Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

PARAMETER CALIBRATION AND DISCRETE ELEMENT MODEL OF HIGHLAND BARLEY STEM BASED ON EDEM

View through CrossRef
In view of the lack of accurate contact parameters and the difficulty of measuring contact parameters in the discrete element simulation of mechanized harvesting of highland barley, this study took the wax-ripening highland barley as the object, carried out the discrete element simulation of highland barley stem based on EDEM, and calibrated the discrete element simulation parameters of highland barley stem by response surface optimization. In this paper, Plackett-Burman test was used to screen 8 initial parameters. It was found that the static friction coefficient between highland barley stems, the rolling friction coefficient between highland barley stems, and the rolling friction coefficient between highland barley stems and steel plates have significant effects on the particle angle of repose. Based on the optimal value range of significant factors determined by the steepest ascent test, a second-order regression model of the angle of repose and significant parameters was established and optimized based on the results of Box-Behnken test. The optimal parameter combination of significant parameters was obtained as follows: static friction coefficient between highland barley stems is 0.27, rolling friction coefficient between highland barley stems is 0.07, and rolling friction coefficient between highland barley stems and steel is 0.26. Finally, the simulation results under the optimal parameter combination are compared with the actual test angle of repose. The relative error is 0.52 %. That indicates that the parameters of the simulation calibration are credible, which can provide a reference for the future research on the cleaning device in the mechanized harvesting of highland barley.
Title: PARAMETER CALIBRATION AND DISCRETE ELEMENT MODEL OF HIGHLAND BARLEY STEM BASED ON EDEM
Description:
In view of the lack of accurate contact parameters and the difficulty of measuring contact parameters in the discrete element simulation of mechanized harvesting of highland barley, this study took the wax-ripening highland barley as the object, carried out the discrete element simulation of highland barley stem based on EDEM, and calibrated the discrete element simulation parameters of highland barley stem by response surface optimization.
In this paper, Plackett-Burman test was used to screen 8 initial parameters.
It was found that the static friction coefficient between highland barley stems, the rolling friction coefficient between highland barley stems, and the rolling friction coefficient between highland barley stems and steel plates have significant effects on the particle angle of repose.
Based on the optimal value range of significant factors determined by the steepest ascent test, a second-order regression model of the angle of repose and significant parameters was established and optimized based on the results of Box-Behnken test.
The optimal parameter combination of significant parameters was obtained as follows: static friction coefficient between highland barley stems is 0.
27, rolling friction coefficient between highland barley stems is 0.
07, and rolling friction coefficient between highland barley stems and steel is 0.
26.
Finally, the simulation results under the optimal parameter combination are compared with the actual test angle of repose.
The relative error is 0.
52 %.
That indicates that the parameters of the simulation calibration are credible, which can provide a reference for the future research on the cleaning device in the mechanized harvesting of highland barley.

Related Results

(Invited) Strategies for Calibration Cost Reduction in Heterogeneous Chemical Sensor Arrays
(Invited) Strategies for Calibration Cost Reduction in Heterogeneous Chemical Sensor Arrays
Introduction Heterogeneous gas sensor arrays coupled with machine learning algorithms have been proposed for a wide range of applications. However, i...
Stem cells
Stem cells
What is a stem cell? The term is a combination of ‘cell’ and ‘stem’. A cell is a major category of living thing, while a stem is a site of growth and support for something else. In...
Are smallholder farmers benefiting from malt barley contract farming engagement in Ethiopia?
Are smallholder farmers benefiting from malt barley contract farming engagement in Ethiopia?
Abstract Background It is believed that in Ethiopia barley has been cultivated before 3000BC. Among the cereals, it is ranked in fifth place and the...
Editorial - Humanising STEM Education
Editorial - Humanising STEM Education
No matter what scale, institution to national to international, STEM education has increasingly focused on humanising the learning experience, making STEM disciplines more relatabl...
In vitro colonic fermentation characteristics of barley-koji differ from those of barley
In vitro colonic fermentation characteristics of barley-koji differ from those of barley
ABSTRACT Barley-koji is prepared by inoculating barley, a beneficial prebiotic source, with the fungi Aspergillus luchuensis mut. kawachii. In this study, the prebio...
Factors affecting precipitation use efficiency of dryland wheat and barley genotypes
Factors affecting precipitation use efficiency of dryland wheat and barley genotypes
Abstract Available water and its efficient use are the main determinants of yield in dryland agricultural systems. In this study, the results from two-year experiments in d...

Back to Top