pan, Haoran Lakhiar, Imran Ali Wang, Wei Zhao, Jun |
author_sort | Liu, Wei |
collection | PubMed |
description | Having the correct seeding rate for a unit area is vital to crop yields. In order to assess the desirable seeding rate, the number of discharged seeds needs to be monitored in real-time. However, for small seeds, the miscounting of seeds during monitoring happens frequently when using conventional seeding quantity sensors, which have wide light beam intervals. Thus, a seeding quantity sensor, which enables small seeds to pass through the light beam steadily, was developed. Based on the seed-shading time, a seed-counting algorithm was proposed. Moreover, the key structure parameters of the proposed sensor were ascertained using an optimization experiment. Finally, the developed seeding quantity sensor was tested against a photoelectric sensor and a fiber sensor to compare the seed monitoring accuracies. The results show that the average monitoring accuracy of the developed sensor, photoelectric sensor, and fiber sensor were 97.09%, 56.79%, and 91.10%, respectively. Furthermore, the factorial analysis shows that the forward velocity of the experimental apparatus and the rotational speed of the seeding plate did not significantly change the monitoring accuracies obtained by the developed sensor. Therefore, the developed sensor can be applied to monitor the seed quantity for the precision seeding of small seeds accurately and robustly. |
format | Online Article Text |
id | pubmed-6928712 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69287122019-12-26 Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds Liu, Wei Hu, Jianping Zhao, Xingsheng Pan, Haoran Lakhiar, Imran Ali Wang, Wei Zhao, Jun Sensors (Basel) Article Having the correct seeding rate for a unit area is vital to crop yields. In order to assess the desirable seeding rate, the number of discharged seeds needs to be monitored in real-time. However, for small seeds, the miscounting of seeds during monitoring happens frequently when using conventional seeding quantity sensors, which have wide light beam intervals. Thus, a seeding quantity sensor, which enables small seeds to pass through the light beam steadily, was developed. Based on the seed-shading time, a seed-counting algorithm was proposed. Moreover, the key structure parameters of the proposed sensor were ascertained using an optimization experiment. Finally, the developed seeding quantity sensor was tested against a photoelectric sensor and a fiber sensor to compare the seed monitoring accuracies. The results show that the average monitoring accuracy of the developed sensor, photoelectric sensor, and fiber sensor were 97.09%, 56.79%, and 91.10%, respectively. Furthermore, the factorial analysis shows that the forward velocity of the experimental apparatus and the rotational speed of the seeding plate did not significantly change the monitoring accuracies obtained by the developed sensor. Therefore, the developed sensor can be applied to monitor the seed quantity for the precision seeding of small seeds accurately and robustly. MDPI 2019-11-27 /pmc/articles/PMC6928712/ /pubmed/31783541 http://dx.doi.org/10.3390/s19235191 Text en © 2019 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 Liu, Wei Hu, Jianping Zhao, Xingsheng Pan, Haoran Lakhiar, Imran Ali Wang, Wei Zhao, Jun Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds |
title | Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds |
title_full | Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds |
title_fullStr | Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds |
title_full_unstemmed | Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds |
title_short | Development and Experimental Analysis of a Seeding Quantity Sensor for the Precision Seeding of Small Seeds |
title_sort | development and experimental analysis of a seeding quantity sensor for the precision seeding of small seeds |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928712/ https://www.ncbi.nlm.nih.gov/pubmed/31783541 http://dx.doi.org/10.3390/s19235191 |
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