机械臂PID调节器的吸引域估计

Jose Luis Meza, V. Santibáñez, Ricardo Campa
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引用次数: 36

摘要

研究了机器人机械臂线性比例积分导数调节器的吸引域估计问题。我们首先回顾一个简单的半全局渐近稳定性分析,这是文献中发现的最简单的分析之一;然后,基于这样的分析,我们根据PID控制器的增益得到一个吸引域的估计,允许以一种显式的方式知道这个吸引域估计的半径。据作者所知,对于机器人机械臂的经典线性PID调节器,这是第一篇用比例增益矩阵、导数增益矩阵和积分增益矩阵来明确参数化目标位置吸引范围的论文。因此,我们还提出了一种调谐过程,可以保证给定初始条件下的渐近稳定性。最后,作为在实际应用中测试此调谐过程的一种方法,我们在直接驱动机械臂上完成了一些实验。
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An estimate of the Domain of attraction for the PID regulator of manipulators
This paper deals with the problem of estimation of the domain of attraction for the linear Proportional Integral Derivative (PID) regulator of robot manipulators. We first recall a simple semiglobal asymptotic stability analysis, which is one of the simplest found in the literature; then, based on such analysis we obtain an estimate of the domain of attraction in terms of the PID controller gains, allowing to know, in an explicit way, the radius of such an estimate of the region of attraction. To the best of the authors' knowledge, for the classical linear PID regulator of robot manipulators, this is the first paper that explicitly parameterizes the range of attraction of the goal position in terms of the proportional, derivative and integral gain matrices. As a consequence, we also propose a tuning procedure which allows to ensure asymptotic stability for a given initial conditions. Finally, as a way of testing this tuning procedure in a real application, we accomplish some experiments in a direct-drive robot arm.
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