A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
Monitoring structural damage is extremely important for sustaining and preserving the
service life of civil structures. While successful monitoring provides resolute and staunch …
service life of civil structures. While successful monitoring provides resolute and staunch …
Structural health monitoring in composite structures: A comprehensive review
This study presents a comprehensive review of the history of research and development of
different damage-detection methods in the realm of composite structures. Different fields of …
different damage-detection methods in the realm of composite structures. Different fields of …
In-flight and wireless damage detection in a UAV composite wing using fiber optic sensors and strain field pattern recognition
J Alvarez-Montoya, A Carvajal-Castrillón… - … Systems and Signal …, 2020 - Elsevier
Aiming to provide more efficient, lightweight structures, composite materials are being
extensively used in aerospace vehicles. As the failure mechanisms of these materials are …
extensively used in aerospace vehicles. As the failure mechanisms of these materials are …
Comparative study of IoT-based topology maintenance protocol in a wireless sensor network for structural health monitoring
A structural health monitoring (SHM) system is an approach for identifying the damages
caused to various kinds of structures using different system functions and providing the …
caused to various kinds of structures using different system functions and providing the …
Damage detection of in-service steel railway bridges using a fine k-nearest neighbor machine learning classifier
A Ghiasi, CT Ng, AH Sheikh - Structures, 2022 - Elsevier
Minor areas of surface corrosion in steel railway bridges can grow progressively and lead to
localized section losses and structural failure over time. This paper proposes a novel …
localized section losses and structural failure over time. This paper proposes a novel …
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 …
Deep learning-based Structural Health Monitoring for damage detection on a large space antenna
Due to the stringent requirements imposed by state-of-the-art technologies, most of modern
spacecrafts are now equipped with very large substructures such as antennas, deployable …
spacecrafts are now equipped with very large substructures such as antennas, deployable …
A comparative study of damage-sensitive features for rapid data-driven seismic structural health monitoring
Rapid post-earthquake damage assessment forms a critical element of resilience, ensuring
a prompt and functional recovery of the built environment. Monitoring-based approaches …
a prompt and functional recovery of the built environment. Monitoring-based approaches …
Challenges in applying vibration-based damage detection to highway bridge structures
Due to the growth of wireless sensors, data loggers, and signal processing technologies,
there has been a growing interest in the detection of damage to civil engineering …
there has been a growing interest in the detection of damage to civil engineering …
A hybrid methodology for structural damage detection uniting FEM and 1D-CNNs: Demonstration on typical high-pile wharf
Vibration-based structural damage detection (SDD) has been a subject of intense research
in structural health monitoring (SHM) for large civil engineering structures over the decades …
in structural health monitoring (SHM) for large civil engineering structures over the decades …