高阶扰动观测器控制系统鲁棒稳定性及性能分析:频率法

E. Sariyildiz, K. Ohnishi
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引用次数: 11

摘要

干扰观测器(DOB)由于其简单和高效而广泛应用于许多鲁棒控制应用,如机器人和工业自动化。DOB通过在其带宽范围内使用内反馈环路来估计和补偿系统干扰。它包括标称系统模型的逆和一个确定DOB带宽的低通滤波器(LPF)。LPF的动态特性和带宽直接影响系统的鲁棒稳定性和性能。利用高阶扰动观测器(HODOB)可以调节LPF的动态特性。为了在较宽的频率范围内抑制系统的干扰,对DOB的带宽要求尽可能高。然而,它受到噪声和系统鲁棒性的限制。传统的鲁棒性分析方法基于小增益定理和非结构化不确定性,由于保守性,不必要地限制了DOB的带宽。采用基于结构不确定性的鲁棒性分析方法可以降低稳健性。本文采用传统的分析方法和基于结构不确定性的奇异结构值(SSV)对DOB/HODOB系统的鲁棒稳定性和性能进行了分析。给出了这些方法的优缺点。对一般二阶系统模型进行了分析,仿真结果表明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Stability and Performance Analysis of the Control Systems with Higher Order Disturbance Observer: Frequency Approach
The Disturbance Observer (DOB) is widely used in many robust control applications such as robotics and industrial automation due to its simplicity and efficiency. The DOB estimates and compensates the system disturbances by using an inner-feedback loop in the range of its bandwidth. It includes the inverse of the nominal system model and a low pass filter (LPF) which determines the bandwidth of the DOB. The dynamic characteristic and bandwidth of the LPF directly affect the robust stability and performance of the system. The dynamic characteristic of the LPF can be adjusted by using Higher Order Disturbance Observers (HODOB). The bandwidth of the DOB is demanded to be as high as possible to suppress the system disturbances in a wide frequency range. However, it is bounded by the noise and robustness of the system. The conventional robustness analysis method which is based on the Small Gain theorem and unstructured uncertainties, unnecessarily limits the bandwidth of the DOB due to conservatism. The conservatism can be decreased by using the structured uncertainty based robustness analysis methods. In this paper, the robust stability and performance of the system with DOB/HODOB is analyzed by using the conventional analysis method and Singular Structured Values (SSV) that is based on the structured uncertainties. The pros and cons of these methods are shown. A general second order system model is analyzed and simulation results are given to show the validity of the proposed methods.
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