Enhancing Disturbance Rejection of PID Controllers for DC Joint Motors of Trajectory Tracking Robots Using Disturbance Observer

Q2 Engineering
P. Ngamsom
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引用次数: 0

Abstract

In this paper, disturbance rejection of DC motor PID trajectory control systems is enhanced for independent joint control of robot arms. The concept of disturbance observer is invoked to propose a linear auxiliary control that augments existing PID controllers. The design of the auxiliary control is developed using a state space approach rather than transfer function approaches commonly employed in many existing designs derived from the concept of disturbance observer. This provides new insight and leads to a compact design requiring only two design parameters. While many of the existing DC motor trajectory control systems assume the availability of current feedback from a motor coil, the proposed auxiliary control does not. This can highly facilitate its applications in the lacking situation. Realizing that the stability of the resulting control systems could be inconvenient to assert due to increased system dimension resulting from incorporating disturbance observer, compact criteria for asserting robust stability using readily available results is given explicitly. To evaluate the capability of the auxiliary control for disturbance rejection, experimental results on a DC joint motor of an articulated robot arm are given. In presence of smooth and abrupt loading variations due to gravity, it appears that the tracking error of the enhanced system can be approximately 67% of that of the unenhanced system. This result is consistent in all three rounds of experiments.
利用扰动观测器增强轨迹跟踪机器人直流关节电机PID控制器的抗扰性
本文针对机械臂的独立联合控制,对直流电机PID轨迹控制系统的抗扰性进行了改进。引入扰动观测器的概念,提出了一种线性辅助控制,以增强现有的PID控制器。辅助控制的设计是使用状态空间方法开发的,而不是在许多现有设计中通常使用的传递函数方法,这些方法源自扰动观测器的概念。这提供了新的见解,并导致只需要两个设计参数的紧凑设计。虽然许多现有的直流电机轨迹控制系统假设来自电机线圈的电流反馈的可用性,但所提出的辅助控制没有。这可以极大地促进其在缺乏的情况下的应用。考虑到由于引入扰动观测器导致系统维数增加,因此所得控制系统的稳定性可能难以断言,明确给出了使用现成结果断言鲁棒稳定性的紧凑准则。为了评估辅助控制的抗干扰能力,给出了关节机器人手臂直流关节电机的实验结果。在由于重力而出现平稳和突然的载荷变化的情况下,增强系统的跟踪误差可能约为未增强系统的67%。这一结果在所有三轮实验中都是一致的。
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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来源期刊
Applied Science and Engineering Progress
Applied Science and Engineering Progress Engineering-Engineering (all)
CiteScore
4.70
自引率
0.00%
发文量
56
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