连续体机械臂建模与无模型模糊控制

A. Parvaresh, S. Moosavian
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引用次数: 5

摘要

与传统机械臂相比,连续体机械臂具有许多优点,这是该领域进一步研究的动力。由于复杂的非线性和不确定性,这些系统的动力学建模和控制是一个具有挑战性的领域。本文通过适当的系统辨识方法建立了该类机械手的三维动力学模型,并通过实验数据验证了该模型的有效性,然后利用该模型设计了pid -模糊控制器。这是一个无模型控制器,不需要精确的系统模型来控制末端执行器的位置。接下来,研究了到达工作空间不同位置的性能。仿真结果表明了所提控制器的优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and Model-free Fuzzy Control of a Continuum Robotic Arm
Continuum robotic arms have many advantages compared to traditional manipulators, which motivate further researches in this field. Dynamics modeling and controlling these systems are challenging areas due to the complicated nonlinearities and uncertainties. In this paper, a three-dimensional dynamics model of such manipulators is developed through appropriate system identification method that is validated by experimental data, and then it is used to design a PID-fuzzy controller. This is a model-free controller and does not require the exact model of the system for controlling the position of the end-effector. Next, the performance in reaching different positions of the workspace is investigated. Obtained results show the merits of the proposed controller.
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