Robust vibration suppression control using system identification of minor control-loop system

Seiji Hashimoto, K. Hara, H. Funato, K. Kamiyama
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引用次数: 7

Abstract

In vibration suppression control with a wide bandwidth for resonant plant, it is a requisite to identify such plant with high accuracy. However, the more complicated the plant, the more difficult its system identification becomes. In this paper, the authors propose to identify a modified plant with a minor control loop (MCL), fedback with just an output, instead of identifying an original plant itself. As to the design of the MCL, the original plant is modified to have an optimal damping factor. To identify the modified plant, the autoregressive exogenous (ARX) model and least squares method are applied. Through this system identification, the authors can derive an exact uncertainty between the nominal and identified parameters. Therefore, a robust vibration suppression control system, which has a wide bandwidth, can be systematically designed. The effectiveness of the proposed design method for a servomotor-fed two-mass resonant system is demonstrated through simulations and experiments.
基于小控制回路系统辨识的鲁棒减振控制
在宽频带谐振对象的抑振控制中,高精度识别该类对象是必不可少的。然而,植物越复杂,其系统识别就越困难。在这篇论文中,作者提出用一个只有输出反馈的小控制回路(MCL)来识别一个修改的植物,而不是识别原始植物本身。在MCL的设计中,对原装置进行了改进,使其具有最优的阻尼系数。采用自回归外源(ARX)模型和最小二乘法对变异植株进行识别。通过对系统的辨识,得出了标称参数与辨识参数之间精确的不确定度。因此,可以系统地设计出具有较宽带宽的鲁棒振动抑制控制系统。通过仿真和实验验证了所提出的伺服电机馈电双质量谐振系统设计方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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