Simulation Parameter Calibration and Test of Typical Pear Varieties Based on Discrete Element Method

被引:17
作者
Fan, Guiju [1 ,2 ,3 ]
Wang, Siyu [1 ]
Shi, Wenjie [1 ]
Gong, Zhenfeng [1 ]
Gao, Ming [1 ,2 ,3 ]
机构
[1] Shandong Agr Univ, Coll Mech & Elect Engn, Tai An 271018, Shandong, Peoples R China
[2] Shandong Agr Univ, Shandong Prov Key Lab Hort Machinery & Equipment, Tai An 271018, Shandong, Peoples R China
[3] Shandong Agr Univ, Shandong Agr Equipment Intelligent Engn Lab, Tai An 271018, Shandong, Peoples R China
来源
AGRONOMY-BASEL | 2022年 / 12卷 / 07期
关键词
pear; discrete element method; simulation parameter; calibration; DEM; MODEL;
D O I
10.3390/agronomy12071720
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
To improve the accuracy of discrete element simulation parameters for the mechanized picking and collection of pears, the study calibrated the simulation parameters of pears by the method of combining a physical experiment and simulation. Based on the intrinsic parameters of four kinds of pears (Snow pears, Crisp pears, Huangguan pears and Qiuyue pears), their simulation models were constructed by the Hertz-Mindlin with a bonding model. The simulation parameters between pears and the contact material (PVC, EVA foam material) were calibrated by the methods of free fall collision, inclined sliding and rolling, respectively. The experiments of pear accumulation angle were carried out. It was obtained to process the image of pears with Matrix Laboratory software. In order to determine the optimal value interval of influencing factors of the pear accumulation angle, the steepest ascent experiment was carried out. Considering the coefficient of collision recovery, the coefficient of static friction and the coefficient of rolling friction between pears, five-level simulation experiments of the pear accumulation angle were designed for each factor by the method of orthogonal rotation combination. The regression model of the error between the measured value and the simulated value of the pear accumulation angle was established, and the influence of three factors on the pear accumulation angle was analyzed. The results showed that the static friction coefficient and rolling friction coefficient between pears have significant effects on the pear accumulation angle. Therefore, the optimal model of minimum error was constructed according to constraint condition, and the coefficient of collision recovery, coefficient of static friction and coefficient of rolling friction between pears were obtained. The accumulation angle verification experiments were carried out by the method of bottomless barrel lifting. The results showed that the relative error between the simulated and measured accumulation angle of four kinds of pears were 1.42%, 1.68%, 2.19% and 1.83%, respectively, which indicated that the calibrated simulation parameters were reliable. The research can provide a basis for the design and parameters optimization of harvesting machinery of pears.
引用
收藏
页数:18
相关论文
共 39 条
[1]   Calibration Strategy to Determine the Interaction Properties of Fertilizer Particles Using Two Laboratory Tests and DEM [J].
Adilet, Sugirbay ;
Zhao, Jian ;
Sayakhat, Nukeshev ;
Chen, Jun ;
Nikolay, Zagainov ;
Bu, Lingxin ;
Sugirbayeva, Zhanar ;
Hu, Guangrui ;
Marat, Muratkhan ;
Wang, Zhiwei .
AGRICULTURE-BASEL, 2021, 11 (07)
[2]   Simulation Parameter Calibration and Experimental Study of a Discrete Element Model of Cotton Precision Seed Metering [J].
Bai, Shenghe ;
Yuan, Yanwei ;
Niu, Kang ;
Zhou, Liming ;
Zhao, Bo ;
Wei, Liguo ;
Liu, Lijing ;
Xiong, Shi ;
Shi, Zenglu ;
Ma, Yihua ;
Zheng, Yuankun ;
Xing, Gaoyong .
AGRICULTURE-BASEL, 2022, 12 (06)
[3]   Determination of material and interaction properties of maize and wheat kernels for DEM simulation [J].
Chen, Zhengpu ;
Wassgren, Carl ;
Veikle, Eric ;
Ambrose, Kingsly .
BIOSYSTEMS ENGINEERING, 2020, 195 :208-226
[4]   Calibration of the discrete element method and the effect of particle shape [J].
Coetzee, C. J. .
POWDER TECHNOLOGY, 2016, 297 :50-70
[5]   Simulation and Experiment of the Spiral Digging End-Effector for Hole Digging in Plug Tray Seedling Substrate [J].
Ding, Xinting ;
Wei, Yongzhe ;
Yan, Zeyu ;
Zhu, Yutao ;
Cao, Dandan ;
Li, Kai ;
He, Zhi ;
Cui, Yongjie .
AGRONOMY-BASEL, 2022, 12 (04)
[6]   Design of hand-operated piggyback jaw gripper type simplified picker for pear [J].
Gao Z. ;
Pang G. ;
Li L. ;
Zhao K. ;
Wang X. ;
Ji C. .
Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2019, 35 (01) :39-45
[7]   Calibration and experimental verification of discrete element parameters of oil sunflower seeds [J].
Hao J. ;
Wei W. ;
Huang P. ;
Qin J. ;
Zhao J. .
1600, Chinese Society of Agricultural Engineering (37) :36-44
[8]  
[郝建军 Hao Jianjun], 2019, [农业工程学报, Transactions of the Chinese Society of Agricultural Engineering], V35, P34
[9]  
[侯占峰 Hou Zhanfeng], 2020, [农业工程学报, Transactions of the Chinese Society of Agricultural Engineering], V36, P46
[10]  
Jiang K., 2020, T CHIN SOC AGR MACH, V51, P63