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 …

Review on the new development of vibration-based damage identification for civil engineering structures: 2010–2019

R Hou, Y Xia - Journal of Sound and Vibration, 2021 - Elsevier
Structural damage identification has received considerable attention during the past
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

O Avci, O Abdeljaber, S Kiranyaz, M Hussein… - Mechanical systems and …, 2021 - Elsevier
Monitoring structural damage is extremely important for sustaining and preserving the
service life of civil structures. While successful monitoring provides resolute and staunch …

Machine learning paradigm for structural health monitoring

Y Bao, H Li - Structural health monitoring, 2021 - journals.sagepub.com
Structural health diagnosis and prognosis is the goal of structural health monitoring.
Vibration-based structural health monitoring methodology has been extensively …

A literature review of next‐generation smart sensing technology in structural health monitoring

S Sony, S Laventure, A Sadhu - Structural Control and Health …, 2019 - Wiley Online Library
Advent of computationally efficient smartphones, inexpensive high‐resolution cameras,
drones, and robotic sensors has brought a new era of next‐generation intelligent monitoring …

Structural health monitoring in composite structures: A comprehensive review

S Hassani, M Mousavi, AH Gandomi - Sensors, 2021 - mdpi.com
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 …

A new metaheuristic optimization based on K-means clustering algorithm and its application to structural damage identification

HL Minh, T Sang-To, MA Wahab, T Cuong-Le - Knowledge-Based Systems, 2022 - Elsevier
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 …

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 …

[HTML][HTML] A review on non-destructive evaluation of construction materials and structures using magnetic sensors

AD Eslamlou, A Ghaderiaram, E Schlangen… - … and Building Materials, 2023 - Elsevier
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 …

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 …