GREEN FRUIT REMOVAL DYNAMICS FOR DEVELOPMENT OF ROBOTIC GREEN FRUIT THINNING END-EFFECTOR

被引:4
|
作者
Hussain, Magni [1 ,2 ]
He, Long [1 ,2 ]
Schupp, James [2 ,3 ]
Heinemann, Paul [1 ]
机构
[1] Penn State Univ, Dept Agr & Biol Engn, University Pk, PA 16802 USA
[2] Penn State Univ, Fruit Res & Extens Ctr, Biglerville, PA 17307 USA
[3] Penn State Univ, Dept Plant Sci, University Pk, PA 16802 USA
来源
JOURNAL OF THE ASABE | 2022年 / 65卷 / 04期
基金
美国食品与农业研究所;
关键词
Apple; Crop load management; End-effector; Fruit removal dynamics; Robotic thinning; APPLE; TREES;
D O I
10.13031/ja.14974
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Green fruit thinning is one of the most important operations in apple production for obtaining high-quality fruit. Manual thinning is time-intensive, making it impractical for large orchards. Some alternative methods, such as chemical and mechanical thinning, have greatly improved work efficiency, but both methods have drawbacks due to non-selective targeting. Robotic green fruit thinning can potentially be as selective as manual thinning. This study developed an effective end-effector for robotic green fruit thinning. Prior to designing the end-effector, a series of fruit removal dynamics tests were conducted to determine the forces required for robotic thinning using pulling or stem-cutting methods on three different apple cultivars. The overall mean forces for pulling detachment were 24.78 +/- 0.48 N and 19.91 +/- 0.55 N when detaching stem from the fruit-end and the spur-end, respectively. The average force required for stem-cutting was 33.6 +/- 8.0 N among the three cultivars. No significant differences were found between the fruit or stem dimensions and the force required for fruit removal. A stem-cutting end-effector prototype was then developed to conduct fruit removal experiments in field conditions. Two end-effector prototype configurations were tested: one placing the end-effector on a handheld bar, and the other integrating the end-effector with a six DoF robotic manipulator. The success rates of green fruit removal for all endeffector prototype experiments were over 90%. The end-effector is a core component of an automated green fruit thinning system. Integration with the robotic manipulator also indicated the potential of a robotic green fruit system to remove fruit at different locations and orientations. A machine vision system will be developed and integrated with the end-effector to develop a robotic green fruit thinning system.
引用
收藏
页码:779 / 788
页数:10
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