An AR-assisted deep learning-based approach for automatic inspection of aviation connectors

S Li, P Zheng, L Zheng - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
The mismatched pins inspection of the complex aviation connector is a critical process to
ensure the correct wiring harness assembly, of which the existing manual operation is error …

Convolutional graph thermography for subsurface defect detection in polymer composites

K Liu, Q Yu, Y Liu, J Yang, Y Yao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Infrared thermography for quality assessment of polymer composites has gained increasing
attention with the development of various thermographic data analysis methods. However …

Visual and intelligent identification methods for defects in underwater structure using alternating current field measurement technique

W Li, G Chen, X Yin, X Li, J Liu, J Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As the ocean engineering structure serves in the critical underwater environment, a variety
of defects, such as cracks and corrosions, always cause damage to the structure. It is still a …

Spatial-neighborhood manifold learning for nondestructive testing of defects in polymer composites

Y Liu, K Liu, J Yang, Y Yao - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
The subspace learning (dimensionality reduction) algorithms have played an important role
in the analysis of thermographic data: a key step in infrared thermography-based …

Contactless inspection of CFRP artificial disbonds using combined laser thermography and laser ultrasonics with optical microphone

P Song, J Liu, L Liu, F Wang, X Sun, Z Liu, L Xu - Composite Structures, 2022 - Elsevier
Precise and efficient inspection of disband defect in sub-mm layers of composite structures
is a big challenge for the non-destructive and testing industry. In this work, 16 artificial …

Joint scanning laser thermography defect detection method for carbon fiber reinforced polymer

Z He, H Wang, Y He, G Zhang, J Wang… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
In this paper, a new inspection method, joint scanning laser thermography (JSLT) as well as
its data reconstruction and processing algorithm, is proposed. The new inspection method is …

Simultaneous carbon fiber layer thickness and direction measurement and identification using a novel eddy current sensor and simplified multi-scale 1D-ResNet …

S She, X Zheng, X Zou, K Yu, J Shen, F Wu, W Yin - Measurement, 2025 - Elsevier
A novel eddy current sensor, featuring a triangular excitation coil and three rectangular
receiving coils, is proposed for simultaneously detecting carbon fiber layer thickness and …

Novel infrared-terahertz fusion 3D non-invasive imaging of plant fibre-reinforced polymer composites

J Hu, H Zhang, S Sfarra, C Santulli, G Tian… - … Science and Technology, 2022 - Elsevier
The reinforcement of polymer composites using plant fibres has received vast and growing
attention for investigation owing to their capability to serve as semi-structural materials …

Experimental investigation on detection of coating debonds in thermal barrier coatings using vibrothermography with a piezoceramic actuator

Q Wei, J Huang, J Zhu, L Zhuo, C Li - Ndt & E International, 2023 - Elsevier
Coating debond, caused by thermal stress, is inevitable during the service of thermal barrier
coatings (TBCs) in gas turbine engines. This study investigated detection of coating …

Blind image separation for the debonding defects recognition of the solid propellant rocket motor cladding layer using pulse thermography

F Wang, J Liu, B Dong, J Gong, W Peng, Y Wang… - Measurement, 2021 - Elsevier
Blind image separation based on wavelet transform (WT) enhancement algorithm for the
pulse thermography was introduced as a novel modality to recognize the debonding defects …