• DocumentCode
    1680793
  • Title

    Research on combined denoising based on Wavelet packet transform for EMAE signal

  • Author

    Zhang, Chuang ; Liu, Suzhen ; Yang, Qingxin ; Jin, Liang

  • Author_Institution
    Province-Minist. Joint Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin, China
  • fYear
    2010
  • Firstpage
    6748
  • Lastpage
    6752
  • Abstract
    Electromagnetically induced acoustic emission (EMAE) technique is a new nondestructive testing (NDT). It does nondestructive detection with the effect of dynamic electromagnetic loading to generate a stress field stimulating stress waves from the defects. When EMAE is used to detect crack in the metal sheets, the EMAE signal is easy to be disturbed by various sources of noises, and the detectability of defect signals is greatly lowered. Concerning the characteristics of EMAE signal and main noises, a new method composed of Wavelet packet threshold denoising combined with decomposing and recomposing is presented. In order to promote the effect of denoising, it adopts a improved threshold function to denoise. The experimental results show that the denoising method is valid, it can obtain the main characteristic of the original signal and has superior features over the conventional methods and it is applicable in engineering.
  • Keywords
    acoustic emission; acoustic signal processing; crack detection; nondestructive testing; signal denoising; wavelet transforms; EMAE signal; EMAE technique; NDT; crack detection; denoising; dynamic electromagnetic loading; electromagnetically induced acoustic emission; metal sheets; nondestructive detection; nondestructive testing; stress field stimulating stress waves; wavelet packet transform; Acoustic emission; Electromagnetics; Noise; Noise reduction; Stress; Time frequency analysis; Wavelet packets; electromagnetically induced acoustic emission; threshold denoising; threshold function; wavelet packet combined denoising;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554189
  • Filename
    5554189