减少复合材料弹性性能识别技术中的目标函数失真

Vibration Pub Date : 2024-02-28 DOI:10.3390/vibration7010010
P. Ragauskas, R. Jasevičius
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引用次数: 0

摘要

在结构力学研究中,本文介绍的模态分析是分析物体振动及其频率的重要工具。在模态分析中,需要考虑不同的振动模态以及产生这些模态的频率。这项研究涵盖了材料弹性特性的无损识别,其中涉及随机算法和逆向工程的应用(即参考特征频率与数学模型结果的比较)。识别是通过最小化目标函数来实现的,目标函数值越小,识别精度越高。在识别过程中,通过改变材料数学模型的参数,某些(通常是高阶)模态会在固有频谱中改变位置。这就导致了不同阶特征频率的比较、收敛速度慢以及识别过程的准确性差。这项工作所涉及的技术是对具有 "错误 "弹性特性的材料试样进行模态形状识别。结果证明,如果在识别过程中去除一组 "不正确 "的弹性属性,就可以提高材料弹性属性的识别精度。该研究仅涉及数值研究,并进行了物理实验模拟。
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Objective Function Distortion Reduction in Identification Technique of Composite Material Elastic Properties
In studies of structural mechanics, modal analysis, presented in this paper, is an important tool for analyzing the vibration of an object and its frequencies. In modal analysis, different modes of vibration and the frequencies that generate them are considered. The study covers the nondestructive identification of the elastic characteristics of materials, which involves stochastic algorithms and the application of reverse engineering (i.e., the comparison of reference eigenfrequencies with the results of mathematical models). Identification is achieved by minimizing the objective function—the smaller the value of the objective function, the higher the identification accuracy obtained. By changing the parameters of a material’s mathematical model during identification, certain (usually higher order) modes can change places in a natural frequency spectrum. This leads to the comparison of different order eigenfrequencies, slow convergence and poor accuracy of the identification process. The technique involved in this work is the mode-shape recognition of a specimen of material with an “incorrect” set of elastic properties. The results prove that the identification accuracy of a material’s elastic properties can be increased if an “incorrect” set of elastic properties is removed from the identification process. The research covers only numerical research, with a physical experiment simulation.
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