A study on the failure mechanisms of carbon fiber/epoxy composite laminates using acoustic emission
PF Liu, JK Chu, YL Liu, JY Zheng - Materials & Design, 2012 - Elsevier
The complex failure mechanisms that are commonly considered as the distinctive
characteristic of composites are being amenable to nondestructive test advance. This …
characteristic of composites are being amenable to nondestructive test advance. This …
Achieving robust damage mode identification of adhesive composite joints for wind turbine blade using acoustic emission and machine learning
D Xu, PF Liu, ZP Chen, JX Leng, L Jiao - Composite Structures, 2020 - Elsevier
Interest in damage mode classification of composite structures by Acoustic Emission (AE)
inspection technique and clustering analysis by machine learning has been increasingly …
inspection technique and clustering analysis by machine learning has been increasingly …
Challenges and limitations in the identification of acoustic emission signature of damage mechanisms in composites materials
N Godin, P Reynaud, G Fantozzi - Applied sciences, 2018 - mdpi.com
Acoustic emission is a part of structural health monitoring (SHM) and prognostic health
management (PHM). This approach is mainly based on the activity rate and acoustic …
management (PHM). This approach is mainly based on the activity rate and acoustic …
Failure strength prediction of glass/epoxy composite laminates from acoustic emission parameters using artificial neural network
CS Kumar, V Arumugam, R Sengottuvelusamy… - Applied Acoustics, 2017 - Elsevier
The ageing effect of glass/epoxy composite laminates exposed to seawater environment for
different periods of time was investigated using acoustic emission (AE) monitoring. The …
different periods of time was investigated using acoustic emission (AE) monitoring. The …
Predicting heat release properties of flammable fiber-polymer laminates using artificial neural networks
Heat release rate is an important fire reaction property used to quantify the flammability of
composite materials in fire. In this study, an artificial neural network (ANN) model was …
composite materials in fire. In this study, an artificial neural network (ANN) model was …
Predicting the tensile strength of single wool fibers using artificial neural network and multiple linear regression models based on acoustic emission
D Lu, W Yu - Textile Research Journal, 2021 - journals.sagepub.com
The acoustic emission (AE) technique is widely used at the present time for almost any kind
of material characterization. The main aim of the present study was to predict the tensile …
of material characterization. The main aim of the present study was to predict the tensile …
Acoustic emission characteristics in deterioration behavior of dam concrete under post-peak cyclic test
This paper presents the analysis of the deterioration in dam concrete by using acoustic
emission (AE). The post-peak cyclic bending tests were carried out. The AE counts and AE …
emission (AE). The post-peak cyclic bending tests were carried out. The AE counts and AE …
Damage pattern recognition and crack propagation prediction for crumb rubber concrete based on acoustic emission techniques
J Sun, X Chen, Z Fu, G Lacidogna - Applied Sciences, 2021 - mdpi.com
In this study, the clustering method of the concrete matrix rupture and rubber fracture
damages as well as the prediction of the ultimate load of crumb rubber concrete using the …
damages as well as the prediction of the ultimate load of crumb rubber concrete using the …
[HTML][HTML] Prediction of impact damage tolerance of drop impacted WGFRP composite by artificial neural network using acoustic emission parameters
P Ramasamy, S Sampathkumar - Composites Part B: Engineering, 2014 - Elsevier
Monitoring of drop impact damage is necessary because it produces invisible damage in
composite materials without any visible mark on the surface. Monitoring of drop impact …
composite materials without any visible mark on the surface. Monitoring of drop impact …
Contribution of AE analysis in order to evaluate time to failure of ceramic matrix composites
N Godin, P Reynaud, G Fantozzi - Engineering Fracture Mechanics, 2019 - Elsevier
The paper presents an empirical approach to obtain the Remaining Useful Lifetime (RUL) or
Time To Failure (TTF) using mechanical parameters or Acoustic Emission (AE) of Ceramic …
Time To Failure (TTF) using mechanical parameters or Acoustic Emission (AE) of Ceramic …