Accurate 3D reconstruction of complex defects based on combined method of MFL and MFDs

Author:

Li Hengtao,Liu XiuchengORCID,Wu Bin,He Cunfu

Abstract

Abstract The two-step strategy for 3D reconstruction of complex defects was updated by combining the magnetic field disturbance (MFD) with magnetic flux leakage (MFL) measurement methods. Firstly, the plane-scanned MFD imaging was employed to achieve high-accuracy reconstruction of the opening outlines of complex defects. Secondly, the finite element simulation model of the defect with the recognized opening outline was established as the forward model for depth profile inversion with the particle swarm optimization algorithm. The performances of the conventional MFL-based and updated strategies were carefully compared through finite element simulation. The results proved that the updated method combining MFD signals with MFL signals had the better performance in accurate 3D reconstruction of complex defects than the conventional MFL-based inversion strategy, displaying smaller errors in opening outline, peak depth and the profile. Experimental results confirmed that the updated strategy could accurately reconstruct the 3D shape of 8-shaped defect and rectangular defect with rounded corners.

Funder

Beijing Nova Program of Science and Technology

National Key R&D Program of China

Publisher

IOP Publishing

Subject

Applied Mathematics,Instrumentation,Engineering (miscellaneous)

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A novel sensor based on the composite mechanism of magnetic flux leakage and magnetic field disturbance for comprehensive inspection of defects with varying angles and widths;NDT & E International;2024-07

2. A 3D Reconstruction Method for Complex Defects Based on MFD and Multidirectional MFL;2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC);2024-05-20

3. Reconstruction of 3-D pipeline corrosion defect profile from MFL signals with deep learning approach;NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The Digital Transformation of NDE II;2024-05-09

4. A survey on pipeline magnetic flux leakage inspection data processing technology;2nd International Conference on Artificial Intelligence, Automation, and High-Performance Computing (AIAHPC 2022);2022-11-11

5. Phase-Extraction-Based MFL Testing for Subsurface Defect in Ferromagnetic Steel Plate;Sensors;2022-04-26

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