A novel deep learning-based method for damage identification of smart building structures

Y Yu, C Wang, X Gu, J Li - Structural Health Monitoring, 2019 - journals.sagepub.com
In the past few years, intelligent structural damage identification algorithms based on
machine learning techniques have been developed and obtained considerable attentions …

Finite element model updating and damage identification using semi-rigidly connected frame element and optimization procedure: An experimental validation

P Ghannadi, S Khatir, SS Kourehli, A Nguyen… - Structures, 2023 - Elsevier
Owing to ever-increasing complexity of engineering structures, develo** a methodology
for the early detection of defects has become crucial to ensure their long-term safety and …

Multiverse optimizer for structural damage detection: Numerical study and experimental validation

P Ghannadi, SS Kourehli - The Structural Design of Tall and …, 2020 - Wiley Online Library
New optimization algorithms have been increasingly developed in the course of the recent
years. The accuracy of identified results in optimization‐based damage detection methods …

Vibration-based damage localization in 3D sandwich panels using an irregularity detection index (IDI) based on signal processing

M Khanahmadi, B Mirzaei, GG Amiri, M Gholhaki… - Measurement, 2024 - Elsevier
As 3D sandwich panels have become prevalent in construction projects, develo**
structural damage detection approaches is of great significance to ensure their integrity. This …

Damage detection in structures using particle swarm optimization combined with artificial neural network

L Nguyen-Ngoc, NH Tran, T Bui-Tien… - Smart Structures and …, 2021 - biblio.ugent.be
In this paper, a novel approach to damage identification in structures using Particle Swarm
Optimization (PSO) combined with Artificial neural network (ANN) is proposed. With recent …

Cuckoo search-based least squares support vector machine models for optimum tuning of tuned mass dampers

S Etedali, N Mollayi - International Journal of Structural Stability and …, 2018 - World Scientific
Tuned mass dampers (TMDs) have been widely used to suppress or absorb vibration.
Optimum tuning of the TMD parameters using metaheuristic algorithms demands numerous …

Interpretable machine learning approaches for damage identification in drilling risers

Z Ge, X Zhou, Y Li, X Zhang, W Li - Ocean Engineering, 2024 - Elsevier
Detecting damages, especially micro-damages, early and accurately is crucial to the safety
of drilling risers. This study presents a high-precision model for detecting micro-damages in …

Experimental study on modal analysis and vibration response of tunnel structures under different damage conditions due to subway train loads

R Hou, T Li, Z Zhang, L Li, B Liu, D Ren - Scientific Reports, 2025 - nature.com
Based on a prototype of the Bei**g subway tunnel, this research conducts large-scale
model experiments to systematically investigate the vibration response patterns of tunnels …

Damage detection in space truss structures using a third-level approach

R Frans, Y Arfiadi - Discover Civil Engineering, 2024 - Springer
Monitoring civil engineering infrastructure is crucial to ensuring that the structures can
continue to function properly. An important aspect of this assessment is detecting structural …

Structural damage identification based on strain frequency response functions

F Shadan, F Khoshnoudian… - International Journal of …, 2018 - World Scientific
Damage identification using the sensitivity of the dynamic characteristics of the structure of
concern has been studied considerably. Among the dynamic characteristics used to locate …