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 …
[HTML][HTML] A systematic review of data fusion techniques for optimized structural health monitoring
Advancements in structural health monitoring (SHM) techniques have spiked in the past few
decades due to the rapid evolution of novel sensing and data transfer technologies. This …
decades due to the rapid evolution of novel sensing and data transfer technologies. This …
Fibre-optic sensor and deep learning-based structural health monitoring systems for civil structures: A review
UMN Jayawickrema, H Herath, NK Hettiarachchi… - Measurement, 2022 - Elsevier
Structural health monitoring (SHM) systems in civil engineering structures have been a
growing focus of research and practice. Over the last few decades, optical fibre sensor (OFS) …
growing focus of research and practice. Over the last few decades, optical fibre sensor (OFS) …
[HTML][HTML] Review on smartphone sensing technology for structural health monitoring
Sensing is a critical and inevitable sector of structural health monitoring (SHM). Recently,
smartphone sensing technology has become an emerging, affordable, and effective system …
smartphone sensing technology has become an emerging, affordable, and effective system …
Algorithms and techniques for the structural health monitoring of bridges: Systematic literature review
Structural health monitoring (SHM) systems are used to analyze the health of infrastructures
such as bridges, using data from various types of sensors. While SHM systems consist of …
such as bridges, using data from various types of sensors. While SHM systems consist of …
Shared micromobility-driven modal identification of urban bridges
Abstract Recent research in Indirect Structural Health Monitoring (ISHM) uses the dynamic
response of instrumented vehicles to carry out “drive-by” monitoring of bridges. These …
response of instrumented vehicles to carry out “drive-by” monitoring of bridges. These …
A novel methodology for modal parameter identification of arch dam based on multi-level information fusion
Operational modal analysis plays an important role in the structural health monitoring and
safety diagnosis of arch dam. However, due to background noise, it is difficult to accurately …
safety diagnosis of arch dam. However, due to background noise, it is difficult to accurately …
Current and future role of data fusion and machine learning in infrastructure health monitoring
Rapid advances in infrastructure health monitoring and sensing technologies allow the
monitoring of infrastructure assets continuously and in real-time throughout their life span …
monitoring of infrastructure assets continuously and in real-time throughout their life span …
A CNN-integrated percussion method for detection of FRP–concrete interfacial damage with FEM reconstruction
Q Kong, K Ji, J Gu, L Chen… - Structural Health …, 2023 - journals.sagepub.com
Reinforced concrete (RC) structures are commonly strengthened using externally bonded
fiber-reinforced polymer (FRP) sheets. The bond between the FRP and concrete is a crucial …
fiber-reinforced polymer (FRP) sheets. The bond between the FRP and concrete is a crucial …
Machine learning applications in optical fiber sensing: A research agenda
The constant monitoring and control of various health, infrastructure, and natural factors
have led to the design and development of technological devices in a wide range of fields …
have led to the design and development of technological devices in a wide range of fields …