A modified transmissibility indicator and Artificial Neural Network for damage identification and quantification in laminated composite structures

R Zenzen, S Khatir, I Belaidi, C Le Thanh… - Composite …, 2020 - Elsevier
Recently, more attention has been paid to Artificial Neural Network (ANN) in the field of
damage identification of engineering structures based on modal analysis. This paper …

Damage assessment in composite laminates using ANN-PSO-IGA and Cornwell indicator

S Khatir, S Tiachacht, CL Thanh, TQ Bui… - Composite Structures, 2019 - Elsevier
A simple, yet powerful, new technique based on Artificial Neural Network (ANN) combined
with Particle Swarm Optimization (PSO) for damage quantification in laminated composite …

Damage assessment in structures using combination of a modified Cornwell indicator and genetic algorithm

S Tiachacht, A Bouazzouni, S Khatir, MA Wahab… - Engineering …, 2018 - Elsevier
This paper presents a new methodology for damage identification and quantification in two-
and three-dimensional structures. The application of the proposed methodology is …

Damage detection in a cantilever beam using noisy mode shapes with an application of artificial neural network-based improved mode shape curvature technique

SK Gupta, S Das - Asian Journal of Civil Engineering, 2021 - Springer
Experimentally and numerically obtained displacement mode shapes are utilized as input
data to artificial neural networks (ANNs) and mode shape curvature technique. Frequency …

Multiple damage prediction in tubular rectangular beam model using frequency response-based mode shape curvature with back-propagation neural network

SK Gupta, S Das - Russian Journal of Nondestructive Testing, 2023 - Springer
In the civil infrastructure, the structures made up of tubular sections played an important role
due to an economic point of view, lower self-weight, and stability against functional loads …

Multiple damage identification in a beam using artificial neural network-based modified mode shape curvature

SK Gupta, S Das - Arabian Journal for Science and Engineering, 2022 - Springer
In the present work, the existence of multiple damage locations is identified successfully by
using the modified mode shape curvature technique in a cantilever beam. The noisy …

Damage detection in laminated composite plates based on local frequency change ratio indicator

S Khatir, S Tiachacht, C Le Thanh, T Khatir… - Proceedings of the 13th …, 2020 - Springer
This paper presents an application based on Local Frequency Change Ratio (LFCR) for
damage assessment of three-layer (0 o/90 o/0 o) laminated composite plates. The indicator …

[PDF][PDF] 基于改进粒子群算法的层合板损伤定量检测方法

田淑侠, 郝冉, 陈振茂, 秦志辉, 李广棵 - 科学技术与工程, 2024 - stae.com.cn
摘要针对层合板在加工和服役过程中出现的结构损伤问题, 提出基于差分法和改进粒子群算法的
两阶段损伤定量检测方法. 首先, 采用单元弹性模量降低的方法定义了结构损伤单元 …

Experimental acoustic-wavelet method for damage detection on laminated composite structures

M Saadatmorad, RA Jafari-Talookolaei… - … Conference of Steel and …, 2022 - Springer
Since laminated composite structures have many high-speed and lightweight applications,
they are subjected to various damages. Thus, damage detection on laminated composite …

[PDF][PDF] Artificial intelligence for fast crack identification in plate structures

S Khatir - 2020 - biblio.ugent.be
Structural Health Monitoring (SHM) is an effective way to evaluate the state of a structure.
Consequently, it guarantees the safety and efficiency of structures throughout their lives …