基于扰动观测器的机器人鲁棒位置控制问题的非线性稳定性分析

E. Sariyildiz, Haoyong Yu, K. Yu, K. Ohnishi
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引用次数: 10

摘要

本文提出了一种新的基于扰动观测器的机器人鲁棒位置控制的非线性稳定性分析方法。虽然在鲁棒运动控制系统中应用了很长时间,但其分析和设计方法不足且不切实际。为了简化分析,运动控制系统的非线性通常被忽略;然而,它们可能会显著影响运动控制系统的稳定性和性能。本文证明了基于DOb的二自由度鲁棒位置控制器等同于基于无源性的控制器。基于DOb的二自由度鲁棒位置控制系统应用于机器人机械手的轨迹跟踪控制问题时,其误差最终一致有界。误差界直接由DOb的带宽和标称惯性矩阵决定。随着它们的增加,误差范围缩小。然而,DOb和标称惯性矩阵的带宽受到噪声和采样周期等实际约束的限制;因此,误差不能自由减小。将鲁棒位置控制系统应用于调节器,即机器人机械臂的点对点位置控制问题,实现了系统的渐近稳定。结果表明,通过增加DOb的带宽,不仅可以提高鲁棒位置控制系统的鲁棒性,而且可以提高系统的稳定性。此外,减小标称惯量会大大降低鲁棒位置控制系统的稳定性。运用所提出的分析方法,给出了新的实用设计方法。仿真结果表明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A nonlinear stability analysis for the robust position control problem of robot manipulators via disturbance observer
In this paper, a new nonlinear stability analysis is proposed for the robust position control problem of robot manipulators via Disturbance Observer (DOb). Although a DOb has long been used in the robust motion control systems, it suffers from the insufficient and impractical analysis and design methods. Nonlinearities of motion control systems are generally ignored to simplify analyses; however, they may significantly influence the stability and performance of motion control systems. The paper shows that a DOb based two degrees of freedom robust position controller equals to a passivity based controller. The error of a DOb based two degrees of freedom robust position control system is uniformly ultimately bounded when it is applied to a trajectory tracking control problem of robot manipulators. The error bound is directly determined by the bandwidth of DOb and nominal inertia matrix. As they are increased, the error bound shrinks. However, the bandwidth of DOb and nominal inertia matrix are limited by the practical constraints such as noise and sampling period; therefore, the error cannot be freely decreased. Asymptotic stability is achieved if the robust position control system is applied into a regulator, i.e., point to point, position control problem of robot manipulators. It is shown that not only the robustness but also the stability of the robust position control system is improved by increasing the bandwidth of DOb. Besides, decreasing nominal inertia may degrade the stability of the robust position control system, drastically. New practical design methods are given by using the proposed analysis method. Simulation results are given to show the validity of the proposals.
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