Structural health monitoring of civil engineering structures by using the internet of things: A review

M Mishra, PB Lourenço, GV Ramana - Journal of Building Engineering, 2022 - Elsevier
Structural health monitoring (SHM) and damage assessment of civil engineering
infrastructure are complex tasks. Structural health and strength of structures are influenced …

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 …

Integrated structural health monitoring in bridge engineering

Z He, W Li, H Salehi, H Zhang, H Zhou, P Jiao - Automation in construction, 2022 - Elsevier
Integrated structural health monitoring (SHM) uses the mechanism analysis, monitoring
technology and data analytics to diagnose the classification, location and significance of …

[HTML][HTML] Clustering objectives in wireless sensor networks: A survey and research direction analysis

A Shahraki, A Taherkordi, Ø Haugen, F Eliassen - Computer Networks, 2020 - Elsevier
Abstract Wireless Sensor Networks (WSNs) typically include thousands of resource-
constrained sensors to monitor their surroundings, collect data, and transfer it to remote …

Structural health monitoring using wireless smart sensor network–An overview

A Sofi, JJ Regita, B Rane, HH Lau - Mechanical Systems and Signal …, 2022 - Elsevier
Abstract Structural Health Monitoring is gaining popularity in recent times because of
advancements in technology and the increasing need for repair and rehabilitation. The shift …

Three decades of statistical pattern recognition paradigm for SHM of bridges

E Figueiredo, J Brownjohn - Structural Health Monitoring, 2022 - journals.sagepub.com
Bridges play a crucial role in modern societies, regardless of their culture, geographical
location, or economic development. The safest, economical, and most resilient bridges are …

Wireless sensor network for structural health monitoring: A contemporary review of technologies, challenges, and future direction

M Abdulkarem, K Samsudin… - Structural health …, 2020 - journals.sagepub.com
The importance of wireless sensor networks in structural health monitoring is unceasingly
growing, because of the increasing demand for both safety and security in the cities. The …

Energy-harvesting wireless sensor networks (EH-WSNs) A review

KS Adu-Manu, N Adam, C Tapparello… - ACM Transactions on …, 2018 - dl.acm.org
Wireless Sensor Networks (WSNs) are crucial in supporting continuous environmental
monitoring, where sensor nodes are deployed and must remain operational to collect and …

[HTML][HTML] Deep learning for detecting building defects using convolutional neural networks

H Perez, JHM Tah, A Mosavi - Sensors, 2019 - mdpi.com
Clients are increasingly looking for fast and effective means to quickly and frequently survey
and communicate the condition of their buildings so that essential repairs and maintenance …

CNN-LSTM deep learning architecture for computer vision-based modal frequency detection

R Yang, SK Singh, M Tavakkoli, N Amiri, Y Yang… - … Systems and signal …, 2020 - Elsevier
The conventional modal analysis involves physically-attached wired or wireless sensors for
vibration measurement of structures. However, this method has certain disadvantages …