Title :
Research of Magnetic Flux Leakage Signal Processing Based on Wavelet De-Noising and EMD
Author :
Yang, Zhijun ; Dai, Guang ; Zhao, Hailong ; Jiang, Yanbiao
Author_Institution :
Coll. of Mech. Sci. & Eng., Daqing Pet. Inst., Daqing, China
Abstract :
For the method of magnetic flux leakage testing, the evaluation of test results is based on the detected signals. The quality of evaluation is affected by the quality of the signals. The signals of magnetic flux leakage are often influenced by various factors, the signals of some small defects maybe drowned by noise. In this paper, a method is proposed based on wavelet denoising and empirical mode decomposition (EMD). The processing results of measured magnetic flux leakage signals show that good de-noising results can be achieved with this method and the signal noise ratio can be improved.
Keywords :
adaptive filters; magnetic flux; magnetic leakage; signal denoising; wavelet transforms; EMD; empirical mode decomposition; magnetic flux leakage signal processing; wavelet de-noising; Leak detection; Magnetic analysis; Magnetic flux leakage; Magnetic noise; Noise reduction; Petroleum; Signal processing; Signal to noise ratio; Testing; Wavelet analysis;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5304456