Delamination damage imaging method of CFRP composite laminate plates based on the sensitive guided wave mode

H Zhang, J Sun, X Rui, S Liu - Composite Structures, 2023 - Elsevier
This research is related to a detection and imaging method of delamination damage in
CFRP composite laminate structures. Conventional guided wave detection methods often …

[HTML][HTML] Full wavefield processing by using FCN for delamination detection

AA Ijjeh, S Ullah, P Kudela - Mechanical Systems and Signal Processing, 2021 - Elsevier
A novel full wavefield processing method by using fully convolutional neural networks is
presented. The full wavefield of propagating Lamb waves in the fibre-reinforced composite …

Deep learning approach for delamination identification using animation of Lamb waves

S Ullah, AA Ijjeh, P Kudela - Engineering Applications of Artificial …, 2023 - Elsevier
The complex design of composite structures makes it very difficult for conventional visual
inspection techniques to detect defects in these materials. Therefore, numerous types of …

[HTML][HTML] Multi step structural health monitoring approaches in debonding assessment in a sandwich honeycomb composite structure using ultrasonic guided waves

K Balasubramaniam, S Sikdar, R Soman, P Malinowski - Measurement, 2022 - Elsevier
This paper aims to investigate the use of ultrasonic guided wave (GW) propagation
mechanism and the assessment of debonding in a sandwich composite structure (SCS) …

Self-reference broadband local wavenumber estimation (SRB-LWE) for defect assessment in composites

J Segers, S Hedayatrasa, G Poelman… - … Systems and Signal …, 2022 - Elsevier
Local wavenumber estimation (LWE) applied to a full wavefield response is a powerful
approach for detecting and characterizing defects in a composite structure. However, the …

[HTML][HTML] Global and local area inspection methods in damage detection of carbon fiber composite structures

K Balasubramaniam, P Fiborek, D Ziaja, M Jurek… - Measurement, 2022 - Elsevier
The paper presents multiple impact damage detections and characterization in a multi-
layered carbon fiber reinforced polymer structure using a multi-step combination of the …

Finite element modeling and experimental characterization of piezoceramic frequency steerable acoustic transducers

M Mohammadgholiha, A Palermo… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
This paper presents a novel implementation of Frequency Steerable Acoustic Transducers
(FSATs) for guided waves (GWs) inspections. Unlike the conventional phased array …

Enhanced wavefield imaging method for impact damage detection in composite laminates via laser-generated Lamb waves

F Gao, Y Shao, J Hua, L Zeng, J Lin - Measurement, 2021 - Elsevier
Full wavefield processing techniques are promising for damage detection and imaging.
However, the high measuring requirements in space are labor-consuming. To improve the …

[HTML][HTML] Analysis of damage localisation results in GFRP panel for different configurations of air-coupled transducers

T Wandowski, M Radzienski, D Mindykowski, P Kudela - Ultrasonics, 2023 - Elsevier
In this paper results of the damage assessment of fiber-reinforced composite panels using
guided wave propagation phenomenon are presented. For this purpose, non-contact elastic …

Deep learning based segmentation using full wavefield processing for delamination identification: A comparative study

AA Ijjeh, P Kudela - Mechanical Systems and Signal Processing, 2022 - Elsevier
In this paper, several deep fully convolutional neural networks for image segmentation such
as residual UNet, VGG16 encoder–decoder, FCN-DenseNet, PSPNet, and GCN are …