Hybrid Fx-NLMS Algorithm for Active Vibration Control of Flexible Beam with Piezoelectric Stack Actuator

被引:1
|
作者
Fang, Yubin [1 ]
Zhu, Xiaojin [1 ]
Liu, Haotian [1 ]
Gao, Zhiyuan [1 ]
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
来源
ADVANCED COMPUTATIONAL METHODS IN LIFE SYSTEM MODELING AND SIMULATION, LSMS 2017, PT I | 2017年 / 761卷
关键词
Active Vibration Control; Fx-LMS algorithm; Hybrid Fx-NLMS algorithm; Flexible beam; Convergence analysis; NOISE-CONTROL;
D O I
10.1007/978-981-10-6370-1_27
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Filtered-x Least Mean Square (FxLMS) algorithm is a meaningful adaptation algorithm used in the field of Active Vibration Control (AVC). Hybrid FxLMS algorithm, which is the combination of the feedforward structure and the feedback structure of FxLMS, has a better stability and could get the same performance with a lower filter order. In order to get a faster convergence speed, this paper adopts Normalized LMS (NLMS) algorithm to replace of LMS algorithm in the hybrid AVC system. To verify the Hybrid Fx-NLMS algorithm, this paper developed a simulation platform for active vibration control of a flexible beam with piezoelectric stack actuator using ADAMS and MATLAB SIMULINK. Simulation results show that the convergence speed and vibration suppression performance of the Hybrid Fx-NLMS algorithm are better than other traditional algorithms.
引用
收藏
页码:273 / 281
页数:9
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