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甘蓝型油菜种子离散元模拟参数标定及分析。

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

机构信息

College of Agricultural Equipment Engineering, Henan University of Science and Technology, Luoyang, China.

Collaborative Innovation Centre of Machinery Equipment Advanced Manufacturing of Henan Province, Luoyang, China.

出版信息

PLoS One. 2022 Jun 24;17(6):e0270415. doi: 10.1371/journal.pone.0270415. eCollection 2022.

DOI:10.1371/journal.pone.0270415
PMID:35749575
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9232167/
Abstract

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.

摘要

目的

提高用于模拟测试大白菜种子收获过程的离散元参数的准确性。

方法

首先,测量大白菜种子的关键物理参数。根据结果建立离散元模拟模型,并确定模拟测试参数的取值范围。然后,采用无底锥形筒提升法进行物理堆积试验,获得大白菜种子的实际休止角。依次进行 Plackett-Burman 试验、最陡爬坡试验、Box-Behnken 试验和参数优化试验,以实际休止角为响应值。最后,对所得参数进行验证。

结果

  1. Plackett-Burman 试验表明,种子-种子滚动摩擦系数、种子-钢滚动摩擦系数、种子-种子静摩擦系数和种子-钢静摩擦系数对大白菜种子休止角有显著影响(P<0.05)。2. 优化试验表明,种子-种子滚动摩擦系数为 0.08,种子-钢滚动摩擦系数为 0.109,种子-种子静摩擦系数为 0.496,种子-钢静摩擦系数为 0.415。3. 验证试验表明,在该参数下,大白菜种子的休止角为 23.62°,与物理试验休止角的误差为 0.73%。

结论

本研究表明,大白菜种子模型和校准的离散元模拟参数是可靠的,可为大白菜种子的离散元模拟提供参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/89d3e9bdb64e/pone.0270415.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/9445968058de/pone.0270415.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/c5578b13ccec/pone.0270415.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/7791e73ecbc9/pone.0270415.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/1aedde07697e/pone.0270415.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/89d3e9bdb64e/pone.0270415.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/9445968058de/pone.0270415.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/c5578b13ccec/pone.0270415.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/7791e73ecbc9/pone.0270415.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/1aedde07697e/pone.0270415.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c0f/9232167/89d3e9bdb64e/pone.0270415.g007.jpg

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