果园
旋转(数学)
自动化
模拟
控制器(灌溉)
计算机科学
工程类
人工智能
机器人
机械工程
园艺
农学
生物
作者
Guangrui Hu,Chao Chen,Jun Chen,Lijuan Sun,Adilet Sugirbay,Yu Chen,Hongling Jin,Shuo Zhang,Lingxin Bu
标识
DOI:10.1016/j.compag.2022.107177
摘要
Fruit harvesting is time-consuming and laborious. Robots can harvest fruits with a high degree of automation, greatly reducing labor requirements, but are limited by their efficiency and high costs. In this research, a prototype apple harvesting robot was designed and constructed. The robotic prototype integrated a binocular camera, a 4-degree-of-freedom manipulator, a vacuum-based end-effector, and a mobile vehicle. The robot detected, positioned, gripped, detached, and placed apples. A manipulator controller was designed to realize rapid control execution. Picking experiments were conducted in a spindle apple orchard. Picking was tested using rotation-pull and pull patterns. The test results showed that the rotation-pull pattern was more effective picking apples than the pull pattern. The picking success rate of the rotation-pull pattern was 47.37% in the field orchard and 78% in the simulated orchard environment, with picking cycle time of ∼ 4 s. The stem damage rate in the field orchard was 11.11%. The developed picking prototype realized the task of picking apples. Its primary advantage was its competitive picking cycle time, which provides a solid foundation for the future improvement of harvesting efficiency.
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