TY - GEN
T1 - Magnetic flux leakage testing of wire rope defects with denoising
AU - Zhang, Enchao
AU - Zhang, Donglai
AU - Pan, Shimin
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/3
Y1 - 2019/3
N2 - As an efficient non-destructive testing method, magnetic flux leakage (MFL) testing has been widely used for inspecting wire ropes. In this method, many factors can affect the MFL signal, and the accurate extraction of defect signals is a fundamental issue that bears consideration. For a wire rope with certain structure, the strand-waveform noise is the most important and most energy-efficient noise. We propose a new denoising method that eliminates the strand-waveform noise in the magnetic flux leakage testing of wire rope defects, then detect the defects and determinates the region. For a wire rope with certain structure, the strand-waveform signal shows a certain regularity both in the axial direction and in the circumferential direction. We eliminate the strand-waveform noise by using the instantaneous phase solution in Hilbert transform. Compared with the traditional method, this method not only suppresses the strand-waveform noise but also highlights the defects signal. This method can realize real-time processing. Experimental results show that this method can well suppress the strand-waveform noise, and can accurately detect the defects.
AB - As an efficient non-destructive testing method, magnetic flux leakage (MFL) testing has been widely used for inspecting wire ropes. In this method, many factors can affect the MFL signal, and the accurate extraction of defect signals is a fundamental issue that bears consideration. For a wire rope with certain structure, the strand-waveform noise is the most important and most energy-efficient noise. We propose a new denoising method that eliminates the strand-waveform noise in the magnetic flux leakage testing of wire rope defects, then detect the defects and determinates the region. For a wire rope with certain structure, the strand-waveform signal shows a certain regularity both in the axial direction and in the circumferential direction. We eliminate the strand-waveform noise by using the instantaneous phase solution in Hilbert transform. Compared with the traditional method, this method not only suppresses the strand-waveform noise but also highlights the defects signal. This method can realize real-time processing. Experimental results show that this method can well suppress the strand-waveform noise, and can accurately detect the defects.
KW - Instantaneous phase solution
KW - MFL
KW - Wire rope
UR - https://www.scopus.com/pages/publications/85067881271
U2 - 10.1109/ITNEC.2019.8729364
DO - 10.1109/ITNEC.2019.8729364
M3 - 会议稿件
AN - SCOPUS:85067881271
T3 - Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019
SP - 1574
EP - 1577
BT - Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019
A2 - Xu, Bing
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019
Y2 - 15 March 2019 through 17 March 2019
ER -