Machine learning for structural health monitoring: challenges and opportunities
A physics-based approach to structural health monitoring (SHM) has practical shortcomings
which restrict its suitability to simple structures under well controlled environments. With the …
which restrict its suitability to simple structures under well controlled environments. With the …
Recent advances in piezoelectric wafer active sensors for structural health monitoring applications
In this paper, some recent piezoelectric wafer active sensors (PWAS) progress achieved in
our laboratory for active materials and smart structures (LAMSS) at the University of South …
our laboratory for active materials and smart structures (LAMSS) at the University of South …
Detection and classification of matrix cracking in laminated composites using guided wave propagation and artificial neural networks
The guided wave propagation and artificial intelligence (AI) approaches were used to
propose an intelligent model for automatic detection and classification of the matrix cracking …
propose an intelligent model for automatic detection and classification of the matrix cracking …
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 …
CFRP composite laminate structures. Conventional guided wave detection methods often …
Guided wave scattering at a delamination in a quasi-isotropic composite laminate: Experiment and simulation
Carbon fibre composite laminates are increasingly being used for aerospace structures due
to their low weight and improved mechanical performance. Impact damage can cause …
to their low weight and improved mechanical performance. Impact damage can cause …
Composite laminate delamination simulation and experiment: A review of recent development
A Tabiei, W Zhang - Applied Mechanics Reviews, 2018 - asmedigitalcollection.asme.org
Composite laminate has extensive usage in the aerospace and automotive industries. Thus
delamination, one of its most prevalent and challenging failure modes, has attracted …
delamination, one of its most prevalent and challenging failure modes, has attracted …
Impact induced damage assessment by means of Lamb wave image processing
The aim of this research is an analysis of full wavefield Lamb wave interaction with impact-
induced damage at various impact energies in order to find out the limitation of the …
induced damage at various impact energies in order to find out the limitation of the …
Simulation of guided-wave ultrasound propagation in composite laminates: Benchmark comparisons of numerical codes and experiment
CAC Leckey, KR Wheeler, VN Hafiychuk, H Hafiychuk… - Ultrasonics, 2018 - Elsevier
Ultrasonic wave methods constitute the leading physical mechanism for nondestructive
evaluation (NDE) and structural health monitoring (SHM) of solid composite materials, such …
evaluation (NDE) and structural health monitoring (SHM) of solid composite materials, such …
Pure S0 and SH0 detections of various damage types in aerospace composites
This paper proposes a new single-mode guided wave-based method to detect various types
of damage in aerospace composites. In this method, single-mode guided wave excitation …
of damage in aerospace composites. In this method, single-mode guided wave excitation …
[HTML][HTML] Full wavefield processing by using FCN for delamination detection
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 …
presented. The full wavefield of propagating Lamb waves in the fibre-reinforced composite …