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Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds

OBJECTIVE: To improve the accuracy of parameters used in discrete element simulation test of Chinese cabbage seeds harvesting process. METHODS: Firstly, the key physical parameters of Chinese cabbage seeds were measured. According to the results, the discrete element simulation model was established...

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Autores principales: Wang, Shengsheng, Mengqing, Lu, Liu, Xingyi, Ji, Jiangtao, Chen, Pan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232167/
https://www.ncbi.nlm.nih.gov/pubmed/35749575
http://dx.doi.org/10.1371/journal.pone.0270415
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author Wang, Shengsheng
Mengqing, Lu
Liu, Xingyi
Ji, Jiangtao
Chen, Pan
author_facet Wang, Shengsheng
Mengqing, Lu
Liu, Xingyi
Ji, Jiangtao
Chen, Pan
author_sort Wang, Shengsheng
collection PubMed
description OBJECTIVE: To improve the accuracy of parameters used in discrete element simulation test of Chinese cabbage seeds harvesting process. METHODS: Firstly, the key physical parameters of Chinese cabbage seeds were measured. According to the results, the discrete element simulation model was established and the value range of simulation test parameters was determined. Then, the actual repose angle of Chinese cabbage seeds was obtained by physical accumulation test using bottomless conical cylinder lifting method. Plackett-Burman test, steepest climb test, Box-Behnken test and parameter optimization test were carried out in sequence with the actual angle of repose as the response value. Finally, the obtained parameters are verified. RESULTS: 1. The Plackett-Burman test showed that the seed-seed rolling friction coefficient, the seed-steel rolling friction coefficient, the seed-seed static friction coefficient, and the seed-steel static friction coefficient had significant effects on the repose angle of Chinese cabbage seeds (P<0.05). 2. The optimization test showed that the seed-seed rolling friction coefficient was 0.08, the seed-steel rolling friction coefficient was 0.109, the seed-seed static friction coefficient was 0.496, and the seed-steel static friction coefficient was 0.415. 3. The validation test showed that the repose angle of Chinese cabbage seeds under such parameter was 23.62°, and the error with the repose angle of the physical test was 0.73%. CONCLUSION: The study show that the discrete element simulation parameters of Chinese cabbage seeds model and calibration are reliable, which can provide reference for the discrete element simulation of Chinese cabbage seeds.
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spelling pubmed-92321672022-06-25 Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds Wang, Shengsheng Mengqing, Lu Liu, Xingyi Ji, Jiangtao Chen, Pan PLoS One Research Article OBJECTIVE: To improve the accuracy of parameters used in discrete element simulation test of Chinese cabbage seeds harvesting process. METHODS: Firstly, the key physical parameters of Chinese cabbage seeds were measured. According to the results, the discrete element simulation model was established and the value range of simulation test parameters was determined. Then, the actual repose angle of Chinese cabbage seeds was obtained by physical accumulation test using bottomless conical cylinder lifting method. Plackett-Burman test, steepest climb test, Box-Behnken test and parameter optimization test were carried out in sequence with the actual angle of repose as the response value. Finally, the obtained parameters are verified. RESULTS: 1. The Plackett-Burman test showed that the seed-seed rolling friction coefficient, the seed-steel rolling friction coefficient, the seed-seed static friction coefficient, and the seed-steel static friction coefficient had significant effects on the repose angle of Chinese cabbage seeds (P<0.05). 2. The optimization test showed that the seed-seed rolling friction coefficient was 0.08, the seed-steel rolling friction coefficient was 0.109, the seed-seed static friction coefficient was 0.496, and the seed-steel static friction coefficient was 0.415. 3. The validation test showed that the repose angle of Chinese cabbage seeds under such parameter was 23.62°, and the error with the repose angle of the physical test was 0.73%. CONCLUSION: The study show that the discrete element simulation parameters of Chinese cabbage seeds model and calibration are reliable, which can provide reference for the discrete element simulation of Chinese cabbage seeds. Public Library of Science 2022-06-24 /pmc/articles/PMC9232167/ /pubmed/35749575 http://dx.doi.org/10.1371/journal.pone.0270415 Text en © 2022 Wang et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wang, Shengsheng
Mengqing, Lu
Liu, Xingyi
Ji, Jiangtao
Chen, Pan
Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
title Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
title_full Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
title_fullStr Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
title_full_unstemmed Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
title_short Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
title_sort calibration and analysis of discrete element simulation parameters of chinese cabbage seeds
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232167/
https://www.ncbi.nlm.nih.gov/pubmed/35749575
http://dx.doi.org/10.1371/journal.pone.0270415
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