State-of-the-art review on advancements of data mining in structural health monitoring

M Gordan, SR Sabbagh-Yazdi, Z Ismail, K Ghaedi… - Measurement, 2022 - Elsevier
To date, data mining (DM) techniques, ie artificial intelligence, machine learning, and
statistical methods have been utilized in a remarkable number of structural health monitoring …

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) …

[HTML][HTML] Effects of environmental and operational conditions on structural health monitoring and non-destructive testing: A systematic review

A Keshmiry, S Hassani, M Mousavi, U Dackermann - Buildings, 2023 - mdpi.com
The development of Structural Health Monitoring (SHM) and Non-Destructive Testing (NDT)
techniques has rapidly evolved and matured over the past few decades. Advances in sensor …

Application of SVR models built with AOA and Chaos map** for predicting tunnel crown displacement induced by blasting excavation

C Li, X Mei - Applied Soft Computing, 2023 - Elsevier
This study utilizes the support vector regression (SVR) model to predict the tunnel crown
displacement (TCD) induced by the blasting excavation. 95 blasting operations considering …

[HTML][HTML] Development of intelligent technologies in SHM on the innovative diagnosis in civil engineering—A comprehensive review

DS Vijayan, A Sivasuriyan, P Devarajan, M Krejsa… - Buildings, 2023 - mdpi.com
This comprehensive review focuses on the integration of intelligent technologies, such as
the Internet of Things (IoT), Artificial intelligence (AI), and Nondestructive Testing (NDT), in …

[HTML][HTML] Multi-image-feature-based hierarchical concrete crack identification framework using optimized SVM multi-classifiers and D–S fusion algorithm for bridge …

Y Yu, M Rashidi, B Samali, AM Yousefi, W Wang - Remote Sensing, 2021 - mdpi.com
Cracks in concrete can cause the degradation of stiffness, bearing capacity and durability of
civil infrastructure. Hence, crack diagnosis is of great importance in concrete research. On …

An improved Harris Hawks Optimization algorithm for continuous and discrete optimization problems

H Gezici, H Livatyali - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Abstract Harris Hawks Optimization (HHO) is a population-based meta-heuristic optimization
algorithm that has been used for the solution of test functions and real-world problems by …

[HTML][HTML] Emerging trends in the integration of smart sensor technologies in structural health monitoring: a contemporary perspective

A Sivasuriyan, DS Vijayan, P Devarajan, A Stefańska… - Sensors, 2024 - mdpi.com
In recent years, civil engineering has increasingly embraced communication tools for
automation, with sensors playing a pivotal role, especially in structural health monitoring …

A channel selection method for emotion recognition from EEG based on swarm-intelligence algorithms

E Yildirim, Y Kaya, F Kiliç - IEEE Access, 2021 - ieeexplore.ieee.org
Increasing demand for human-computer interaction applications has escalated the need for
automatic emotion recognition as emotions are essential for natural communication. There …

An enhanced inverse beam element for shape estimation of beam-like structures

R You, L Ren - Measurement, 2021 - Elsevier
The inverse finite element method (iFEM) is a mechanics-based algorithm for deformed-
shape estimation of structures. In this paper, an enhanced inverse beam element named …