Robust adaptive control of uncertain nonlinear systems via disturbance observer techniques

Seong-Ho Song, J. Kim, Seon-Woo Lee, Yoon-Tae Im
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引用次数: 9

Abstract

This paper deals with robust control problems for nonlinear systems with matched uncertainties. In order to handle the uncertainties, the uncertainties are considered as disturbances. First, a disturbance observer is designed and the uncertainties can be rejected by subtracting these estimated values of disturbances from the plant input. Since the disturbance observer is a kind of low-pass filter, it has inevitably estimation errors. To get rid of the effects of these errors, the additional control should be applied. This additional control input is designed using adaptive control scheme. The unknown disturbance error bounds are estimated by adaptive parameter estimation methods and then the control input is calculated using these estimate values. But the control input needs to be switched on the sliding surface and provokes a chattering phenomenon. The control method suggested in this paper can, however, reduce the chattering phenomenon as small as possible by using large disturbance observer gain because the magnitude of the switching control input is dependent on the disturbance estimation errors which are decided by the accuracy of the designed disturbance observer.
基于扰动观测器技术的不确定非线性系统鲁棒自适应控制
研究具有匹配不确定性的非线性系统的鲁棒控制问题。为了处理不确定性,将不确定性视为扰动。首先,设计一个扰动观测器,通过从对象输入中减去这些扰动估计值来抑制不确定性。由于干扰观测器是一种低通滤波器,因此不可避免地存在估计误差。为了消除这些误差的影响,应该应用额外的控制。该附加控制输入采用自适应控制方案设计。采用自适应参数估计方法估计未知扰动误差范围,然后利用这些估计值计算控制输入。但控制输入需要在滑动面上切换,引起抖振现象。然而,本文提出的控制方法可以通过使用较大的干扰观测器增益来尽可能地减小抖振现象,因为开关控制输入的大小取决于干扰估计误差,而干扰估计误差由所设计的干扰观测器的精度决定。
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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