Learning-by-examples techniques as applied to electromagnetics

A Massa, G Oliveri, M Salucci, N Anselmi… - Journal of …, 2018 - Taylor & Francis
There is a wide number of problems in electromagnetic (EM) engineering that require a real-
time response or in which the input–output relationship is not a-priori known or cannot be …

Review on system development in eddy current testing and technique for defect classification and characterization

KB Ali, AN Abdalla, D Rifai… - IET Circuits, Devices & …, 2017 - Wiley Online Library
Eddy current testing (ECT) is one of the non‐destructive evaluation techniques widely used,
especially in oil and gas industries. It characterized noisy data to the less‐than‐perfect …

Real-time NDT-NDE through an innovative adaptive partial least squares SVR inversion approach

M Salucci, N Anselmi, G Oliveri… - … on Geoscience and …, 2016 - ieeexplore.ieee.org
The real-time retrieval of the characteristics of a defect with eddy current testing in a
nondestructive testing and evaluation framework is addressed. An innovative statistical …

Characterisation of clustered cracks using an ACFM sensor and application of an artificial neural network

H Rowshandel, GL Nicholson, JL Shen, CL Davis - NDT & E International, 2018 - Elsevier
The alternating current field measurement (ACFM) technique can be applied for surface-
breaking fatigue crack detection and sizing; the link between the ACFM signal and crack …

Detection and orientation estimation of short cracks using circularly polarized microwave SAR imaging

M Dvorsky, MT Al Qaseer… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
A microwave crack detection method using circularly polarized synthetic aperture radar
(SAR) imaging is described. The advantages of circular over linear polarization, mainly that …

Multifrequency excitation and support vector machine regressor for ECT defect characterization

A Bernieri, G Betta, L Ferrigno… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
Eddy current testing (ECT) has three main tasks: detection, location, and characterization of
defects. The characterization task, which means the ability to find the geometrical …

Mechanism of magnetic permeability perturbation in magnetizing-based eddy current nondestructive testing

Z Deng, Z Yu, Z Yuan, X Song, Y Kang - Sensors, 2022 - mdpi.com
DC magnetization is generally considered to suppress the usual local magnetic permeability
variation and increase the penetration depth for magnetizing-based eddy current testing (MB …

Application of MUSIC algorithm for a fast identification of small perfectly conducting cracks in limited-aperture inverse scattering problem

S Kang, WK Park - Computers & Mathematics with Applications, 2022 - Elsevier
In this study, we investigate MUltiple SIgnal Classification (MUSIC) operated at a fixed
frequency for identifying the locations of short, linear perfectly conducting cracks in limited …

A fuzzy learning approach for identification of arbitrary crack profiles using ACFM technique

A Noroozi, RPR Hasanzadeh… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper presents a new inversion approach to estimate the depth profile of a fatigue crack
from the output signal of an alternating current field measurements (ACFM) probe. We first …

Support vector machine and optimised feature extraction in integrated eddy current instrument

Y He, M Pan, F Luo, D Chen, X Hu - Measurement, 2013 - Elsevier
Eddy current, especially pulsed eddy current (PEC), is known as an effective tool to detect
defects in aircraft structures. Current PEC defect classification methods require highly …