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基于小波的时变自适应结构分析

Wavelet-based analysis of time-variant adaptive structures.

作者信息

Dziedziech Kajetan, Nowak Alexander, Hasse Alexander, Uhl Tadeusz, Staszewski Wiesław J

机构信息

Department of Robotics and Mechatronics, AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Kraków, Poland.

Chemnitz University of Technology, Professorship of Machine Elements and Product Development, Reichenhainer Strasse 70, 09126 Chemnitz, Germany.

出版信息

Philos Trans A Math Phys Eng Sci. 2018 Aug 13;376(2126). doi: 10.1098/rsta.2017.0245.

Abstract

Wavelet analysis is applied to identify the time-variant dynamics of adaptive structures. The wavelet-based power spectrum of the structural response, wavelet-based frequency response function (FRF) and wavelet-based coherence are used to identify continuously and abruptly varying natural frequencies. A cantilever plate with surface-bonded macro fibre composite-which alters the structural stiffness-is used to demonstrate the application of the methods. The results show that the wavelet-based input-output characteristics-i.e. the FRF and coherence-can identify correctly the dynamics of the analysed time-variant system and reveal the varying natural frequency. The wavelet-based coherence can be used not only for the assessment of the quality of the wavelet-based FRF but also for the identification.This article is part of the theme issue 'Redundancy rules: the continuous wavelet transform comes of age'.

摘要

小波分析用于识别自适应结构的时变动力学。基于小波的结构响应功率谱、基于小波的频率响应函数(FRF)和基于小波的相干性用于识别连续和突然变化的固有频率。使用一个表面粘贴有宏观纤维复合材料(它会改变结构刚度)的悬臂板来演示这些方法的应用。结果表明,基于小波的输入输出特性,即FRF和相干性,可以正确识别所分析的时变系统的动力学,并揭示变化的固有频率。基于小波的相干性不仅可用于评估基于小波的FRF的质量,还可用于识别。本文是主题为“冗余规则:连续小波变换走向成熟”的一部分。

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本文引用的文献

1
Nonstationary Gaussian processes in wavelet domain: synthesis, estimation, and significance testing.小波域中的非平稳高斯过程:合成、估计及显著性检验。
Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Jan;75(1 Pt 2):016707. doi: 10.1103/PhysRevE.75.016707. Epub 2007 Jan 22.
2
Time-frequency and time-scale analyses for structural health monitoring.用于结构健康监测的时频分析和时间尺度分析。
Philos Trans A Math Phys Eng Sci. 2007 Feb 15;365(1851):449-77. doi: 10.1098/rsta.2006.1936.

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