单连杆柔性关节机器人自抗扰控制设计

Amjad J. Humaidi, H. M. Badr, A. Ajil
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引用次数: 22

摘要

针对单连杆柔性关节机器人的位置控制问题,提出了一种自抗扰控制策略。提出了线性自抗扰控制器(LADRC)和非线性自抗扰控制器(NADRC)两种自抗扰控制器方案。对LADRC和NADRC的暂态性能、鲁棒性和抗扰能力进行了比较研究。两个控制器的鲁棒性是通过测量由于系统参数的不确定性而导致的系统性能偏差量来评估的。NADRC和LADRC的一个问题是它们包括各种参数,除非它们被适当地调整,否则将对估计过程产生不利影响,进而对系统性能产生不利影响。选择粒子群技术(PSO)作为最优调谐器来改进估计过程,从而提高系统性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Active Disturbance Rejection Control for Single-Link Flexible Joint Robot Manipulator
This work presents the design of active disturbance rejection control (ADRC) strategy to position control of a single-Iink flexible joint robot manipulator. Two schemes of ADRC are presented, Linear Active Disturbance Rejection Controller (LADRC) and Nonlinear Active Disturbance Rejection Controller (NADRC). A comparison study in terms of transient performances, robustness characteristics and disturbance rejection capabilities has been made based on LADRC and NADRC. The robustness of both controllers is evaluated by measuring the amount of deviation in system performance due to uncertainty in system parameters, One issue with NADRC and LADRC is they include various parameters and unless they are properly tuned, will have an adverse effect on the estimation process and in turn, on the system performance. The particle swarm technique (PSO) has been selected as an optimal tuner to improve the estimation process and thereby, to enhance the system performance.
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