Changqing Gao, Leilei He, Yusong Ding, Bryan Gilbert Murengami, Jinyong Chen, Chengquan Zhou, Hongbao Ye, Rui Li, Longsheng Fu
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First, statistical analysis of the dimensions of flower clusters and individual flowers was conducted to fit normal distribution curves, which guided the design of the spray coverage and combination intervals for the multinozzle end-effector. Second, optimal spray parameters were determined based on a three-factor, five-level quadratic orthogonal experiment, that is, air pressure of 70.4 kPa, rate of flow of 86.0 mL/min, and spray distance of 27.8 cm. A targeted pollination strategy was developed based on the preferential flower selection strategy and structure of the multinozzle end-effector. Field experiments were conducted in a commercial kiwifruit orchard to evaluate its feasibility and performance, and an average success targeting rate of 93.4% at an average speed of 1.0 s per flower was achieved. Furthermore, compared with artificial assisted pollination methods, it can improve the utilization rate of kiwifruit pollen with an average consumption of 0.20 g in every 60 flowers with an average fruit set rate of 88.9%. 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引用次数: 0
摘要
猕猴桃花的人工授粉是一项劳动密集型工作,非常希望被机器人操作所取代。本研究开发了一种授粉机器人,以实现果园中猕猴桃丛花的精确授粉。该传粉机器人由多喷嘴末端执行器、机械臂、视觉系统、履带式底盘和控制系统五大系统组成。机器人可以选择优先的花朵,然后针对它们的雌蕊进行精确授粉。首先,对花簇和单朵的尺寸进行统计分析,拟合正态分布曲线,指导多喷嘴末端执行器的喷雾覆盖和组合间隔设计;其次,通过三因素五水平二次正交试验确定最佳喷雾参数,即气压70.4 kPa,流速86.0 mL/min,喷雾距离27.8 cm。基于多喷嘴末端执行器的择优策略和结构,提出了一种定向传粉策略。在某猕猴桃商业果园进行了田间试验,对其可行性和性能进行了评价,平均靶速为1.0 s /花,平均靶成功率为93.4%。与人工辅助授粉相比,能提高猕猴桃花粉的利用率,平均每60朵花消耗0.20 g,平均坐果率为88.9%。实验结果表明,该授粉机器人能够有效地为猕猴桃花授粉并保存花粉。
A Novel Multinozzle Targeting Pollination Robot for Clustered Kiwifruit Flowers Based on Air–Liquid Dual-Flow Spraying
Manual pollination of kiwifruit flowers is a labor-intensive work that is highly desired to be replaced by robotic operations. In this research, a pollination robot was developed to achieve precision pollination of clustered kiwifruit flowers in the orchard. The pollination robot consists of five systems, including a multinozzle end-effector, a mechanical arm, a vision system, a crawler-type chassis, and a control system. The robot can select preferential flowers and then target their pistil to achieve precision pollination. First, statistical analysis of the dimensions of flower clusters and individual flowers was conducted to fit normal distribution curves, which guided the design of the spray coverage and combination intervals for the multinozzle end-effector. Second, optimal spray parameters were determined based on a three-factor, five-level quadratic orthogonal experiment, that is, air pressure of 70.4 kPa, rate of flow of 86.0 mL/min, and spray distance of 27.8 cm. A targeted pollination strategy was developed based on the preferential flower selection strategy and structure of the multinozzle end-effector. Field experiments were conducted in a commercial kiwifruit orchard to evaluate its feasibility and performance, and an average success targeting rate of 93.4% at an average speed of 1.0 s per flower was achieved. Furthermore, compared with artificial assisted pollination methods, it can improve the utilization rate of kiwifruit pollen with an average consumption of 0.20 g in every 60 flowers with an average fruit set rate of 88.9%. The validations demonstrated that the pollination robot can efficiently pollinate kiwifruit flowers and save pollen.
期刊介绍:
The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments.
The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.