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Applications of wavelets to crack detection in frame structures.

机译:小波在框架结构裂缝检测中的应用。

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摘要

The development of a wavelet-based nondestructive method for damage detection in structures that is effective and accurate is presented in this thesis. The proposed method is based on the analysis of the response signal of damaged structures subjected to various loading conditions. Although in practical applications, it will be required to experimentally measure the signals coming from the damaged structures, in this thesis the proposed method is validated through a numerical simulation using analytical models. Therefore, different approaches for modeling of cracked structures are considered: the Finite Difference method, the Strain Energy method, and the Finite Element method. The specific damaged structures chosen for this study are beams with different support conditions and plane frame. Continuous and discrete wavelet transforms are applied to perform the analysis of the damaged structure response. The main idea is to extract and to interpret the damage information from the coefficients of the wavelets of the signals coming from the measured structural response.; Numerical algorithms written in MATLAB are first developed to calculate the natural frequencies, modes of vibration and response of the undamaged structures subjected to static and dynamic loads. The cracks, which are modeled using the three approaches mentioned before, are then incorporated into the computer programs and frequency analyses are performed in order to select the most appropriate crack model for the next phase of the study. Next, a numerical simulation of the static and dynamic response of damaged structures is performed. Two wavelet transforms are applied to the response signals to extract damage information. The analysis, which is based on the signal processing theory, is also implemented in MATLAB.; The numerical studies show that wavelet analysis is capable of revealing small perturbations in the response signal induced by the presence of damage. The results prove that the discontinuity in the response signal can be easily detected only by using optimal selected wavelets. A peak on the wavelet coefficients plot in the space domain clearly shows the exact location of crack. Based on the obtained simulation results, it appears that this new method can provide an advantageous alternative to classical methods for structural damage detection, such as Fourier transform and modal analysis.
机译:本文提出了一种基于小波的结构无损检测方法,该方法有效,准确。所提出的方法是基于对在各种载荷条件下受损结构的响应信号的分析。尽管在实际应用中将需要对来自受损结构的信号进行实验测量,但本文还是通过使用解析模型进行数值模拟验证了该方法的有效性。因此,考虑了不同的裂纹结构建模方法:有限差分法,应变能法和有限元法。本研究选择的特定受损结构是具有不同支撑条件和平面框架的梁。应用连续和离散小波变换来执行对受损结构响应的分析。主要思想是从来自测得的结构响应的信号的小波系数中提取和解释损伤信息。首先开发用MATLAB编写的数值算法来计算固有频率,振动模式以及承受静,动态载荷的未损坏结构的响应。然后,使用前面提到的三种方法对裂缝建模,然后将其合并到计算机程序中,并进行频率分析,以便为下一阶段的研究选择最合适的裂缝模型。接下来,对受损结构的静态和动态响应进行数值模拟。将两个小波变换应用于响应信号以提取损伤信息。基于信号处理理论的分析也在MATLAB中实现。数值研究表明,小波分析能够揭示由于存在损伤而引起的响应信号中的微小扰动。结果证明,仅通过使用最佳选择小波就可以容易地检测到响应信号中的不连续性。空间域中小波系数图上的一个峰值清楚地显示了裂纹的确切位置。根据获得的仿真结果,看来这种新方法可以为传统的结构损伤检测方法(如傅立叶变换和模态分析)提供一种有利的替代方法。

著录项

  • 作者单位

    University of Puerto Rico, Mayaguez (Puerto Rico).;

  • 授予单位 University of Puerto Rico, Mayaguez (Puerto Rico).;
  • 学科 Engineering Civil.
  • 学位 Ph.D.
  • 年度 2000
  • 页码 235 p.
  • 总页数 235
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 建筑科学;
  • 关键词

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