Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights
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 …
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
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 …
community has been actively exploring new technologies that can advance the state-of-the …
Photogrammetry and optical methods in structural dynamics–A review
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 …
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 …
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
Experimental or operational modal analysis traditionally requires physically-attached wired
or wireless sensors for vibration measurement of structures. This instrumentation can result …
or wireless sensors for vibration measurement of structures. This instrumentation can result …
Experimental validation of cost-effective vision-based structural health monitoring
Monitoring structural displacement responses can provide quantitative information for both
structural safety evaluations and maintenance purposes. To overcome the limitations of …
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
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 …
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 …
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
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 …
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
This article describes the development of a non-contact dynamic displacement
measurement system for railway bridges based on video technology. The system, consisting …
measurement system for railway bridges based on video technology. The system, consisting …