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 …
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
Structural health monitoring (SHM) and vibration-based structural damage detection have
been a continuous interest for civil, mechanical and aerospace engineers over the decades …
been a continuous interest for civil, mechanical and aerospace engineers over the decades …
1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data
Structural damage detection has been an interdisciplinary area of interest for various
engineering fields. While the available damage detection methods have been in the process …
engineering fields. While the available damage detection methods have been in the process …
A novel deep learning-based method for damage identification of smart building structures
In the past few years, intelligent structural damage identification algorithms based on
machine learning techniques have been developed and obtained considerable attentions …
machine learning techniques have been developed and obtained considerable attentions …
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 …
A review on recent developments in vibration-based damage identification methods for laminated composite structures: 2010–2022
Laminated composites received great attention in the structural applications due to
innumerable advantages over conventional materials. These structures are subjected to …
innumerable advantages over conventional materials. These structures are subjected to …
Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks
Being an alternative to conventional wired sensors, wireless sensor networks (WSNs) are
extensively used in Structural Health Monitoring (SHM) applications. Most of the Structural …
extensively used in Structural Health Monitoring (SHM) applications. Most of the Structural …
Unsupervised learning methods for data-driven vibration-based structural health monitoring: a review
Structural damage detection using unsupervised learning methods has been a trending
topic in the structural health monitoring (SHM) research community during the past decades …
topic in the structural health monitoring (SHM) research community during the past decades …
Bridge infrastructure asset management system: Comparative computational machine learning approach for evaluating and predicting deck deterioration conditions
Bridge infrastructure asset management system is a prevailing approach toward having an
effective and efficient procedure for monitoring bridges through their different development …
effective and efficient procedure for monitoring bridges through their different development …