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Finite element-based system identification from experimental modal analysis results.

机译:从实验模态分析结果中基于有限元的系统识别。

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摘要

A process is developed to determine the physical attributes of a structure from experimental measurements of the natural frequencies of vibration and the corresponding mode shapes of the structure. The process is based upon minimization of a least squares measure of the difference between the measured vibrational characteristics and those characteristics determined from a finite element model of the structure. The solution is given by the parameters of the finite element model which yield a minimum least squares difference in the two sets of modal data.; The accuracy of the solution is affected by the error in the finite element model and by the error in the experimental data. Procedures are given for minimizing the error introduced by the finite element model. The error in the experimental data is caused by non-controllable factors; therefore, its effect is minimized by using as much experimental data as possible. A conflict arises when determining the number of modes to include in the analysis because the effect of the finite element error increases as the number of modes increases but the effect of the experimental error decreases as the number of modes increases.; A complete procedure for determining the physical attributes is developed. The procedure starts with the collection of experimental data, includes information on the development of an accurate finite element model and ends with a description of a computer algorithm for an efficient solution of the problem.; Three examples are included to demonstrate the effectiveness of the stated system identification procedure.
机译:开发了一种从振动的固有频率和结构的相应振型的实验测量值确定结构的物理属性的方法。该过程基于最小二乘方测量值的最小化,该最小二乘方测量值是所测量的振动特性与从结构的有限元模型确定的那些特性之间的差异。该解决方案由有限元模型的参数给出,该参数在两组模态数据中产生最小的最小二乘方差。解决方案的准确性受有限元模型中的误差和实验数据中的误差影响。给出了最小化有限元模型引入的误差的程序。实验数据中的误差是由不可控因素引起的。因此,通过使用尽可能多的实验数据将其影响最小化。当确定要包括在分析中的模式数时会发生冲突,因为有限元误差的影响会随着模式数的增加而增加,而实验误差的影响会随着模式数的增加而减少。开发了确定物理属性的完整过程。该过程从收集实验数据开始,包括有关开发精确有限元模型的信息,并以对有效解决问题的计算机算法的描述作为结束。包括三个示例,以说明所述系统识别过程的有效性。

著录项

  • 作者

    Watts, David Edward.;

  • 作者单位

    Purdue University.;

  • 授予单位 Purdue University.;
  • 学科 Engineering Mechanical.
  • 学位 Ph.D.
  • 年度 1990
  • 页码 197 p.
  • 总页数 197
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 机械、仪表工业;
  • 关键词

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