A novel nonlinear compensator based on digital acceleration control

Masashi Okuma, T. Emaru, Y. Hoshino, Yukinori Kobayashi
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Abstract

In this paper, we propose two nonlinear compensators for controlling mechanical systems. The high nonlinearity of typical multi-body mechanical systems arises form the effects of gravity, friction, joint interactions, and other factors. Such non-linearity limits the accuracy of the proportional-integral-derivative (PID) control, but does not affect the integrity of the digital acceleration control (DAC). Previously, we proposed a control system combining PID and DAC (PID-DAC) and confirmed its validity. However, PID-DAC is of limited accuracy when controlling an object with high acceleration. To solve this problem, we modified DAC to compensate for nonlinear effects only. Essentially, the new compensators compensate for nonlinearity while PID controls the object position. The effectiveness of the proposed methods is investigated through experiments on a two-link robot manipulator. The controller performs well in the presence of nonlinear forces, and is easily applied to PID to enhance object control.
本文提出了两种用于控制机械系统的非线性补偿器。典型的多体机械系统的高非线性是由重力、摩擦、关节相互作用和其他因素的影响引起的。这种非线性限制了比例-积分-导数(PID)控制的精度,但不影响数字加速度控制(DAC)的完整性。在此之前,我们提出了一种PID与DAC相结合的控制系统(PID-DAC),并验证了其有效性。然而,PID-DAC在控制高加速度物体时精度有限。为了解决这个问题,我们修改DAC只补偿非线性效应。本质上,新的补偿器补偿非线性,而PID控制对象的位置。通过双连杆机器人的实验验证了所提方法的有效性。该控制器在存在非线性力的情况下表现良好,易于应用于PID以增强对象控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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