Efficient Analytical Modeling Method for Pulse Eddy Current Testing Based on Morlet Wavelet Transform

IF 3 3区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Zhian Xue, Junxi Bi, Yujiao Fu, Dongdong Wen
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引用次数: 0

Abstract

Pulsed eddy current (PEC) testing is a key non-destructive evaluation technique, but conventional FFT-based analytical modeling is computationally expensive due to full-spectrum impedance change evaluations up to the Nyquist limit. This paper proposes a novel modeling method using the Morlet wavelet transform. The method establishes a direct mapping between the wavelet scale factor and angular frequency, enabling time-domain reconstruction from discrete scale-dependent frequencies without global FFT sampling. An adaptive scale-truncation strategy further reduces computational cost by omitting negligible high-frequency components. Numerical results demonstrate that, with the optimal parameters (wavenumber 25 and discretization parameter 0.1), the proposed method requires only 96 frequency points, as opposed to 1000 at a sampling frequency of 1 MHz. This translates to a computational saving of over 90%, while maintaining relative errors below 1% at signal peaks. The method's accuracy and robustness are validated across wide parameter ranges and against experimental data. This work offers an efficient, theoretically sound alternative to FFT-based modeling, with potential for real-time inverse applications.

基于Morlet小波变换的脉冲涡流检测高效解析建模方法
脉冲涡流(PEC)测试是一种关键的无损评估技术,但传统的基于fft的分析建模计算成本很高,因为全谱阻抗变化评估达到奈奎斯特极限。本文提出了一种新的基于Morlet小波变换的建模方法。该方法建立了小波尺度因子和角频率之间的直接映射关系,使离散尺度相关频率的时域重建无需全局FFT采样。自适应尺度截断策略通过省略可忽略的高频分量进一步降低了计算成本。数值结果表明,在最佳参数(波数为25,离散参数为0.1)下,该方法只需要96个频率点,而在采样频率为1 MHz时需要1000个频率点。这意味着可以节省90%以上的计算,同时在信号峰值时保持相对误差低于1%。在较宽的参数范围和实验数据上验证了该方法的准确性和鲁棒性。这项工作为基于fft的建模提供了一种有效的,理论上合理的替代方案,具有实时逆应用的潜力。
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来源期刊
Journal of Nondestructive Evaluation
Journal of Nondestructive Evaluation 工程技术-材料科学:表征与测试
CiteScore
4.90
自引率
7.10%
发文量
67
审稿时长
9 months
期刊介绍: Journal of Nondestructive Evaluation provides a forum for the broad range of scientific and engineering activities involved in developing a quantitative nondestructive evaluation (NDE) capability. This interdisciplinary journal publishes papers on the development of new equipment, analyses, and approaches to nondestructive measurements.
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