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Damage detection in composites using non-destructive testing aided by ANN technique: A review
N Saha, P Roy, P Topdar - Journal of Thermoplastic …, 2023 - journals.sagepub.com
Damages are inevitable in structures and effective damage detection techniques are
important for maintaining their health. Many weight-sensitive engineering applications use …
important for maintaining their health. Many weight-sensitive engineering applications use …
[HTML][HTML] Automatic detection and identification of defects by deep learning algorithms from pulsed thermography data
Infrared thermography (IRT), is one of the most interesting techniques to identify different
kinds of defects, such as delamination and damage existing for quality management of …
kinds of defects, such as delamination and damage existing for quality management of …
Automatic detection of CFRP subsurface defects via thermal signals in long pulse and lock-in thermography
X Cheng, P Chen, Z Wu, M Cech… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Thermography is widely used to detect delamination defects in carbon fiber-reinforced
plastics (CFRPs). This article proposes a model to detect defects automatically by extracting …
plastics (CFRPs). This article proposes a model to detect defects automatically by extracting …
Pulsed thermography dataset for training deep learning models
Pulsed thermography is an indispensable tool in the field of non-destructive evaluation.
However, the data generated by this technique can be challenging to analyze and require …
However, the data generated by this technique can be challenging to analyze and require …
PHM-IRNET: Self-training thermal segmentation approach for thermographic inspection of industrial components
Automating thermographic analysis for industrial and construction inspection is one of the
essential aspects of NDT 4.0 in industrial transformation. Thermal segmentation is a …
essential aspects of NDT 4.0 in industrial transformation. Thermal segmentation is a …
A reliability study on automated defect assessment in optical pulsed thermography
Nowadays, the reliability of data analysis and decision-making based on deep learning (DL)
remains a primary concern in promoting DL technology for industrial non-destructive testing …
remains a primary concern in promoting DL technology for industrial non-destructive testing …
Defect detection: an improved YOLOX network applied to a replica of “The Birth of Venus” by Botticelli
Early defects in artworks, which are unnoticeable by the naked eye, can evolve in severity if
left unattended; therefore, their timely and accurate detection is of vital importance. Infrared …
left unattended; therefore, their timely and accurate detection is of vital importance. Infrared …
Automatic segmentation of microporous defects in composite film materials based on the improved attention U-Net module
Composite film materials offer several advantages, such as high strength-to-weight ratios,
flexibility, durability, or cost-effectiveness, which make them ideal for a wide range of …
flexibility, durability, or cost-effectiveness, which make them ideal for a wide range of …
Attention-enhanced U-Net for automatic crack detection in ancient murals using optical pulsed thermography
J Cui, N Tao, AM Omer, C Zhang, Q Zhang, Y Ma… - Journal of Cultural …, 2024 - Elsevier
Ancient mural degradation and destruction may result from various natural causes, resulting
in cracks, peeling, or bulging. As such, regular testing and evaluation of ancient murals are …
in cracks, peeling, or bulging. As such, regular testing and evaluation of ancient murals are …
Automatic air-coupled ultrasound detection of impact damages in fiber-reinforced composites based on one-dimension deep learning models
Y Duan, T Shao, Y Tao, H Hu, B Han, J Cui… - Journal of …, 2023 - Springer
Impact damage constitutes a major threat to the performance and safety of fiber-reinforced
composites. In this regard, transmission air-coupled ultrasound inspection technology has …
composites. In this regard, transmission air-coupled ultrasound inspection technology has …