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

Automated Defect Detection in Non-planar Objects Using Deep Learning Algorithms

(2022) Yuntao Tao et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Automated classification of thermal defects in the building envelope using thermal and visible images

(2022) Changmin Kim et al.   Quantitative InfraRed Thermography Journal

On the use of pulsed thermography signal reconstruction based on linear support vector regression for carbon fiber reinforced polymer inspection

(2022) J. Fleuret et al.   Quantitative InfraRed Thermography Journal

Optimal location of acoustic emission sensors for detecting rail damage

(2022) Tamal Kundu et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-STRUCTURES AND BUILDINGS

Multi-label classification algorithms for composite materials under infrared thermography testing

(2022) Muflih Alhammad et al.   Quantitative InfraRed Thermography Journal

Manufacturing Defects in Thermoplastic Composite Pipes and Their Effect on the in-situ Performance of Thermoplastic Composite Pipes in Oil and Gas Applications

(2022) Obinna Okolie et al.   APPLIED COMPOSITE MATERIALS

An experimental study on the evaluation of temperature uniformity on the surface of a blackbody using infrared cameras

(2021) S.T. Yoon et al.   Quantitative InfraRed Thermography Journal

Impact Behavior of Carbon Fiber/Epoxy Composites and Fiber Metal Laminates with Open Holes

(2021) Carlos Rubio-González et al.   FIBERS AND POLYMERS

Effect of in-plane fiber waviness defects on the compressive properties of quasi-isotropic thermoplastic composites

(2021) R.D.R. Sitohang et al.   COMPOSITE STRUCTURES

Usefulness of bioelectrical impedance analysis and ECW ratio as a guidance for fluid management in critically ill patients after operation

(2021) Yoon Ji Chung et al.   Scientific Reports

Damage mechanism identification in composites via machine learning and acoustic emission

(2021) C. Muir et al.   npj Computational Materials

Theoretical basics of radiant heat transfer – practical examples of calculation for the infrared (IR) used in infrared thermography measurements

(2020) Waldemar Minkina   Quantitative InfraRed Thermography Journal

Damage Detection in Composites By Artificial Neural Networks Trained By Using in Situ Distributed Strains

(2020) America Califano et al.   APPLIED COMPOSITE MATERIALS

Structural health monitoring of timber structures – Review of available methods and case studies

(2020) Pedro Palma et al.   CONSTRUCTION AND BUILDING MATERIALS

Neural network-based damage identification in composite laminated plates using frequency shifts

(2020) Guilherme Antonio Oliver et al.   NEURAL COMPUTING & APPLICATIONS

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

(2020) Roumaissa Zenzen et al.   COMPOSITE STRUCTURES

Defect shape detection and defect reconstruction in active thermography by means of two-dimensional convolutional neural network as well as spatiotemporal convolutional LSTM network

(2020) David Müller et al.   Quantitative InfraRed Thermography Journal

Efficient Artificial neural networks based on a hybrid metaheuristic optimization algorithm for damage detection in laminated composite structures

(2020) H. Tran-Ngoc et al.   COMPOSITE STRUCTURES

Sulforaphene induces apoptosis and inhibits the invasion of esophageal cancer cells through MSK2/CREB/Bcl-2 and cadherin pathway in vivo and in vitro

(2019) Chengjuan Zhang et al.   Cancer Cell International

Inspection of defects of composite materials in inner cylindrical surfaces using endoscopic shearography

(2018) Fabiano Jorge Macedo et al.   OPTICS AND LASERS IN ENGINEERING

The State-of-the-Art on Framework of Vibration-Based Structural Damage Identification for Decision Making

(2017) et al.   Applied Sciences-Basel

Non-destructive investigation of thermoplastic reinforced composites

(2016) Ahmed Arabi Hassen et al.   COMPOSITES PART B-ENGINEERING

Low velocity impact response of composites and fiber metal laminates with open holes

(2016) C Rubio-González et al.   JOURNAL OF COMPOSITE MATERIALS

Acoustic emission detection and prediction of fatigue crack propagation in composite patch repairs using neural network

(2016) A Chukwujekwu Okafor et al.   JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS

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

(2016) Mohamad Fotouhi et al.   JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS

Damage identification in aircraft composite structures: A case study using various non-destructive testing techniques

(2015) Andrzej Katunin et al.   COMPOSITE STRUCTURES

Mechanical damage characterization of glass fiber-reinforced polymer laminates by ultrasonic maps

(2015) Walid Harizi et al.   COMPOSITES PART B-ENGINEERING

Non-destructive assessment of the fatigue strength and damage progression of satin woven fiber reinforced polymer matrix composites

(2015) John Montesano et al.   COMPOSITES PART B-ENGINEERING

Localisation and identification of fatigue matrix cracking and delamination in a carbon fibre panel by acoustic emission

(2015) Davide Crivelli et al.   COMPOSITES PART B-ENGINEERING

Nondestructive Damage Assessment of Composite Structures Based on Wavelet Analysis of Modal Curvatures: State-of-the-Art Review and Description of Wavelet-Based Damage Assessment Benchmark

(2015) Andrzej Katunin   SHOCK AND VIBRATION

Acoustic emission source localization by artificial neural networks

(2015) Sinan Kalafat et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural damage localisation by acoustic emission technique: A state of the art review

(2015) Sanjay Sengupta et al.   Latin American Journal of Solids and Structures

Prediction of impact damage tolerance of drop impacted WGFRP composite by artificial neural network using acoustic emission parameters

(2014) P. Ramasamy et al.   COMPOSITES PART B-ENGINEERING

Acoustic emission-based study to characterize the initiation of delamination in composite materials

(2014) Mohamad Fotouhi et al.   JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS

Monitoring of jute/hemp fiber hybrid laminates by nondestructive testing techniques

(2014) Stefano Sfarra et al.   SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS

Vibration-based inverse algorithms for detection of delamination in composites

(2013) Zhifang Zhang et al.   COMPOSITE STRUCTURES

Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks

(2013) Pierre Selva et al.   ENGINEERING STRUCTURES

A novel model to predict the fatigue life of thermoplastic nanocomposites

(2013) MM Shokrieh et al.   JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS

Acoustic source localization

(2013) Tribikram Kundu   ULTRASONICS

Condition monitoring of delamination during drilling of GFRP composites using the acoustic emission technique – a neural network model

(2011) J Sudha et al.   INSIGHT

Thermal Impact Behavior of Glass-Epoxy-Laminated Composite Plates

(2011) M. Aktaş et al.   JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS

Computationally efficient delamination detection in composite beams using Haar wavelets

(2011) H. Hein et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Using Artificial Neural Networks to Predict the Fatigue Life of Different Composite Materials Including the Stress Ratio Effect

(2010) Mohamed Al-Assadi et al.   APPLIED COMPOSITE MATERIALS

Void formation in composite prepregs – Effect of dissolved moisture

(2010) L.K. Grunenfelder et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Quantitative determination of subsurface defects in a reference specimen made of Plexiglas by means of lock-in and pulse phase infrared thermography

(2010) Roberto Montanini   INFRARED PHYSICS & TECHNOLOGY

Comparing infrared thermography and ESPI for NDE of aircraft composites

(2010) D Findeis et al.   INSIGHT

Ultimate Strength Prediction of Carbon/Epoxy Tensile Specimens from Acoustic Emission Data

(2010) V. Arumugam et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Evaluation of Delamination Damage on Composite Plates using an Artificial Neural Network for the Radiographic Image Analysis

(2009) Victor Hugo C. De Albuquerque et al.   JOURNAL OF COMPOSITE MATERIALS

NDT&E using shearography with impulsive thermal stressing and clustering phase extraction

(2009) Y.H. Huang et al.   OPTICS AND LASERS IN ENGINEERING

Health monitoring of aerospace composite structures – Active and passive approach

(2008) W.J. Staszewski et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Artificial neural network a tool for predicting failure strength of composite tensile coupons using acoustic emission technique

(2008) S. Rajendraboopathy et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Processing of fibre reinforced thermoplastic composites

(2008) U. K. Vaidya et al.   INTERNATIONAL MATERIALS REVIEWS

Strain-based Structural Health Monitoring of Complex Composite Structures

(2008) Ajay Kesavan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL