基于希尔伯特-黄变换提取车辆轨道耦合系统时频特性

陈双喜;林建辉;陈建政

振动与冲击 ›› 2013, Vol. 32 ›› Issue (5) : 43-47.

PDF(1986 KB)
PDF(1986 KB)
振动与冲击 ›› 2013, Vol. 32 ›› Issue (5) : 43-47.
论文

基于希尔伯特-黄变换提取车辆轨道耦合系统时频特性

  • 陈双喜,林建辉,陈建政
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Time-frequency characteristics extraction of vehicle-track coupling system based on Hilbert-Huang transform

  • CHEN Shuang-xi,LIN Jian-hui,CHEN Jian-zheng
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摘要

为研究各种激扰对车辆轨道耦合系统动力学响应时频特性影响,将基于改进经验模态分解(EMD)的希尔伯特-黄变换(Hilbert-Huang Transform)应用于车辆轨道耦合动力学振动信号分析中。运用改进EMD方法提取耦合系统振动响应的固有模态函数(IMF),并对其进行希尔伯特-黄变换,得到振动响应的希尔伯特时频幅值谱和边缘谱。分析表明:希尔伯特-黄变换较傅里叶变换的分辨率与精度高,能有效捕捉车轮缺陷及轨道谐波不平顺激励下车辆轨道耦合系统的调制信号;车体垂向振动加速度随轨道不平顺波长、幅值非线性变化,振动信号的轮周激励成分为调制信号,且随轨道不平顺幅值增大而减小,随轨道不平顺波长增大非线性变化。

Abstract

In order to learn the influence of various excitations on dynamic time-frequency characteristics of vehicle-track coupling system, the Hilbert-Huang Transform (HHT) based on improved Empirical Mode Decomposition (EMD) is introduced to the vibration signal analysis. Vibration signal of coupling system is firstly decomposed into intrinsic mode functions (IMFs) by improved EMD method, and then Hilbert Time-frequency-amplitude spectrum and marginal spectrum are obtained from Hilbert-Huang Transform. The simulation indicates that Hilbert-Huang Transform has higher resolution and accuracy than Fourier Transform in frequency domain and can effectively seize modulated vibration signal of coupling system caused by wheel defect and track harmonic irregularity. Nonlinear change of vertical car body acceleration varies with the wavelength and amplitude of track irregularity. The modulated component of vibration acceleration decreases with the increase of irregularity amplitude (amplitude from 2mm to 10mm, wavelength of 10m) and has nonlinear change with the increase of irregularity wavelength (wavelength from 10m to 50m, amplitude of 10mm).

关键词

车辆轨道耦合动力学 / 轨道谐波不平顺 / 轮周激励 / 希尔伯特-黄变换

Key words

Vehicle-track coupling dynamics / Track harmonic irregularity / Wheels excitation / Hilbert-Huang Transform

引用本文

导出引用
陈双喜;林建辉;陈建政 . 基于希尔伯特-黄变换提取车辆轨道耦合系统时频特性[J]. 振动与冲击, 2013, 32(5): 43-47
CHEN Shuang-xi;LIN Jian-hui;CHEN Jian-zheng. Time-frequency characteristics extraction of vehicle-track coupling system based on Hilbert-Huang transform[J]. Journal of Vibration and Shock, 2013, 32(5): 43-47

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