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Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing

Bale density is one of the main performance indicators to measure the quality of baler operation. In this study, a real-time baler bale density monitoring system was designed for the problem of difficult real-time measurement of bale density on round balers. Firstly, a weighing calculation model for...

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Autores principales: Yin, Jianjun, Chen, Zhijian, Liu, Chao, Zhou, Maile, Liu, Lu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965362/
https://www.ncbi.nlm.nih.gov/pubmed/36850376
http://dx.doi.org/10.3390/s23041778
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author Yin, Jianjun
Chen, Zhijian
Liu, Chao
Zhou, Maile
Liu, Lu
author_facet Yin, Jianjun
Chen, Zhijian
Liu, Chao
Zhou, Maile
Liu, Lu
author_sort Yin, Jianjun
collection PubMed
description Bale density is one of the main performance indicators to measure the quality of baler operation. In this study, a real-time baler bale density monitoring system was designed for the problem of difficult real-time measurement of bale density on round balers. Firstly, a weighing calculation model for the rolling and sliding stage of the bale was established, and the dynamic characteristics during the contact between the bale and the inclined surface were analyzed based on ADAMS dynamics simulation. Then, a real-time monitoring system for the bale density based on the contact pressure of the inclined surface, attitude angle measurement and hydraulic monitoring of the cylinder was constructed, and the accuracy of the weighing model was confirmed. The system was used to observe and analyze the changes in the pitch angle of the carrier table and the oil pressure in the rod chamber of the backpack cylinder during the operation of the round baler. Finally, the monitoring system was calibrated and the dynamic calibration equations were obtained. The results show that the maximum error between the calculated value of the original weighing model and the actual weight was 3.63%, the maximum error of the calculated value of the weighing model corrected by the calibration equations was 3.40% and the measurement accuracy could be satisfied. The results show that the system was highly accurate and met the practical needs of bale weighing in the field.
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spelling pubmed-99653622023-02-26 Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing Yin, Jianjun Chen, Zhijian Liu, Chao Zhou, Maile Liu, Lu Sensors (Basel) Article Bale density is one of the main performance indicators to measure the quality of baler operation. In this study, a real-time baler bale density monitoring system was designed for the problem of difficult real-time measurement of bale density on round balers. Firstly, a weighing calculation model for the rolling and sliding stage of the bale was established, and the dynamic characteristics during the contact between the bale and the inclined surface were analyzed based on ADAMS dynamics simulation. Then, a real-time monitoring system for the bale density based on the contact pressure of the inclined surface, attitude angle measurement and hydraulic monitoring of the cylinder was constructed, and the accuracy of the weighing model was confirmed. The system was used to observe and analyze the changes in the pitch angle of the carrier table and the oil pressure in the rod chamber of the backpack cylinder during the operation of the round baler. Finally, the monitoring system was calibrated and the dynamic calibration equations were obtained. The results show that the maximum error between the calculated value of the original weighing model and the actual weight was 3.63%, the maximum error of the calculated value of the weighing model corrected by the calibration equations was 3.40% and the measurement accuracy could be satisfied. The results show that the system was highly accurate and met the practical needs of bale weighing in the field. MDPI 2023-02-05 /pmc/articles/PMC9965362/ /pubmed/36850376 http://dx.doi.org/10.3390/s23041778 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yin, Jianjun
Chen, Zhijian
Liu, Chao
Zhou, Maile
Liu, Lu
Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing
title Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing
title_full Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing
title_fullStr Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing
title_full_unstemmed Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing
title_short Design and Experiments of a Real-Time Bale Density Monitoring System Based on Dynamic Weighing
title_sort design and experiments of a real-time bale density monitoring system based on dynamic weighing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965362/
https://www.ncbi.nlm.nih.gov/pubmed/36850376
http://dx.doi.org/10.3390/s23041778
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