Suppr超能文献

基于分数阶傅里叶变换的板超声导波检测信号分离

Fractional Fourier Transform-Based Signal Separation for Ultrasonic Guided Wave Inspection of Plates.

作者信息

Peng Chengxiang, Annus Paul, Rist Marek, Land Raul, Ratassepp Madis

机构信息

Department of Civil Engineering and Architecture, Tallinn University of Technology, 19086 Tallinn, Estonia.

Thomas Johann Seebeck Department of Electronics, Tallinn University of Technology, 19086 Tallinn, Estonia.

出版信息

Sensors (Basel). 2024 Nov 27;24(23):7564. doi: 10.3390/s24237564.

Abstract

Detecting defects in plates is crucial across various industries due to safety risks. While ultrasonic bulk waves offer point-by-point inspections, they are time-consuming and limited in coverage. In contrast, guided waves enable the rapid inspection of larger areas. Array transducers are typically used for more efficient coverage, but conventional excitation methods require sufficient time delays between the excitation of array elements that prolong inspection time, necessitating data acquisition time optimization. Reducing time delays can lead to signal overlapping, complicating signal separation. Conventional frequency domain or time-domain filtering methods often yield unsatisfactory separation results due to the signal overlapping in both domains. This study focuses on the application of the Fractional Fourier Transform (FrFT) for separating overlapping ultrasonic signals, leveraging the FrFT's ability to distinguish signals that overlap in both the time and frequency domains. Numerical simulations and experiments were conducted to investigate the FrFT's separation performance for guided waves inspection with array transducers. Results showed that a smaller time delay worsened separation, while using a chirp signal with a broader bandwidth improved separation for signals of fixed duration. Additionally, the effect of signal dispersion on the results was minimal. The findings confirm that the FrFT can effectively separate overlapping signals, enhancing time efficiency in guided wave inspections using array transducers.

摘要

由于存在安全风险,在各个行业中检测板材缺陷至关重要。虽然超声体波可进行逐点检测,但它们耗时且覆盖范围有限。相比之下,导波能够快速检测更大的区域。阵列换能器通常用于实现更高效的覆盖,但传统的激励方法要求阵列元件激励之间有足够的时间延迟,这会延长检测时间,因此需要优化数据采集时间。减少时间延迟会导致信号重叠,使信号分离变得复杂。由于信号在时域和频域都会重叠,传统的频域或时域滤波方法往往产生不尽人意的分离结果。本研究聚焦于分数阶傅里叶变换(FrFT)在分离重叠超声信号中的应用,利用FrFT区分在时域和频域都重叠的信号的能力。进行了数值模拟和实验,以研究FrFT对阵列换能器导波检测的分离性能。结果表明,较小的时间延迟会使分离变差,而使用带宽更宽的线性调频信号可改善固定时长信号的分离效果。此外,信号色散对结果的影响极小。这些发现证实,FrFT能够有效分离重叠信号,提高使用阵列换能器的导波检测中的时间效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9f1/11644449/ad60d4182c09/sensors-24-07564-g001.jpg

相似文献

2
Separation of overlapping linear frequency modulated (LFM) signals using the fractional fourier transform.
IEEE Trans Ultrason Ferroelectr Freq Control. 2010 Oct;57(10):2324-33. doi: 10.1109/TUFFC.2010.1693.
3
Simplified fractional Fourier transforms.
J Opt Soc Am A Opt Image Sci Vis. 2000 Dec;17(12):2355-67. doi: 10.1364/josaa.17.002355.
4
Application of Ultrasonic Guided Waves for Inspection of High Density Polyethylene Pipe Systems.
Sensors (Basel). 2020 Jun 3;20(11):3184. doi: 10.3390/s20113184.
5
One-dimension frequency-wavenumber-domain based model for ultrasonic waves generated by dual-array transducers.
Ultrasonics. 2022 Aug;124:106772. doi: 10.1016/j.ultras.2022.106772. Epub 2022 May 25.
6
Short-time fractional Fourier methods for the time-frequency representation of chirp signals.
J Acoust Soc Am. 2003 Jun;113(6):3253-63. doi: 10.1121/1.1570434.
7
Air coupled ultrasonic inspection with Lamb waves in plates showing mode conversion.
Ultrasonics. 2020 Jan;100:105984. doi: 10.1016/j.ultras.2019.105984. Epub 2019 Aug 20.
9
A fractional Fourier transform analysis of the scattering of ultrasonic waves.
Proc Math Phys Eng Sci. 2015 Mar 8;471(2175):20140958. doi: 10.1098/rspa.2014.0958.
10
Diagnostic ultrasound tooth imaging using fractional Fourier transform.
IEEE Trans Ultrason Ferroelectr Freq Control. 2011 Oct;58(10):2096-106. doi: 10.1109/TUFFC.2011.2059.

引用本文的文献

1
Convolution of Barker and Mutually Orthogonal Golay Complementary Codes for Ultrasonic Testing.
Sensors (Basel). 2025 Aug 13;25(16):5007. doi: 10.3390/s25165007.

本文引用的文献

1
Detection of Multi-Layered Bond Delamination Defects Based on Full Waveform Inversion.
Sensors (Basel). 2024 Jun 20;24(12):4017. doi: 10.3390/s24124017.
2
Fast Fractional Fourier Transform-Aided Novel Graphical Approach for EEG Alcoholism Detection.
Bioengineering (Basel). 2024 May 7;11(5):464. doi: 10.3390/bioengineering11050464.
4
Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk.
Sensors (Basel). 2022 Jun 13;22(12):4462. doi: 10.3390/s22124462.
5
Piezoelectric Transducer-Based Diagnostic System for Composite Structure Health Monitoring.
Sensors (Basel). 2021 Jan 2;21(1):253. doi: 10.3390/s21010253.
7
Guided Wave Tomography Based on Full-Waveform Inversion.
IEEE Trans Ultrason Ferroelectr Freq Control. 2016 May;63(5):737-745. doi: 10.1109/TUFFC.2016.2536144. Epub 2016 Feb 29.
8
Chirp excitation of ultrasonic guided waves.
Ultrasonics. 2013 Jan;53(1):265-70. doi: 10.1016/j.ultras.2012.06.010. Epub 2012 Jul 3.
9
Sparse signal representation and its applications in ultrasonic NDE.
Ultrasonics. 2012 Mar;52(3):351-63. doi: 10.1016/j.ultras.2011.10.001. Epub 2011 Oct 10.
10
Mode-selective excitation and detection of ultrasonic guided waves for delamination detection in laminated aluminum plates.
IEEE Trans Ultrason Ferroelectr Freq Control. 2011 Mar;58(3):567-77. doi: 10.1109/TUFFC.2011.1839.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验