Learning-by-examples techniques as applied to electromagnetics
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 …
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
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 …
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
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 …
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 …
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 …
(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 …
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 …
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
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 …
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 …
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 …
defects in aircraft structures. Current PEC defect classification methods require highly …