[HTML][HTML] Machine learning based eddy current testing: A review

N Munir, J Huang, CN Wong, SJ Song - Results in Engineering, 2024 - Elsevier
Eddy current testing (ECT) is an established non-destructive evaluation (NDE) technique to
evaluate materials. In last decade, machine learning (ML) has revolutionized many areas …

Research on spectral response of pulsed eddy current and NDE applications

GY Tian, Y He, I Adewale, A Simm - Sensors and Actuators A: Physical, 2013 - Elsevier
Using pulsed excitation, pulsed eddy current (PEC) technique generates responses over a
wide range of frequencies, containing more information than traditional eddy current …

Carburization depth evaluation from magnetic nondestructive testing

B Ducharne, YAT Deffo, S Zhang, G Sebald… - NDT & E …, 2023 - Elsevier
Precise estimation of carburization depth is mandatory to avoid failure and critical
degradation of high-performance mechanical parts. In this work, we studied magnetic …

Defect classification by pulsed eddy current technique in con-casting slabs based on spectrum analysis and wavelet decomposition

X Qiu, P Zhang, J Wei, X Cui, C Wei, L Liu - Sensors and Actuators A …, 2013 - Elsevier
By comparison with traditional eddy current inspection, abundant response in wide
frequency range and more utilized information both in the time-domain and frequency …

Low-frequency incremental permeability for the evaluation of deep carburization treatments: Theoretical understanding

B Ducharne, YAT Deffo, G Sebald, T Uchimoto… - Journal of Magnetism …, 2023 - Elsevier
Precise evaluation of deep carburization treatments is essential to prevent degradation of
high-performance mechanical components. A nondestructive magnetic method called low …

Defect classification by pulsed eddy-current technique based on power spectral density analysis combined with wavelet transform

XB Qiu, LL Liu, CL Li, JL Wei, YF Wu… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The main objective of this paper is to precisely classify surface and subsurface cracks and
cavities using a feature-based giant magnetoresistive pulsed eddy-current (PEC) sensor …

[PDF][PDF] 基于大电流直接加载的电磁声发射试验

张闯, 刘素贞, 金亮, 杨庆新 - 电工技术学报, 2013 - dgjsxb.ces-transaction.com
摘要电磁声发射技术是一种新型的无损检测技术, 对金属材料进行电磁加载会在裂纹处激发出声
发射信号, 利用这一现象可实现对金属缺陷的无损检测. 本文对电磁声发射技术的实现原理进行 …

[图书][B] Non-destructive Materials Characterization and Evaluation

W Arnold, K Goebbels, A Kumar - 2023 - Springer
Parallel to Non-destructive Testing (NDT) for the detection and evaluation of defects in
materials and components, Non-destructive Materials Characterization (NDMC) techniques …

Non-destructive Materials Characterization by Electromagnetic Techniques

W Arnold, K Goebbels, A Kumar - Non-destructive Materials …, 2023 - Springer
In this chapter, electro-magnetic (EM) and micro-magnetic (MM) techniques for applications
in non-destructive material characterization (NDMC) are discussed. While EM techniques …

In-situ characterization by eddy current testing of graded microstructural evolution in the core and peripheral zone during material conversion during case hardening

LV Fricke, MG Skalecki, S Barton… - HTM Journal of Heat …, 2019 - degruyter.com
In industrial case hardening, the temporal and local non-destructive characterization of
occurring microstructural constituents creates new possibilities for automating manufacturing …