[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 …

Latest Trends in the Improvement of Measuring Methods and Equipment in the Area of NDT

D Wotzka, M Kozioł, T Boczar, M Kunicki, Ł Nagi - Sensors, 2021 - mdpi.com
The adequate assessment of key apparatus conditions is a hot topic in all branches of
industry. Various on-line and off-line diagnostic methods are widely applied to provide early …

[图书][B] Uncertainty Quantification Framework With Interdependent Dynamics of Data, Modeling, and Learning in Nondestructive Evaluation

Z Li - 2023 - search.proquest.com
Even after extensive efforts to enhance our understanding of materials, modeling, and
system processes, uncertainty continues to be an inevitable factor that impacts system …

Image analysis and CNN-based crack depth estimation using eddy current data

D Pham-Van, TL Cung - Journal of Military Science and Technology, 2024 - ojs.jmst.info
This study presents a comprehensive approach for crack depth estimation utilizing
advanced image analysis techniques and a Convolutional Neural Network (CNN) model …

[PDF][PDF] Results in Engineering

N Munir, J Huang, CN Wong, SJ Song - researchgate.net
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 …

Self-Generated Waveletnet: Adaptive Fault Diagnostics in Various Operating Conditions

H Zhao, Y Jin - Available at SSRN 4952357 - papers.ssrn.com
This research introduces a new deep learning model called Self-Generated WaveletNet,
specifically designed for adaptive fault diagnosis under varying operational conditions. The …

[PDF][PDF] Multilayer perceptron neural network and eddy current technique for estimation of the crack depth on massive metal structures

BT Dat, P Van Dung, CT Long - 2022 - scholar.dlu.edu.vn
This paper introduces a method for estimating the maximum depth (sub-millimeter) of minor
cracks on the surface of aluminum plates used in the aeronautical industry. A set of C-scan …