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 …

Computer vision for SHM of civil infrastructure: From dynamic response measurement to damage detection–A review

D Feng, MQ Feng - Engineering Structures, 2018 - Elsevier
To address the limitations of current sensor systems for field applications, the research
community has been actively exploring new technologies that can advance the state-of-the …

Photogrammetry and optical methods in structural dynamics–A review

J Baqersad, P Poozesh, C Niezrecki… - Mechanical Systems and …, 2017 - Elsevier
In the last few decades, there has been a surge of research in the area of non-contact
measurement techniques. Photogrammetry has received considerable attention due to its …

Review of machine-vision based methodologies for displacement measurement in civil structures

Y Xu, JMW Brownjohn - Journal of Civil Structural Health Monitoring, 2018 - Springer
Vision-based systems are promising tools for displacement measurement in civil structures,
possessing advantages over traditional displacement sensors in instrumentation cost …

Blind identification of full-field vibration modes from video measurements with phase-based video motion magnification

Y Yang, C Dorn, T Mancini, Z Talken, G Kenyon… - … Systems and Signal …, 2017 - Elsevier
Experimental or operational modal analysis traditionally requires physically-attached wired
or wireless sensors for vibration measurement of structures. This instrumentation can result …

Experimental validation of cost-effective vision-based structural health monitoring

D Feng, MQ Feng - Mechanical Systems and Signal Processing, 2017 - Elsevier
Monitoring structural displacement responses can provide quantitative information for both
structural safety evaluations and maintenance purposes. To overcome the limitations of …

3D displacement measurement model for health monitoring of structures using a motion capture system

SW Park, HS Park, JH Kim, H Adeli - Measurement, 2015 - Elsevier
Unlike 1D or 2D displacement measurement sensors, a motion capture system (MCS) can
determine the movement of markers in any direction precisely. In addition, an MCS can …

A review of machine vision‐based structural health monitoring: methodologies and applications

XW Ye, CZ Dong, T Liu - Journal of Sensors, 2016 - Wiley Online Library
In the past two decades, a significant number of innovative sensing and monitoring systems
based on the machine vision‐based technology have been exploited in the field of structural …

A new approach for health monitoring of structures: terrestrial laser scanning

HS Park, HM Lee, H Adeli, I Lee - Computer‐Aided Civil and …, 2007 - Wiley Online Library
A new approach is presented for health monitoring of structures using terrestrial laser
scanning (TLS). Three‐dimensional (3D) coordinates of a target structure acquired using …

Non-contact measurement of the dynamic displacement of railway bridges using an advanced video-based system

D Ribeiro, R Calçada, J Ferreira, T Martins - Engineering Structures, 2014 - Elsevier
This article describes the development of a non-contact dynamic displacement
measurement system for railway bridges based on video technology. The system, consisting …