农业机械臂振动模糊整定PID控制

Satyam Paul, A. Arunachalam, Davood Khodadad, O. Rubanenko
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引用次数: 6

摘要

基于图像的表型系统已经发展了多年,并成为作物和植物科学研究的一个组成部分。表型系统提供了巨大的潜力,提供关键的见解,比传统的破坏性领域的方法。在图像采集和处理过程中,准确地确定一般的特征是非常重要的,当安装在电机机械臂上时,这进一步变得非常具有挑战性和不平凡。为了解决近相关问题,我们研究了将比例-积分-导数(PID)控制算法应用于当前手动设置的可能性,目的是减少振动。本研究的重点是研究由驱动电机引起的外部摄像机抖动的主动控制和稳定。然而,很少有研究人员关注控制算法在农业相关实践中的应用。我们验证了主动控制,并证明了它的必要性。2型模糊逻辑与PID控制相结合,提高了控制效果。系统的非线性由2型模糊逻辑进行补偿。结果表明,系统实现了主动控制,使振动降到最低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Tuned PID Controller for Vibration Control of Agricultural Manipulator
Image-based phenotyping systems have evolved over the years, and become an integral part of crop and plant science research. Phenotyping systems provide great potential to deliver critical insights, than the conventional destructive field m ethods. S table i mage a cquisition a nd p rocessing i s very important to accurately determine the characteristics in general, which further becomes very challenging and non-trivial when mounted over an motor mechanised arm. To address the near associated problems, we investigate on the possibility of applying the Proportional–Integral–Derivative (PID) control algorithm to the present manual setup with an aim to reduce vibration. This study focused towards investigating the active control and stabilization of the external camera shake, that may be induced by the driving motor. Nonetheless, very few researchers have focused on application of control algorithms for agriculture related practices. We validate the active control, and justify the need for the same.Type-2 fuzzy logic is combined with the PID control for better effectiveness. The non-linearity associated with the system is compensated by the type-2 fuzzy logic. The results shows that the active control has been achieved, and the vibration is minimized.
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