Quantitative Damage Monitoring of Filament Wound Composites by Using Machine Learning-Based Techniques

Investigation of energy absorption capacity of 3D filament wound composite tubes: experimental evaluation, numerical simulation, and acoustic emission monitoring

(2023) Sajad Alimirzaei et al.   MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

Damage mechanism characterization of ±35° and ±55° FW composite tubes using acoustic emission method

(2022) Sajad Alimirzaei et al.   INTERNATIONAL JOURNAL OF DAMAGE MECHANICS

Experimental investigation on multi-layered filament wound basalt/E-glass hybrid fiber composite tubes

(2022) K Thirumavalavan et al.   Materials Research Express

Stochastic, probabilistic and reliability analyses of internally-pressurised filament wound composite tubes using artificial neural network metamodels

(2022) Masoume Azizian et al.   Materials Today Communications

Image-based dataset of artifact surfaces fabricated by additive manufacturing with applications in machine learning

(2022) Jiaqi Lyu et al.   Data in Brief

A generalizable and interpretable deep learning model to improve the prediction accuracy of strain fields in grid composites

(2022) Donggeun Park et al.   MATERIALS & DESIGN

Damage Analysis of Composite CFRP Tubes Using Acoustic Emission Monitoring and Pattern Recognition Approach

(2021) Michal Šofer et al.   Materials

Advanced deep learning model-based impact characterization method for composite laminates

(2021) Kyung-Chae Jung et al.   COMPOSITES SCIENCE AND TECHNOLOGY

A combined finite element and hierarchical Deep learning approach for structural health monitoring: Test on a pin-joint composite truss structure

(2021) Panagiotis Seventekidis et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage imaging in skin-stringer composite aircraft panel by ultrasonic-guided waves using deep learning with convolutional neural network

(2021) Ranting Cui et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Damage characterization of laminated composites using acoustic emission: A review

(2020) Milad Saeedifar et al.   COMPOSITES PART B-ENGINEERING

Investigation and identification of damage mechanisms of unidirectional carbon/flax hybrid composites using acoustic emission

(2019) Mariem Ben Ameur et al.   ENGINEERING FRACTURE MECHANICS

Three point bending test of glass/epoxy composite health monitoring by acoustic emission

(2019) Nima Beheshtizadeh et al.   Alexandria Engineering Journal

Clustering of interlaminar and intralaminar damages in laminated composites under indentation loading using Acoustic Emission

(2018) Milad Saeedifar et al.   COMPOSITES PART B-ENGINEERING

Deep Learning-Based Damage, Load and Support Identification for a Composite Pipeline by Extracting Modal Macro Strains from Dynamic Excitations

(2018) Ying Zhao et al.   Applied Sciences-Basel

Detection of fibre fracture and ply fragmentation in thin-ply UD carbon/glass hybrid laminates using acoustic emission

(2016) Mohamad Fotouhi et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Acoustic emission analysis of composite pressure vessels under constant and cyclic pressure

(2015) H.Y. Chou et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Acoustic Emission Characterisation of Failure Modes in Hemp/Epoxy and Glass/Epoxy Composite Laminates

(2015) C. Suresh Kumar et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

High-strain-rate impact in Kevlar-woven composites and fracture analysis using acoustic emission

(2014) Sung-Choong Woo et al.   COMPOSITES PART B-ENGINEERING

Acoustic emission characterization of the temperature effect on falling weight impact damage in carbon/epoxy laminates

(2013) R. Boominathan et al.   COMPOSITES PART B-ENGINEERING

A study on the failure mechanisms of carbon fiber/epoxy composite laminates using acoustic emission

(2011) P.F. Liu et al.   MATERIALS & DESIGN

On acoustic emission for failure investigation in CFRP: Pattern recognition and peak frequency analyses

(2010) R. Gutkin et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel analytical approach for the buckling analysis of moderately thick functionally graded rectangular plates with two simply-supported opposite edges

(2010) M Mohammadi et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE