基于扰动观测器的两饱和约束控制系统测量噪声的影响

Seyeong Cheon, Gyujin Na, Y. Eun
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引用次数: 0

摘要

扰动观测器(DOB)是一种众所周知的控制系统工具,能够补偿模型的不确定性和抑制外源干扰。以前有报道称,零平均测量噪声可能导致基于DOB的控制系统由于饱和致动器的饱和非线性而产生跟踪误差。本文研究了具有两种饱和约束的基于DOB的控制系统,并研究了测量噪声的影响。这种系统结构源于鲁棒暂态DOB (Robust Transient DOB, RTDOB),它有意地限制扰动补偿的幅度,以避免可能恶化闭环系统暂态响应的峰值现象。使用RTDOB的系统有两个饱和约束,一个是由饱和致动器自然产生的,另一个是人为插入的,以限制干扰补偿的幅度。研究表明,零平均测量噪声也会导致基于RTDOB的系统产生跟踪误差,分析了该误差随系统参数的幅值,并讨论了与基于常规DOB的系统相比其严重程度。通过仿真验证了所提分析的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of Measurement Noise in Disturbance Observer Based Control Systems with Two Saturation Constraints
Disturbance Observer (DOB) is a well known tool for control systems capable of compensating model un-certainty and rejecting exogenous disturbances. It has been reported previously that zero mean measurement noise may induce tracking error in DOB based control systems with a saturation nonlinearity due to saturating actuators. In this work, DOB based control systems with two saturation constraints are considered and the effect of measurement noise is investigated. Such system architecture arises from Robust Transient DOB (RTDOB) which intentionally bounds amplitude of disturbance compensation in order to avoid peaking phenomenon that can possibly worsen transient response of the closed loop system. Systems using RTDOB have two saturation constraints, one that naturally arises from saturating actuator, and the other artificially inserted to limit the amplitude of disturbance compensation. We show that zero mean measurement noise may induce tracking error in RTDOB based systems as well, analyze the amplitude of the error with systems parameters, and discuss its severity compared to that of a regular DOB based system. The accuracy of proposed analysis is demonstrated through simulations.
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