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
相关论文
共 50 条
  • [41] Design and Analysis of a Robotic End-Effector for Automated Hi-Lok Nut Installation
    Jiang, Jiefeng
    Xi, Fengfeng
    Bi, Yunbo
    COATINGS, 2022, 12 (07)
  • [42] A robotic end-effector with rolling up mechanism for pick-and-release of a cotton sheet
    Abe, Taiki
    Kawasaki, Yuichi
    Yamazaki, Kimitoshi
    ROBOMECH JOURNAL, 2020, 7 (01):
  • [43] Capturing dynamics of a space manipulator end-effector with snare capture and retract operations
    Li, Haiquan
    Liu, Qian
    Wu, Shuang
    Ma, Wei
    Wang, Zhaokui
    AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 136
  • [44] Design, simulation, and experiment for the end effector of a spherical fruit picking robot
    Li, Ziyue
    Yuan, Xianju
    Yang, Zhanpeng
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2023, 20 (06)
  • [45] An end effector based on the Bernoulli principle for handling sliced fruit and vegetables
    Davis, S.
    Gray, J. O.
    Caldwell, Darwin G.
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2008, 24 (02) : 249 - 257
  • [46] Development of an end-effector to simulate the foot to ball interaction of an instep kick in soccer
    Fraser, Samuel
    Harland, Andy
    Donovan, Patrick
    O'Shea, Laura
    ENGINEERING OF SPORT CONFERENCE 2012, 2012, 34 : 284 - 289
  • [47] OPTIMIZATION AND EXPERIMENTAL STUDY OF STRUCTURAL PARAMETERS OF COMPLIANT END-EFFECTOR FOR ROBOTIC CHERRY TOMATO HARVESTING
    Xie, Huaibei
    APPLIED ENGINEERING IN AGRICULTURE, 2022, 38 (03) : 617 - 625
  • [48] Design, integration, and field evaluation of a robotic blossom thinning system for tree fruit crops
    Bhattarai, Uddhav
    Zhang, Qin
    Karkee, Manoj
    JOURNAL OF FIELD ROBOTICS, 2024, 41 (05) : 1366 - 1385
  • [49] Acquisition of Fruit Region in Green Apple Image Based on the Combination of Segmented Regions
    Lv, Jidong
    Shen, Genrong
    Ma, Zhenghua
    2017 2ND INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC 2017), 2017, : 332 - 335
  • [50] Combination of Kluyveromyces marxianus and sodium bicarbonate for controlling green mold of citrus fruit
    Geng, Peng
    Chen, Shaohua
    Hu, Meiying
    Rizwan-ul-Haq, Muhammad
    Lai, Kaiping
    Qu, Fei
    Zhang, Yanbo
    INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2011, 151 (02) : 190 - 194