High-dimensional data analytics in structural health monitoring and non-destructive evaluation: A review paper
H Momeni, A Ebrahimkhanlou - Smart Materials and Structures, 2022 - iopscience.iop.org
This paper aims to review high-dimensional data analytic (HDDA) methods for structural
health monitoring (SHM) and non-destructive evaluation (NDE) applications. High …
health monitoring (SHM) and non-destructive evaluation (NDE) applications. High …
Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications
IA Kougioumtzoglou, I Petromichelakis… - Probabilistic Engineering …, 2020 - Elsevier
A review of theoretical concepts and diverse applications of sparse representations and
compressive sampling (CS) approaches in engineering mechanics problems is provided …
compressive sampling (CS) approaches in engineering mechanics problems is provided …
Damage localization in plate-like structures using time-varying feature and one-dimensional convolutional neural network
Lamb wave-based SHM technology for damage detection and localization in plate-like
structures has typically relied on post-processing of ultrasonic guided waves. Traditionally …
structures has typically relied on post-processing of ultrasonic guided waves. Traditionally …
Quantitative identification of damage in composite structures using sparse sensor arrays and multi-domain-feature fusion of guided waves
Damage detection techniques using Lamb waves have shown excellent capabilities in the
diagnosis of composite structures. However, structural health monitoring of composite …
diagnosis of composite structures. However, structural health monitoring of composite …
Dictionary learning-based damage detection under varying environmental conditions using only vibration responses of numerical model and real intact State …
Monitoring structural damage is critical for preserving the service life of engineering systems.
In varying operational environments, the working loads are changing all the time and they …
In varying operational environments, the working loads are changing all the time and they …
Data-driven semi-supervised and supervised learning algorithms for health monitoring of pipes
The use of guided ultrasonic waves (GUWs) for SHM of pipelines has been a popular
method for over three decades. The superiority of GUWs over traditional vibration-based …
method for over three decades. The superiority of GUWs over traditional vibration-based …
Novel approach-based sparsity for damage localization in functionally graded material
Model-based approaches have been widely employed in damage detection and localization
studies. However, alternative techniques, such as built-in online detection methods, hold …
studies. However, alternative techniques, such as built-in online detection methods, hold …
[HTML][HTML] Detection and size estimation of crack in plate based on guided wave propagation
B Zima, R Kędra - Mechanical Systems and Signal Processing, 2020 - Elsevier
The paper presents results of the comprehensive theoretical and experimental investigation
of crack detection in metallic plate using guided wave propagation. The main aim of the …
of crack detection in metallic plate using guided wave propagation. The main aim of the …
Data-driven full-field vibration response estimation from limited measurements in real-time using dictionary learning and compressive sensing
D Jana, S Nagarajaiah - Engineering Structures, 2023 - Elsevier
Full-field online sensing provides dense spatial information of vibrating structures in real-
time. Such compact sensing is essential to pinpoint the location of possible damage and for …
time. Such compact sensing is essential to pinpoint the location of possible damage and for …
Minimum variance Lamb wave imaging based on weighted sparse decomposition coefficients in quasi-isotropic composite laminates
Lamb wave is a promising means for active structural health monitoring and nondestructive
evaluation of laminated composite plates. The inevitable reflections from structural …
evaluation of laminated composite plates. The inevitable reflections from structural …