Butterworth Filter Application for Structural Health Monitoring

A. Abdelgawad, Md Anam Mahmud, K. Yelamarthi
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引用次数: 11

Abstract

Most of the existing Structural Health Monitoring (SHM) systems are vulnerable to environmental and operational damages. The majority of these systems cannot detect the size and location of the damage. Guided wave techniques are widely used to detect damage in structures due to its sensitivity to different changes in the structure. Finding a mathematical model for such system will help to implement a reliable and efficient low-cost SHM system. In this paper, a mathematical model is proposed to detect the size and location of damages in physical structures using the piezoelectric sensor. The proposed model combines both pitch-catch and pulse-echo techniques and has been verified throughout simulations using ABAQUS/ Explicit finite element software. For empirical verification, data was collected from an experimental set-up using an Aluminum sheets. Since the experimental data contains a lot of noises, a Butterworth filter was used to clean up the signal. The proposed mathematical model along with the Butterworth filter have been validated throughout real test bed.
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巴特沃斯滤波器在结构健康监测中的应用
大多数现有的结构健康监测(SHM)系统容易受到环境和操作损害。这些系统中的大多数不能检测到损坏的大小和位置。导波技术由于其对结构变化的敏感性而被广泛应用于结构损伤检测。建立该系统的数学模型将有助于实现一个可靠、高效、低成本的SHM系统。本文提出了一种利用压电传感器检测物理结构损伤大小和位置的数学模型。该模型结合了音调捕捉和脉冲回波技术,并通过ABAQUS/ Explicit有限元软件进行了仿真验证。为了进行经验验证,数据是从使用铝板的实验装置中收集的。由于实验数据中含有较多的噪声,采用巴特沃斯滤波对信号进行滤波。所提出的数学模型和巴特沃斯滤波器在实际试验台上得到了验证。
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