A multimodal gated recurrent unit neural network model for damage assessment in CFRP composites based on Lamb waves and minimal sensing

L Zhuang, K Luo, Z Yang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Carbon fiber-reinforced polymer (CFRP) composites are widely used in aerospace due to
their outstanding mechanical properties. However, composite damage detection and …

Rapid damage reconstruction imaging of composite plates using non-contact air-coupled Lamb waves

K Luo, Y Liu, W Liang, L Chen, Z Yang - NDT & E International, 2024 - Elsevier
Air-coupled ultrasonic Lamb wave damage imaging is a method for rapid, non-contact
damage detection of plate specimens. However, the current technique based on Lamb …

Structural health monitoring of carbon fiber reinforced polymer composite laminates for offshore wind turbine blades based on dual maximum correlation coefficient …

K Luo, L Chen, W Liang - Renewable Energy, 2022 - Elsevier
Structural health monitoring (SHM) of offshore wind turbine blades (OWTBs) is critical to the
safety of wind turbines, which can avoid catastrophic failures and reduce offshore wind …

Ultrasonic lamb wave damage detection of cfrp composites using the bayesian neural network

K Luo, J Zhu, Z Li, H Zhu, Y Li, R Hu, T Fan… - Journal of …, 2024 - Springer
Composite plates are susceptible to various damages in complex conditions and working
environments, which may reduce the reliability of the structure and threaten equipment and …

Adaptive time-reversal method for delamination detection of composite plates based on reconstruction algorithm for probabilistic inspection of defects

K Luo, L Chen, H Weng, JC Li, W Liang - Mechanical Systems and Signal …, 2023 - Elsevier
In this study, delamination in composite plates was detected by combining a baseline-free
detection method based on a time-reversal method with a damage-imaging algorithm based …

[HTML][HTML] Non-square grids: A new trend in imaging and modeling?

P Magillo - Computer Science Review, 2025 - Elsevier
The raster format of images and data is commonly intended as a synonymous of a square
grid. Indeed, the square is not the only shape that can tessellate the plane. Other grids are …

A robotized framework for real-time detection and in-situ repair of manufacturing defects in CFRP patch placement

Y Gong, X Li, R Zhou, M Li, S Liu - Robotics and Computer-Integrated …, 2025 - Elsevier
Carbon fiber reinforced polymers (CFRP) have significant applications in aerospace and
automotive manufacturing. However, due to the complexity of CFRP structures …

Low-power vibrothermography detection technique for surface cracks on composite sucker rod

P Liu, C Xu, Y Zhang, Y Qin, Y Xu, J **e… - Smart Materials and …, 2023 - iopscience.iop.org
Composite sucker rods are becoming increasingly popular in oil fields owing to their light
weight and corrosion resistance. However, various defects may appear in the manufacturing …

An ultrasonic Lamb wave-based non-linear exponential RAPID method for delamination detection in composites

K Luo, L Chen, Y Chen, L Ye, S Yu - Composite Structures, 2025 - Elsevier
Accurate detection of defects, particularly delamination, in carbon-fiber reinforced polymer
(CFRP) composites is crucial but challenging. This study proposes a baseline-free Lamb …

Numerical simulation of carbon fiber reinforced polymer composite delamination damage identification using Lamb wave and filtered back-projection method

K Luo, L Chen, W Liang - Russian Journal of Nondestructive Testing, 2022 - Springer
Delamination in carbon fiber reinforced polymer (CFRP) composite structures plays a
significant role in reducing the stiffness and strength of the structure, thus downgrading the …