猕猴桃收获阻抗控制与优化

IF 5.3 1区 农林科学 Q1 AGRICULTURAL ENGINEERING
Zixu Li , Zhi He , Wei Hao , Xu Wang , Xinting Ding , Yongjie Cui
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引用次数: 0

摘要

本研究提出了一种利用阻抗控制的灵活猕猴桃抓取策略,以延长储存时间,降低采摘成本,并最大限度地减少收获过程中的机械损伤。该策略的主要贡献是将模糊PID控制器集成到基于阻抗的猕猴桃采摘系统中,大大减少了采摘过程中的机械损伤。通过对猕猴桃进行压缩试验,获得了猕猴桃的粘弹性参数,并采用Burgers模型描述了猕猴桃的流变特性,了解了猕猴桃在受力作用下的变形特性。随后,利用接触力与夹持器位移之间的关系,建立了基于力的阻抗控制系统,实现了抓果过程的精确控制。此外,为了提高阻抗控制系统的性能,在控制器输出处应用了优化的解决方案。仿真分析表明,与传统的阻抗控制系统相比,优化后的模糊PID控制策略将系统的稳定时间从1.91 s降低到1.08 s。实验结果进一步验证了新防治策略有效降低了果实危害,实现了猕猴桃灵活、优质的采摘。该方法也为其他软质果蔬的采后自动化提供了有价值的技术参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Kiwifruit harvesting impedance control and optimisation
This study proposes a flexible kiwifruit grasping strategy using impedance control to extend storage time, reduce picking costs, and minimise mechanical damage during harvesting. The main contribution of this strategy is integrating a fuzzy PID controller into the impedance-based kiwifruit picking system, which significantly reduces mechanical damage during the picking process. Compression tests were performed on kiwifruit to obtain viscoelastic parameters, and the Burgers model was used to describe the rheological behaviour to understand the deformation characteristics of kiwifruit under force. Subsequently, a force-based impedance control system was established using the relationship between contact force and gripper displacement to achieve precise control of the fruit-grasping process. Additionally, to enhance the performance of the impedance control system, an optimised solution was applied at the controller output. Simulation analysis shows that the optimised fuzzy PID control strategy reduced the system's settling time from 1.91 s to 1.08 s compared to traditional impedance control systems. Experimental results further validate that the new control strategy effectively reduces fruit damage, achieving flexible and high-quality kiwifruit picking. This approach also provides valuable technical references for the post-harvest automation of other soft fruits and vegetables.
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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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