Ant lion optimisation algorithm for structural damage detection using vibration data

M Mishra, SK Barman, D Maity, DK Maiti - Journal of Civil Structural Health …, 2019 - Springer
Structural damage assessment is crucial for structural health monitoring to evaluate the
safety and residual service life of the structure. To solve the structural damage detection …

[HTML][HTML] Prediction of shear capacity of RC beams strengthened with FRCM composite using hybrid ANN-PSO model

TH Nguyen, NL Tran, VT Phan, DD Nguyen - Case Studies in Construction …, 2023 - Elsevier
The aim of this study is to develop a hybrid Artificial Neural Network-Particle Swarm
Optimization (ANN-PSO) model for improving shear strength prediction of reinforced …

Damage detection and localization in composite beam structures based on vibration analysis

S Khatir, I Belaidi, R Serra, MA Wahab, T Khatir - Mechanics, 2015 - mechanika.ktu.lt
This paper presents an approach of inverse damage detection and localization based on
model reduction. The problem is formulated as an inverse problem where an optimization …

Structural health monitoring based on the hybrid ant colony algorithm by using Hooke–Jeeves pattern search

A Shakya, M Mishra, D Maity, G Santarsiero - SN Applied Sciences, 2019 - Springer
Structural health monitoring is crucial for the timely damage diagnosis of civil infrastructure.
This paper explores the damage detection method based on the ant colony algorithm (ACO) …

Efficient hybrid machine learning model for calculating load-bearing capacity of driven piles

TH Nguyen, KVT Nguyen, VC Ho… - Asian Journal of Civil …, 2024 - Springer
The aim of this study is to develop an efficient hybrid machine learning (ML) model, which
combines the genetic algorithm (GA) and artificial neural network (ANN) for rapidly …

Identification of multiple cracks in noisy conditions using scale-correlation-based multiscale product of SWPT with laser vibration measurement

D Li, Z Xu, W Ostachowicz, M Cao, J Liu - Mechanical Systems and Signal …, 2020 - Elsevier
Simultaneous identification of multiple cracks is an unresolved issue in the structural health
monitoring field. To address this issue, a new method is proposed for identifying multiple …

A hybrid singular value decomposition and deep belief network approach to detect damages in plates

J Sun, Q Lin, H Jiang, J Xiang - Steel and Composite Structures, 2024 - koreascience.kr
Damage detection in structures using the change of modal parameters (modal shapes and
natural frequencies) has achieved satisfactory results. However, as modal shapes and …

A comparative study on inverse vibration based damage assessment techniques in beam structure using ant colony optimization and particle swarm optimization

A Majumdar, B Nanda - Advanced Science, Engineering and …, 2020 - ingentaconnect.com
Use of swarm intelligence has proliferated over previous couple of years for damage
assessment in large and complex structures using vibration data. Available literatures shows …

Bio-Inspired Algorithms for Structural Health Monitoring of Civil Engineering Systems

A Barontini - 2021 - search.proquest.com
Hoje em dia, a gestão de um vasto acervo de estruturas complexas e infraestruturas, que se
encontram próximo ou para lá do seu fim de vida útil, constitui um importante desafio para …

[PDF][PDF] POST-EARTHQUAKE EVALUATION OF STRUCTURES THROUGH THE MODEL UPDATING DAMAGE DETECTION METHOD USING PSO OPTIMIZATION …

A Rahmanikhah, M Mahmoudi - researchgate.net
The assessment of structures after an earthquake is a critical aspect of ensuring the safety
and reliability of structural engineering. This study presents an evaluation of the efficacy of …