Fatigue modeling using neural networks: A comprehensive review

J Chen, Y Liu - Fatigue & Fracture of Engineering Materials & …, 2022 - Wiley Online Library
Neural network (NN) models have significantly impacted fatigue‐related engineering
communities and are expected to increase rapidly due to the recent advancements in …

Review on the performance improvements and non-destructive testing of patches repaired composites

W Zhou, X Ji, S Yang, J Liu, L Ma - Composite Structures, 2021 - Elsevier
The composites patch is an effective method to repair metal and composite parts while
keeping the weight of repaired structures almost constant. This review focuses on the …

Strength prediction of a steel pipe having a hemi-ellipsoidal corrosion defect repaired by GFRP composite patch using artificial neural network

AO Brahim, I Belaidi, S Khatir, C Le Thanh, S Mirjalili… - Composite …, 2023 - Elsevier
Local stress concentration occurs when faults are present in pipelines under pressure. An
example of such defects is the problem of corrosion caused by the environment in the field of …

Using acoustic emission to understand fatigue crack growth within a single load cycle

JA Pascoe, DS Zarouchas, RC Alderliesten… - Engineering Fracture …, 2018 - Elsevier
Current methods for prediction of fatigue crack growth are based on empirical correlations
which do not take the crack growth behaviour within a single cycle into account. To improve …

Acoustic emission of composites structures: story, success, and challenges

F Dahmene, S Yaacoubi, MEL Mountassir - Physics Procedia, 2015 - Elsevier
This short paper is devoted to Acoustic Emission (AE) Nondestructive Testing. It's focused on
the state-of-the-art of its application on composites, from the 1960's until now. The major …

Nondestructive health monitoring techniques for composite materials: A review

M Senthilkumar, TG Sreekanth… - Polymers and …, 2021 - journals.sagepub.com
Structural health monitoring is the process of acquisition and analyzing technical data
obtained from structures to determine the present condition of the structure and residual life …

Damage detection in composites using non-destructive testing aided by ANN technique: A review

N Saha, P Roy, P Topdar - Journal of Thermoplastic …, 2023 - journals.sagepub.com
Damages are inevitable in structures and effective damage detection techniques are
important for maintaining their health. Many weight-sensitive engineering applications use …

Analysis of the damage mechanisms in mixed-mode delamination of laminated composites using acoustic emission data clustering

M Fotouhi, S Sadeghi, M Jalalvand… - Journal of …, 2017 - journals.sagepub.com
In this study, acoustic emission (AE) technique is used to investigate different time-to-failure
mechanisms of delamination in glass/epoxy composite laminates. Woven and unidirectional …

Properties of calcium sulfoaluminate cement made ultra-high performance concrete: Tensile performance, acoustic emission monitoring of damage evolution and …

JY Wang, ZZ Chen, K Wu - Construction and Building Materials, 2019 - Elsevier
The properties of early age strength ultra-high performance concrete (ES-UHPC) made with
calcium sulfoaluminate (CSA) cement, including tensile performance, damage evolution …

The fatigue failure study of repaired aluminum plates by composite patches using acoustic emission

A Maleki, M Saeedifar, MA Najafabadi… - Engineering Fracture …, 2019 - Elsevier
The aim of this study is to investigate the failure of cracked aluminum plates repaired by one-
side composite patches under fatigue loading using Acoustic Emission (AE) and …