Savitzky-Golay Smoothing and Differentiation Filters for Damage Identification in Plates

J.V. Araújo dos Santos , H. Lopes
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Abstract

The aim of this paper is to present a baseline-free method for the identification of slot edges in a square plate. The slots, created by reducing the plate thickness, have different geometries and are placed in several locations. We make use of Savitzky-Golay smoothing and differentiation filters for the computation of modal strains. These modal strains are computed by differentiating the modal displacements (mode shapes), which are obtained by the finite element method. A discussion on the set of Savitzky-Golay filter parameters to obtain the best damage identifications is presented. The influence of noise on the quality of these damage identifications is also studied. The norm of modal strains is found to be very sensitive to the stiffness decrease, allowing the identification of single damage (one slot) and multiple damage (three slots).

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用于板材损伤识别的萨维茨基-戈莱平滑和微分滤波器
本文旨在介绍一种无基线方法,用于识别方形板中的槽边。通过减小板厚度而产生的槽具有不同的几何形状,并分布在多个位置。我们利用 Savitzky-Golay 平滑和微分滤波器计算模态应变。这些模态应变是通过微分模态位移(模态振型)计算出来的,而模态位移(模态振型)是通过有限元方法获得的。本文讨论了萨维茨基-戈莱滤波器参数集,以获得最佳的损伤识别效果。此外,还研究了噪声对这些损伤识别质量的影响。研究发现,模态应变规范对刚度下降非常敏感,可识别单个损伤(一个槽)和多个损伤(三个槽)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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