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基于干扰观测器的不确定非线性参数变化系统控制器设计

Disturbance observer-based controller design for uncertain nonlinear parameter-varying systems.

作者信息

Zhu Pingfang, Hong Xiaoping, Yang Delong

机构信息

School of Systems Design and Intelligent Manufacturing, South University of Science and Technology, Shenzhen Guangdong 518000, China.

Shenzhen Institute of Advanced Integration Technology, Chinese Academy of Science, ShenZhen Institute of Advanced Technology Chinese Academy of Sciences, Shenzhen Guangdong 518000, China.

出版信息

ISA Trans. 2022 Nov;130:265-276. doi: 10.1016/j.isatra.2022.04.029. Epub 2022 Apr 21.

DOI:10.1016/j.isatra.2022.04.029
PMID:35525604
Abstract

In this paper, the disturbance observer-based controller (DOBC) design problem is investigated for a class of uncertain nonlinear parameter-varying (NPV) systems subject to unknown uncertainty and unmeasurable state variables. First, aiming to deal with the unknown uncertainty, an efficient scheme for treating the uncertainty as an unknown disturbance is given. Second, based on the transformed model with unknown disturbance, a novel observer is presented to estimate the unmeasurable state variables and unknown disturbance, which is further used to design the state-and-parameter-dependent (SAPD) controller. By using the correspond closed-loop systems and Lyapunov stability theory, some SAPD conditions on designing the observer and controller are established by linear matrix inequalities (LMIs) forms. Based on sum-of-squares (SOS) techniques, these LMIs can be effective solved Remarkably, the SAPD controller and the SAPD observer are designed independently, which can significantly reduce the complexity of the disturbance-based control algorithm. Finally, some simulations and comparative results in two examples are provided to prove the feasibility of the proposed approach.

摘要

本文研究了一类具有未知不确定性和不可测状态变量的不确定非线性参数变化(NPV)系统基于干扰观测器的控制器(DOBC)设计问题。首先,为了处理未知不确定性,给出了一种将不确定性视为未知干扰的有效方案。其次,基于带有未知干扰的变换模型,提出了一种新颖的观测器来估计不可测状态变量和未知干扰,并进一步用于设计状态和参数依赖(SAPD)控制器。通过使用相应的闭环系统和李雅普诺夫稳定性理论,以线性矩阵不等式(LMI)形式建立了一些关于设计观测器和控制器的SAPD条件。基于平方和(SOS)技术,这些LMI可以有效求解。值得注意的是,SAPD控制器和SAPD观测器是独立设计的,这可以显著降低基于干扰的控制算法的复杂度。最后,给出了两个例子的一些仿真和对比结果,以证明所提方法的可行性。

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