Analysis of the interaction between end-effectors, soil and asparagus during a harvesting process based on discrete element method

被引:25
作者
Li, Jinguang [1 ]
Liu, Xuemei [1 ,2 ]
Zou, Liangliang [1 ,2 ]
Yuan, Jin [1 ,2 ]
Du, Shuai [1 ]
机构
[1] Shandong Agr Univ, Coll Mech & Elect Engn, Tai An 271018, Shandong, Peoples R China
[2] Shandong Prov Key Lab Hort Machinery & Equipment, Tai An 271018, Shandong, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
White asparagus; Selective harvesting; End-effector design; Discrete element method; SWEEP INTERACTION; MODEL; DEM; SIMULATIONS; DISTURBANCE; FLOW;
D O I
10.1016/j.biosystemseng.2020.05.018
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
To meet the high-efficiency and low-damage harvesting requirements for white asparagus, two novel types of end-effectors were designed to selectively harvest white asparagus. One is the transverse-cut end-effector (TCEE), while the other is the clip-cut end-effector (CCEE). To select the best harvesting scheme and achieve a suitable range in driving forces, we propose a discrete element method (DEM)-based model of the end-effectors, soil and white asparagus for the comparative analysis of a harvesting process using two end-effectors. The biomechanical properties of white asparagus were measured to determine the constraints of non-damaging harvesting, after which we derived the theoretical driving forces of the two end-effectors. Combined with an analysis of DEM simulation, the driving forces of end-effectors are quantitatively described in this paper. A test bench was built to carry out field harvesting tests. Finally, after considering the comprehensive results of the simulations and field tests, we determined TCEE to be the final harvesting component. The validated experiment showed that the relative errors between the field test and the simulation, given the driving forces of penetration, shearing and clamping, were 6%, 11.9% and 18.2%, respectively. This proves that the DEM model is capable of simulating the biomechanical properties of white asparagus, and can be used to simulate the harvesting process. The optimum combination of driving force parameters for TCEE is penetration force 200N, shearing force 4.2N and clamping force 11N. Under this scheme, the harvesting process met the requirements for high efficiency and low damage, which demonstrates the effectiveness of the white asparagus robotic harvester. (C) 2020 IAgrE. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:127 / 144
页数:18
相关论文
共 32 条
[21]   Comparison of the discrete element and finite element methods to model the interaction of soil and tool cutting edge [J].
Ucgul, Mustafa ;
Saunders, Chris ;
Fielke, John M. .
BIOSYSTEMS ENGINEERING, 2018, 169 :199-208
[22]   Three-dimensional discrete element modelling of tillage: Determination of a suitable contact model and parameters for a cohesionless soil [J].
Ucgul, Mustafa ;
Fielke, John M. ;
Saunders, Chris .
BIOSYSTEMS ENGINEERING, 2014, 121 :105-117
[23]   Effect of soil particle size on soil-subsoiler interactions using the discrete element method simulations [J].
Wang, Xuezhen ;
Zhang, Sen ;
Pan, Hongbo ;
Zheng, Zhiqi ;
Huang, Yuxiang ;
Zhu, Ruixiang .
BIOSYSTEMS ENGINEERING, 2019, 182 :138-150
[24]   DEM and soil bin study on a biomimetic disc furrow opener [J].
Wang, Yueming ;
Xue, Weiliang ;
Ma, Yunhai ;
Tong, Jin ;
Liu, Xianping ;
Sun, Jiyu .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 156 (209-216) :209-216
[25]  
Xue Zheng Xue Zheng, 2014, Journal of Agricultural Science and Technology (Beijing), V16, P79
[26]  
Yan M., 2005, SHANXI ARCHITECTURE, V7, P47, DOI [10.13719/j.cnki.cn14-1279/tu.2005.07.029, DOI 10.13719/J.CNKI.CN14-1279/TU.2005.07.029]
[27]  
Yang Wang Yang Wang, 2011, Transactions of the Chinese Society of Agricultural Engineering, V27, P95
[28]  
[尤泳 You Yong], 2017, [农业机械学报, Transactions of the Chinese Society for Agricultural Machinery], V48, P50
[29]  
Zang C., 2017, CHINA FRUIT VEGETABL, V37, P54, DOI [10.19590/j.cnki.1008-1038.2017.12.015, DOI 10.19590/J.CNKI.1008-1038.2017.12.015]
[30]   Scaled-up rice grain modelling for DEM calibration and the validation of hopper flow [J].
Zhang, Shun ;
Tekeste, Mehari Z. ;
Li, Yong ;
Gaul, Alan ;
Zhu, Dequan ;
Liao, Juan .
BIOSYSTEMS ENGINEERING, 2020, 194 :196-212