Analysis and denoising of electric noise in phased array ultrasonic testing system

IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Weifeng Yang , Qing Wang , Yuting Hou , Cijun Yu , Xianqing Shi , Ye Hu , Yinglin Ke
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Abstract

Phased array ultrasonic testing (PAUT) is an advanced technique used for non-destructive testing (NDT) to detect and assess the integrity of materials or structures. In composite materials with significant acoustic attenuation, electrical noise significantly impacts PAUT detection accuracy, highlighting a crucial issue. This paper presents a comprehensive analysis of electrical noise, explains the relationship between electrical noise and inspection parameters, and proposes recommendations to reduce it. A time-varying filter empirical mode decomposition (TVF-EMD) joint wavelet thresholding method is proposed for denoising electrical noise after time-corrected gain (TCG). The ultrasonic echo signal goes through TVF-EMD decomposition, resulting in intrinsic mode functions (IMFs). Energy entropy is utilized to identify the signal-dominant IMFs, and wavelet thresholding is applied to further reduce noise within these selected IMFs. The proposed method effectively removes noise and ensures signal integrity by validating simulated and experimental signals.

相控阵超声波测试系统中的电噪声分析与去噪
相控阵超声波检测(PAUT)是一种先进的无损检测(NDT)技术,用于检测和评估材料或结构的完整性。在具有明显声衰减的复合材料中,电噪声会严重影响 PAUT 的检测精度,这凸显了一个关键问题。本文全面分析了电噪声,解释了电噪声与检测参数之间的关系,并提出了降低电噪声的建议。本文提出了一种时变滤波器经验模式分解(TVF-EMD)联合小波阈值方法,用于对时间校正增益(TCG)后的电噪声进行去噪。超声回波信号经过 TVF-EMD 分解,产生本征模式函数(IMF)。利用能量熵来识别信号主导 IMF,并应用小波阈值来进一步降低这些选定 IMF 中的噪声。通过验证模拟和实验信号,所提出的方法有效地消除了噪声,并确保了信号的完整性。
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来源期刊
Ndt & E International
Ndt & E International 工程技术-材料科学:表征与测试
CiteScore
7.20
自引率
9.50%
发文量
121
审稿时长
55 days
期刊介绍: NDT&E international publishes peer-reviewed results of original research and development in all categories of the fields of nondestructive testing and evaluation including ultrasonics, electromagnetics, radiography, optical and thermal methods. In addition to traditional NDE topics, the emerging technology area of inspection of civil structures and materials is also emphasized. The journal publishes original papers on research and development of new inspection techniques and methods, as well as on novel and innovative applications of established methods. Papers on NDE sensors and their applications both for inspection and process control, as well as papers describing novel NDE systems for structural health monitoring and their performance in industrial settings are also considered. Other regular features include international news, new equipment and a calendar of forthcoming worldwide meetings. This journal is listed in Current Contents.
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