Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights

A Malekloo, E Ozer, M AlHamaydeh… - Structural Health …, 2022 - journals.sagepub.com
Conventional damage detection techniques are gradually being replaced by state-of-the-art
smart monitoring and decision-making solutions. Near real-time and online damage …

Structural health monitoring using wireless smart sensor network–An overview

A Sofi, JJ Regita, B Rane, HH Lau - Mechanical Systems and Signal …, 2022 - Elsevier
Abstract Structural Health Monitoring is gaining popularity in recent times because of
advancements in technology and the increasing need for repair and rehabilitation. The shift …

Ultrasonic guided wave techniques and applications in pipeline defect detection: A review

X Zang, ZD Xu, H Lu, C Zhu, Z Zhang - International Journal of Pressure …, 2023 - Elsevier
Ultrasonic guided wave techniques are extensively applied in the non-destructive testing
and structural health monitoring (SHM) of oil and gas pipelines due to its advantages of wide …

State of the art in structural health monitoring of offshore and marine structures

H Pezeshki, H Adeli, D Pavlou… - Proceedings of the …, 2023 - icevirtuallibrary.com
This paper deals with state of the art in structural health monitoring (SHM) methods in
offshore and marine structures. Most SHM methods have been developed for onshore …

DF-CDM: Conditional diffusion model with data fusion for structural dynamic response reconstruction

J Shu, H Yu, G Liu, Y Duan, H Hu, H Zhang - Mechanical Systems and …, 2025 - Elsevier
In structural health monitoring (SHM) systems, data loss inevitably occurs and reduces the
applicability of SHM techniques, such as condition assessment and damage identification …

Online structural health monitoring by model order reduction and deep learning algorithms

L Rosafalco, M Torzoni, A Manzoni, S Mariani… - Computers & …, 2021 - Elsevier
Within a structural health monitoring (SHM) framework, we propose a simulation-based
classification strategy to move towards online damage localization. The procedure combines …

A systematic literature review of predictive maintenance for defence fixed-wing aircraft sustainment and operations

MJ Scott, WJC Verhagen, MT Bieber, P Marzocca - Sensors, 2022 - mdpi.com
In recent decades, the increased use of sensor technologies, as well as the increase in
digitalisation of aircraft sustainment and operations, have enabled capabilities to detect …

An educational review on distributed optic fiber sensing based on Rayleigh backscattering for damage tracking and structural health monitoring

L Chamoin, S Farahbakhsh… - … Science and Technology, 2022 - iopscience.iop.org
This paper is a review on distributed optic fiber sensing for structural health monitoring
applications, with a deeper focus on technologies relying on the Rayleigh backscattering …

Multi-objective sensor placement optimization of helicopter rotor blade based on Feature Selection

JLJ Pereira, MB Francisco, LA de Oliveira… - … Systems and Signal …, 2022 - Elsevier
This work aims to develop a Structural Health Monitoring methodology that maximizes the
acquired modal response and minimizes the number of sensors in a helicopter's main rotor …

A powerful Lichtenberg Optimization Algorithm: A damage identification case study

JLJ Pereira, MB Francisco, SS da Cunha Jr… - … Applications of Artificial …, 2021 - Elsevier
Optimization is an essential tool to minimize or maximize functions, obtaining optimal results
on costs, mass, energy, gains, among others. Actual problems may be multimodal …