Parameter Measurement and Calibration in Discrete Element Simulation of Broken Sweet Potato Seedlings

Q4 Biochemistry, Genetics and Molecular Biology
Gui-Cai Mu, Xieteng Qi, W. Zhang, Zhaoqin Lv, Tingting Zhang, Shuwen Wang
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引用次数: 2

Abstract

Corresponding Author: Zhaoqin Lv College of Mechanical and Electrical Engineering, Shandong Agricultural University, Tai’an 271018, China E-mail: lzqsdau2020@163.com Abstract: Given the lack of accurate parameter values in discrete element simulation of sweet potato seedling mechanized recovery, a direct measurement and virtual calibration method was used to study the Discrete Element Method (DEM) simulation parameters of broken sweet potato stems and leaves. The intrinsic parameters, collision recovery coefficient and static friction coefficient of broken seedlings were acquired by physical experiments. Different parameter combinations were designed for DEM simulation. The intrinsic parameters of sweet potato leaves and other unmeasurable DEM simulation parameters were determined by stacking angle optimization simulation. Plackett-Burman test shows that the static friction coefficients of stem-stem and stem-steel and the rolling friction coefficients of stem-stem and stem-leaf all significantly influence the accumulation angle. The parameters that significantly influence the stacking angle of broken seedlings were sent to steepest ascent test and Box-Behnken test. The average stacking angle of 40.51° and the relative error of 0.972% indicate it feasible to calibrate DEM parameters by physical test and optimization simulation and the calibrated parameters can be used in DEM simulation of broken sweet potato stems and leaves.
甘薯断苗离散元模拟中的参数测量与标定
摘要针对红薯苗期机械化恢复离散元模拟缺乏准确参数值的问题,采用直接测量和虚拟标定的方法,对红薯断茎叶离散元法(DEM)模拟参数进行了研究。通过物理实验获得了破碎苗的内在参数、碰撞恢复系数和静摩擦系数。设计了不同的参数组合进行DEM模拟。通过叠加角优化模拟确定甘薯叶片的内在参数及其他不可测的DEM模拟参数。Plackett-Burman试验表明,茎-茎、茎-钢的静摩擦系数、茎-茎、茎-叶的滚动摩擦系数对堆积角均有显著影响。对破碎苗堆放角度影响较大的参数分别进行最陡爬坡试验和Box-Behnken试验。平均叠加角为40.51°,相对误差为0.972%,表明通过物理试验和优化模拟对DEM参数进行标定是可行的,标定后的参数可用于甘薯断茎叶的DEM模拟。
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来源期刊
American Journal of Biochemistry and Biotechnology
American Journal of Biochemistry and Biotechnology Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
0.70
自引率
0.00%
发文量
27
期刊介绍: :: General biochemistry :: Patho-biochemistry :: Evolutionary biotechnology :: Structural biology :: Molecular and cellular biology :: Molecular medicine :: Cancer research :: Virology :: Immunology :: Plant molecular biology and biochemistry :: Experimental methodologies
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