Damage detection in noisy environments based on EMI and Lamb waves: A comparative study

电磁干扰 结构健康监测 兰姆波 噪音(视频) 声学 传感器 压电传感器 压电 电阻抗 计算机科学 电子工程 工程类 结构工程 电磁干扰 表面波 人工智能 电气工程 物理 电信 图像(数学)
作者
Leandro Melo Campeiro,Danilo Ecidir Budoya,Fabrício Guimarães Baptista
出处
期刊:Journal of Intelligent Material Systems and Structures [SAGE Publishing]
卷期号:34 (9): 1042-1056 被引量:4
标识
DOI:10.1177/1045389x221128583
摘要

Structural health monitoring (SHM) systems have shown the potential to detect damage in various types of structures, thus increasing safety and reducing maintenance costs. Among the damage detection methods are those that use small piezoelectric transducers attached to the monitored structure, such as the electromechanical impedance (EMI) and Lamb waves methods. Although both methods have shown to be effective in detecting structural damage, external disturbances such as noise can alter the signals from piezoelectric sensors in real applications and prejudice the correct diagnosis of the monitored structure. Therefore, this paper presents a comparative analysis of the performance of EMI and Lamb waves methods in noisy environments, which is a condition commonly found in real structures. The obtained results add value to the SHM field by allowing to know the tradeoff in choosing the appropriate method regarding the detection, quantification, and location of structural damage under noise conditions. Experimental tests were performed on aluminum structures to assess the effectiveness of both techniques to detect, quantify, and locate structural damage under noise of different intensities. The experimental results show that each technique has different characteristics in terms of effectiveness in detecting, quantifying, and locating damage under noise effects.
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