新鲜市场苹果机器人收获机的真空吸力末端执行器研制

IF 4.4 1区 农林科学 Q1 AGRICULTURAL ENGINEERING
Wanjia Hua , Wenqiang Zhang , Zhao Zhang , Xiaohang Liu , Mengning Huang , C. Igathinathane , Stavros Vougioukas , Chayan Kumer Saha , N.S. Mustafa , Dina Saber Salama , Yao Zhang , Man Zhang
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引用次数: 0

摘要

由于劳动力短缺,及时收获新鲜苹果面临挑战,而现代机器人收割方法有可能解决这一问题。目前流行的苹果收获机器人工艺不能满足实际应用的需求,主要原因是缺乏合适的机械手,因为现有的机械手采摘率低,水果损坏,成本高。研制了一种苹果收获机械臂样机,包括真空三转自由度末端执行器、三棱镜自由度笛卡尔坐标系、RGB-D相机和系统集成。设计了视觉定位系统和控制器,实现了机械手的精确定位和分离。本研究的主要贡献是三转自由度真空吸力末端执行器,并在商业苹果园进行了性能评估。实验结果表明,直径为33φ mm的吸盘比直径为43φ mm的吸盘性能更好。旋转后再拉的方法被证明比只拉苹果脱离更有效。结果表明,苹果的赤道区域是吸力的最佳区域。真空压力至少为- 65kpa,以保证剥离成功。实验结果表明,83.1%的收获苹果茎完好无损。对于开发的机械手,实际应用中建议使用直径33φ mm的吸盘,旋转和拉分离方法,−65 kPa。通过集成的新型机械手,所开发的苹果收获机器人已被证明具有实现机器人苹果收获的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vacuum suction end-effector development for robotic harvesters of fresh market apples
Timely harvesting of fresh apples faces challenges due to labour shortage, and the modern approach of robotic harvesting has the potential to address this issue. The prevailing process of apple harvest robotics could not meet the demands of practical applications, mainly due to the lack of a suitable manipulator, because the existing ones are associated with low picking rates, fruit damage, and high costs. A prototype apple harvesting manipulator was developed, which includes a vacuum three-revolute-degrees-of-freedom end-effector, a three-prismatic-degrees-of-freedom Cartesian system, an RGB-D camera, and system integration. The vision positioning system and controller were designed to realise precise positioning and detachment of the manipulator. The major contribution of the current study is the three-revolute-degrees-of-freedom vacuum suction end-effector, whose performance evaluation was conducted in a commercial apple orchard. Experimental results showed that a 33ϕ mm diameter suction cup achieved superior performance over a 43ϕ mm cup. The method of rotation followed by pull proved to be more effective than only pulling for apple detachment. The results indicated that the apple’s equatorial region was the optimal area for suction. Furthermore, the vacuum pressure should be at least −65 kPa to guarantee successful detachment. Experimental results showed that 83.1% of harvested apples had stems intact. For the developed manipulator, a 33ϕ mm diameter suction cup, a rotate-and-pull separation method, and −65 kPa were recommended for practical applications. With the integrated new manipulator, the developed apple harvest robot has been demonstrated to have the potential to realise robotic apple harvesting.
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来源期刊
Biosystems Engineering
Biosystems Engineering 农林科学-农业工程
CiteScore
10.60
自引率
7.80%
发文量
239
审稿时长
53 days
期刊介绍: Biosystems Engineering publishes research in engineering and the physical sciences that represent advances in understanding or modelling of the performance of biological systems for sustainable developments in land use and the environment, agriculture and amenity, bioproduction processes and the food chain. The subject matter of the journal reflects the wide range and interdisciplinary nature of research in engineering for biological systems.
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