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Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
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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 (PLoS)
Title: Calibration and analysis of discrete element simulation parameters of Chinese cabbage seeds
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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