Detection of surface cracks in metals using microwave and millimeter-wave nondestructive testing techniques—A review

MA Abou-Khousa, MSU Rahman… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Integrity assessment of metallic structures requires inspection tools capable of detecting and
evaluating cracks reliably. To this end, many microwave and millimeter-wave nondestructive …

Nondestructive testing for corrosion evaluation of metal under coating

R Wu, H Zhang, R Yang, W Chen, G Chen - Journal of Sensors, 2021 - Wiley Online Library
The use of steel has grown rapidly over the past decades. However, corrosion under coating
detection still presents challenges for nondestructive testing (NDT) techniques. One of such …

Semi-supervised learning with GAN for automatic defect detection from images

G Zhang, Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
Towards the automatic defect detection from images, this research develops a semi-
supervised generative adversarial network (SSGAN) with two sub-networks for more precise …

Shock attenuation of silicone rubber composites with shear thickening fluid

C Wei, ZP Gu, JZ Yue, ZP Liu, CY Mao… - International Journal of …, 2024 - Elsevier
This study investigated the enhancement of shock attenuation in silicone rubber (SR) matrix
composites through the incorporation of shear thickening fluid (STF) microdroplets. A series …

The detection of PAUT pseudo defects in ultra-thick stainless-steel welds with a multimodal deep learning model

W Cao, X Sun, Z Liu, Z Chai, G Bao, Y Yu, X Chen - Measurement, 2025 - Elsevier
The pseudo defects are difficult to distinguish in Phased Array Ultrasonic Testing (PAUT)
thick-walled weldments. In this work, a multimodal feature fusion model is proposed to …

Quantitative ultrasonic testing for near-surface defects of large ring forgings using feature extraction and GA-SVM

S Guan, X Wang, L Hua, L Li - Applied Acoustics, 2021 - Elsevier
Water immersion ultrasonic testing technology is widely used in non-destructive testing of
large ring forgings, but near-surface defects are difficult to identify in near-surface blind …

Inspection of thick composites: a comparative study between microwaves, X-ray computed tomography and ultrasonic testing

MSU Rahman, OS Hassan, AA Mustapha… - Nondestructive …, 2024 - Taylor & Francis
Inspection of thick and low-density multilayer composite structures is of paramount
importance. X-ray computed tomography (CT) and phased array ultrasonic testing (PAUT) …

Prospect of using machine learning-based microwave nondestructive testing technique for corrosion under insulation: A review

TS Yee, NHMM Shrifan, AJA Al-Gburi, NAM Isa… - IEEE …, 2022 - ieeexplore.ieee.org
Corrosion under insulations is described as localized corrosion that forms because of
moisture penetration through the insulation materials or due to contaminants' presence …

Inspection of antennas embedded in smart composite structures using microwave NDT methods and X-ray computed tomography

OS Hassan, MS ur Rahman, AA Mustapha, S Gaya… - Measurement, 2024 - Elsevier
Antennas embedded in composites are key components in communication, radar, and
sensing systems aboard aircrafts. The manufacturing complexities and in-service loading …

Microwave non-destructive evaluation of glass reinforced epoxy and high density polyethylene pipes

MS Ur Rahman, A Haryono… - Journal of Nondestructive …, 2020 - Springer
Owing to their inherent advantages, non-metallic structures such as glass reinforced epoxy
(GRE) pipes and high-density polyethylene (HDPE) pipes are rapidly replacing their steel …