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Application of Wavelet and EEMD Joint Denoising in Nonlinear Ultrasonic Testing of Concrete

机译:小波和EEMD联合去噪在混凝土非线性超声检测中的应用。

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The health state of concrete is deteriorating during its service. Nonlinear ultrasonic detection based on the amplitude of the fundamental and the second harmonic is considered to be a powerful tool for the discovery of the microcrack in concrete. However, the research on processing the nonlinear ultrasonic signal is still insufficient. In order to highlight the real frequency domain components in the nonlinear ultrasonic signal, wavelet and ensemble empirical mode decomposition (EEMD) were joined to denoise the numerical and measured signal. The optimal wavelet base and the decomposition level were determined by the signal-to-noise ratios (SNRs). Then, the wavelet threshold denoising signal was decomposed by EEMD, omitting the high-frequency components and ultimately achieving the desired denoising effect. The denoising result of the test signals demonstrates that this method is effective in denoising the details of the ultrasonic signal and improving the reliability and adaptability of the nonlinear ultrasonic testing. In this experiment, the concrete with the microcrack was tested by linear and nonlinear ultrasonic methods. Based on the variation regularity of the nonlinear ultrasonic coefficient and velocity , we can conclude that the nonlinear ultrasonic parameter is more sensitive to the microcrack in concrete than the traditional wave velocity . The nonlinear ultrasonic testing can be an important supplement to the current nondestructive testing technique of the concrete.
机译:混凝土在使用过程中的健康状况正在恶化。基于基波和二次谐波幅度的非线性超声检测被认为是发现混凝土中微裂纹的有力工具。但是,对非线性超声信号的处理研究仍不完善。为了突出非线性超声信号中的真实频域分量,将小波和整体经验模态分解(EEMD)结合在一起以对数字信号和测量信号进行消噪。最佳小波基和分解级别由信噪比(SNR)确定。然后,通过EEMD分解小波阈值去噪信号,省去了高频成分,最终达到了期望的去噪效果。测试信号的去噪结果表明,该方法有效地去除了超声信号的细节,提高了非线性超声测试的可靠性和适应性。在该实验中,通过线性和非线性超声方法测试了具有微裂纹的混凝土。根据非线性超声系数和速度的变化规律,我们可以得出结论,非线性超声参数对混凝土中的微裂纹比传统的波速更为敏感。非线性超声测试可以作为当前混凝土无损检测技术的重要补充。

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