Classification, Advanced Technologies, and Typical Applications of End-Effector for Fruit and Vegetable Picking Robots

Chongyang Han, Jinhong Lv, Chengju Dong, Jiehao Li, Yuanqiang Luo, Weibin Wu, Mohamed Anwer Abdeen
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Abstract

Fruit- and vegetable-harvesting robots are a great addition to Agriculture 4.0 since they are gradually replacing human labor in challenging activities. In order to achieve the harvesting process accurately and efficiently, the picking robot’s end-effector should be the first part to come into close contact with the crops. The design and performance requirements of the end-effectors are affected by the fruit and vegetable variety as well as the complexity of unstructured surroundings. This paper summarizes the latest research status of end-effectors for fruit- and vegetable-picking robots. It analyzes the characteristics and functions of end-effectors according to their structural principles and usage, which are classified into clamp, air suction, suction holding, and envelope types. The development and application of advanced technologies, such as the structural design of end-effectors, additional sensors, new materials, and artificial intelligence, were discussed. The typical applications of end-effectors for the picking of different kinds of fruit and vegetables were described, and the advantages, disadvantages, and performance indexes of different end-effectors were given and comparatively analyzed. Finally, challenges and potential future trends of end-effectors for picking robots were reported. This work can be considered a valuable guide to the latest end-effector technology for the design and selection of suitable end-effectors for harvesting different categories of fruit and vegetable crops.
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果蔬采摘机器人末端执行器的分类、先进技术和典型应用
水果和蔬菜采摘机器人是农业 4.0 的重要补充,因为它们正在逐步取代人类劳动力从事具有挑战性的活动。为了准确高效地完成采摘过程,采摘机器人的末端执行器应是与农作物密切接触的第一部分。末端执行器的设计和性能要求受到水果和蔬菜种类以及非结构化环境复杂性的影响。本文总结了果蔬采摘机器人末端执行器的最新研究状况。根据末端执行器的结构原理和用途,分析了末端执行器的特点和功能,将其分为夹持型、气吸型、吸持型和包络型。讨论了先进技术的开发和应用,如末端执行器的结构设计、附加传感器、新材料和人工智能。介绍了末端执行器在不同种类果蔬采摘中的典型应用,给出并比较分析了不同末端执行器的优缺点和性能指标。最后,报告了采摘机器人末端执行器面临的挑战和潜在的未来发展趋势。这项工作可视为最新末端执行器技术的宝贵指南,有助于设计和选择合适的末端执行器,用于收获不同种类的水果和蔬菜作物。
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