+高级检索
基于响应谱传递比估计误差的结构模态参数识别精度分析
DOI:
作者:
作者单位:

作者简介:

通讯作者:

基金项目:


Analytical of Structural Modal Parameter Identification Accuracy Based on Estimation Errors in Power Spectrum Density Transmissibility
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
    摘要:

    为了研究响应谱估计误差及其传递对振动响应功率谱密度传递比(Power Spectrum Density Transmissibility,PSDT)估计的影响,基于摄动理论和统计矩定义,推导了两个变量比例函数的均值和方差近似表达式;将响应谱估计统计矩代入,可以推导出由响应相干函数、谱估计中信号平均分段数,近似表征的PSDT估计幅值的均值和方差解析公式. 基于此,揭示了共振频率处PSDT估计幅值误差规律,并实现了模态振型幅值的精度度量. 研究发现,共振频率处PSDT幅值方差存在极小值,且变异系数小于相关响应谱.通过数值框架数据验证了文中误差公式的准确性. 此外,还研究了参考响应的选择、响应时长、窗函数类型对PSDT和模态振型估计的影响. 结果表明,以PSDT两组响应作为参考响应,能得到较好PSDT和模态分析结果;同时模态振型估计标准差随测试数据时长的增加,也随之降低至一定水平.

    Abstract:

    To investigate the statistical errors inherent in this classical process and its influence on PSDT measurements, based on the perturbation technique, the mean and variance of the quotient of the random variables are approximately expressed with the application of the statistical moment method. Then, the statistical moments of two response spectral estimates are substituted to derive the formulae for the mean and variance of the PSDT’s amplitude regarding the coherence function of the response and the number of averaging segments in spectrum analysis. Based on this, the error law in the amplitude of the PSDT estimate at the resonance frequency is revealed to quantify the estimation error of the mode shape. It is found that the error in the PSDT’s amplitude estimate at the resonances tends to a local minimum value, and the coefficient of variation is smaller than the counterparts of two associated response power spectrum densities. Finally, the accuracy of the derived error formulation in the paper is verified by vibration data from one numerical frame. Moreover, a parameter study regarding the influence of the selection of reference response, the time duration of measurements, and the type of window function on the PSDT and mode shape estimates is performed. The results show that using two basic responses of PSDT as the reference responses is beneficial to reduce the error in PSDT estimates and outcomes of modal analysis, and the standard variance of the estimate also decreases with the increasing time duration of measurements and finally to a specific limit.

    参考文献
    相似文献
    引证文献
文章指标
  • PDF下载次数:
  • HTML阅读次数:
  • 摘要点击次数:
  • 引用次数:
引用本文

孙倩 ,颜王吉 ,任伟新 ?.基于响应谱传递比估计误差的结构模态参数识别精度分析[J].湖南大学学报:自然科学版,2024,(7):72~82

复制
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2024-07-30
  • 出版日期:
作者稿件一经被我刊录用,如无特别声明,即视作同意授予我刊论文整体的全部复制传播的权利,包括但不限于复制权、发行权、信息网络传播权、广播权、表演权、翻译权、汇编权、改编权等著作使用权转让给我刊,我刊有权根据工作需要,允许合作的数据库、新媒体平台及其他数字平台进行数字传播和国际传播等。特此声明。
关闭