A modified transmissibility indicator and Artificial Neural Network for damage identification and quantification in laminated composite structures
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 identification of engineering structures based on modal analysis. This paper …
Damage assessment in composite laminates using ANN-PSO-IGA and Cornwell indicator
A simple, yet powerful, new technique based on Artificial Neural Network (ANN) combined
with Particle Swarm Optimization (PSO) for damage quantification in laminated composite …
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
This paper presents a new methodology for damage identification and quantification in two-
and three-dimensional structures. The application of the proposed methodology is …
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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
Consequently, it guarantees the safety and efficiency of structures throughout their lives …