A systematic review of optimization algorithms for structural health monitoring and optimal sensor placement

S Hassani, U Dackermann - Sensors, 2023 - mdpi.com
In recent decades, structural health monitoring (SHM) has gained increased importance for
ensuring the sustainability and serviceability of large and complex structures. To design an …

An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity

DJ Armaghani, H Harandizadeh, E Momeni… - Artificial Intelligence …, 2022 - Springer
The pile bearing capacity is considered as the most essential factor in designing deep
foundations. Direct determination of this parameter in site is costly and difficult. Hence, this …

Application of supervised learning to validation of damage detection

H Sarmadi, A Entezami - Archive of Applied Mechanics, 2021 - Springer
Unsupervised learning methods are effective and suitable tools for damage detection. The
main reason for the popularity of these methods in structural health monitoring originates …

TBM performance prediction developing a hybrid ANFIS-PNN predictive model optimized by imperialism competitive algorithm

H Harandizadeh, DJ Armaghani, PG Asteris… - Neural Computing and …, 2021 - Springer
A reliable and accurate prediction of the tunnel boring machine (TBM) performance can
assist in minimizing the relevant risks of high capital costs and in scheduling tunneling …

[HTML][HTML] An accelerated differential evolution algorithm with new operators for multi-damage detection in plate-like structures

NB Guedria - Applied Mathematical Modelling, 2020 - Elsevier
This paper proposes an Accelerated Differential Evolution (ADE) algorithm for damage
localization and quantification in plate-like structures. In this study, the inverse damage …

An efficient multi-stage optimization approach for damage detection in plate structures

D Dinh-Cong, T Vo-Duy, V Ho-Huu… - … in Engineering Software, 2017 - Elsevier
The paper presents an efficient multi-stage optimization approach for damage detection in
plate-like structures. In this approach, the damage identification process is achieved by …

Damage assessment in plate-like structures using a two-stage method based on modal strain energy change and Jaya algorithm

D Dinh-Cong, T Vo-Duy, V Ho-Huu… - Inverse Problems in …, 2019 - Taylor & Francis
The paper presents an effective two-stage approach based on modal strain energy change
and Jaya algorithm for damage assessment in plate-like structures. In the first stage, a newly …

Damage detection on framed structures: modal curvature evaluation using Stockwell Transform under seismic excitation

R Ditommaso, FC Ponzo, G Auletta - Earthquake Engineering and …, 2015 - Springer
The key parameters for damage detection and localization are eigenfrequencies, related
equivalent viscous damping factors and mode shapes. The classical approach is based on …

Enhanced optimization-based structural damage detection method using modal strain energy and modal frequencies

MR Ghasemi, M Nobahari, N Shabakhty - Engineering with Computers, 2018 - Springer
To identify the location and severity of structural damages precisely, a two-stage damage
detection method is proposed here. In the first stage, the most probable elements that maybe …

Damage identification in plate-like structure using mode shape derivatives

N Navabian, M Bozorgnasab, R Taghipour… - Archive of Applied …, 2016 - Springer
In this paper, a new damage indicator based on modal data, such as mode shapes and its
derivatives, is presented for damage identification in plate-like structures. The proposed …