Environmental and operational conditions effects on Lamb wave based structural health monitoring systems: A review
Lamb wave is widely recognized as one of the most encouraging tools for structural health
monitoring (SHM) systems. In spite of many favourable characteristics of Lamb wave for …
monitoring (SHM) systems. In spite of many favourable characteristics of Lamb wave for …
[HTML][HTML] A review of synthetic and augmented training data for machine learning in ultrasonic non-destructive evaluation
Ultrasonic Testing (UT) has seen increasing application of machine learning (ML) in recent
years, promoting higher-level automation and decision-making in flaw detection and …
years, promoting higher-level automation and decision-making in flaw detection and …
Vision-based autonomous bolt-looseness detection method for splice connections: Design, lab-scale evaluation, and field application
TC Huynh - Automation in Construction, 2021 - Elsevier
This study presents a novel autonomous vision-based bolt-looseness detection method for
splice bolted connections. The method is sequentially designed with a Faster regional …
splice bolted connections. The method is sequentially designed with a Faster regional …
Causal dilated convolutional neural networks for automatic inspection of ultrasonic signals in non-destructive evaluation and structural health monitoring
This paper presents a deep learning network that performs automatic detection of defects by
inspecting full ultrasonic guided wave signals excited in plate structures. The findings show …
inspecting full ultrasonic guided wave signals excited in plate structures. The findings show …
A transfer learning approach for damage diagnosis in composite laminated plate using Lamb waves
Lamb wave-based damage diagnosis systems are widely regarded as a likely candidate for
real-time structural health monitoring (SHM), although analysing the Lamb wave response is …
real-time structural health monitoring (SHM), although analysing the Lamb wave response is …
[HTML][HTML] Pipe inspection using guided acoustic wave sensors integrated with mobile robots
In this paper we propose an approach to inspect pipelines that can be applied for multiple
robots or a single robot with integrated acoustical sensors with high resolution detection and …
robots or a single robot with integrated acoustical sensors with high resolution detection and …
Damage detection with ultrasonic guided waves using machine learning and aggregated baselines
V Nerlikar, O Mesnil, R Miorelli… - Structural Health …, 2024 - journals.sagepub.com
In guided wave (GW)-based structural health monitoring (SHM), ultrasonic elastic waves are
used to detect damages in structures by comparing the acquired signals with those acquired …
used to detect damages in structures by comparing the acquired signals with those acquired …
Graph-in-graph convolutional network for ultrasonic guided wave-based damage detection and localization
S Wang, Z Luo, P Shen, H Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Interpretation of guided wave signals is a central challenge for ultrasonic guided wave-
based damage detection and localization technology. Because of the complexity of the …
based damage detection and localization technology. Because of the complexity of the …
Evaluation of machine learning techniques for structural health monitoring using ultrasonic guided waves under varying temperature conditions
The implementation of machine learning methods for structural health monitoring
applications has proven to be very effective, especially in detecting damage and …
applications has proven to be very effective, especially in detecting damage and …
Intelligent computational methods for damage detection of laminated composite structures for mobility applications: a comprehensive review
The mobility applications of laminated composites are constantly expanding due to their
improved mechanical properties and superior strength-to-weight ratio. Such advancements …
improved mechanical properties and superior strength-to-weight ratio. Such advancements …