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 …
Review on the new development of vibration-based damage identification for civil engineering structures: 2010–2019
Structural damage identification has received considerable attention during the past
decades. Although several reviews have been presented, some new developments have …
decades. Although several reviews have been presented, some new developments have …
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 …
Machine learning paradigm for structural health monitoring
Structural health diagnosis and prognosis is the goal of structural health monitoring.
Vibration-based structural health monitoring methodology has been extensively …
Vibration-based structural health monitoring methodology has been extensively …
A literature review of next‐generation smart sensing technology in structural health monitoring
Advent of computationally efficient smartphones, inexpensive high‐resolution cameras,
drones, and robotic sensors has brought a new era of next‐generation intelligent monitoring …
drones, and robotic sensors has brought a new era of next‐generation intelligent monitoring …
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 …
A new metaheuristic optimization based on K-means clustering algorithm and its application to structural damage identification
This paper develops a new metaheuristic optimization algorithm named K-means Optimizer
(KO) to solve a wide range of optimization problems from numerical functions to real-design …
(KO) to solve a wide range of optimization problems from numerical functions to real-design …
A critical review on structural health monitoring: Definitions, methods, and perspectives
VR Gharehbaghi, E Noroozinejad Farsangi… - … methods in engineering, 2022 - Springer
The benefits of tracking, identifying, measuring features of interest from structure responses
have endless applications for saving cost, time and improving safety. To date, structural …
have endless applications for saving cost, time and improving safety. To date, structural …
[HTML][HTML] A review on non-destructive evaluation of construction materials and structures using magnetic sensors
The growing demand towards life cycle sustainability has created a tremendous interest in
non-destructive evaluation (NDE) to minimize manufacturing defects and waste, and to …
non-destructive evaluation (NDE) to minimize manufacturing defects and waste, and to …
Review on vibration-based structural health monitoring techniques and technical codes
Y Yang, Y Zhang, X Tan - Symmetry, 2021 - mdpi.com
Structural damages occur in modern structures during operations due to environmental and
human factors. The damages accumulating with time may lead to a significant decrease in …
human factors. The damages accumulating with time may lead to a significant decrease in …