A deep learning method for damage prognostics of fiber-reinforced composite laminates using acoustic emission

Dynamic feature evaluation on streaming acoustic emission data for adhesively bonded joints for composite wind turbine blade

(2021) Dong Xu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Acoustic emission study of effect of fiber weaving on properties of fiber-resin composite materials

(2020) Yuan Mi et al.   COMPOSITE STRUCTURES

Remaining Useful Strength (RUS) Prediction of SiCf-SiCm Composite Materials Using Deep Learning and Acoustic Emission

(2020) Steph-Yves M. Louis et al.   Applied Sciences-Basel

Damage characterization of laminated composites using acoustic emission: A review

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

Predicting the tensile strength of single wool fibers using artificial neural network and multiple linear regression models based on acoustic emission

(2020) Di Lu et al.   TEXTILE RESEARCH JOURNAL

1D convolutional neural networks and applications: A survey

(2020) Serkan Kiranyaz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Acoustic emission based prediction of local stress exposure

(2019) Markus G.R. Sause et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Deep neural network method for predicting the mechanical properties of composites

(2019) Sang Ye et al.   APPLIED PHYSICS LETTERS

Using passive and active acoustic methods for impact damage assessment of composite structures

(2019) Milad Saeedifar et al.   COMPOSITE STRUCTURES

A review of acoustic emission as indicator of reinforcement effectiveness in concrete and cementitious composites

(2019) Eleni Tsangouri et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental study of shear properties of 3D woven composite using digital image correlation and acoustic emission

(2019) E. M. Strungar et al.   ACTA MECHANICA SINICA

Damage characterization in composite materials using acoustic emission signal-based and parameter-based data

(2019) Claudia Barile et al.   COMPOSITES PART B-ENGINEERING

A novel feature representation method based on original waveforms for acoustic emission signals

(2019) Zhensheng Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Acoustic emission monitoring of damage progression in Glass/Epoxy composites during static and fatigue tensile tests

(2018) Walid Roundi et al.   APPLIED ACOUSTICS

Cluster analysis of acoustic emission signals and deformation measurement for delaminated glass fiber epoxy composites

(2018) Wei Zhou et al.   COMPOSITE STRUCTURES

Multi-instrument in-situ damage monitoring in quasi-isotropic CFRP laminates under tension

(2018) Fatih E. Oz et al.   COMPOSITE STRUCTURES

Influence of damage accumulation under fatigue loading on the AE-based health assessment of composite materials: Wave distortion and AE-features evolution as a function of damage level

(2018) M. Kharrat et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Acoustic emission for interlaminar toughness testing of CFRP: Evaluation of the crack growth due to burst analysis

(2018) Fabian Lissek et al.   COMPOSITES PART B-ENGINEERING

Acoustic emission detection of damage induced by simulated environmental conditioning in carbon fiber reinforced composites

(2018) Dionysios E. Mouzakis et al.   ENGINEERING FRACTURE MECHANICS

Damage monitoring of three-point bending concrete specimens by acoustic emission and natural frequency analysis

(2018) Giuseppe Lacidogna et al.   ENGINEERING FRACTURE MECHANICS

A new qualitative acoustic emission parameter based on Shannon’s entropy for damage monitoring

(2018) Mengyu Chai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage mode identification in transverse crack tension specimens using acoustic emission and correlation with finite element progressive damage model

(2018) Fatih E. Oz et al.   COMPOSITES PART B-ENGINEERING

Damage assessment studies in CFRP composite laminate with cut-out subjected to in-plane shear loading

(2018) Naresh Reddy Kolanu et al.   COMPOSITES PART B-ENGINEERING

The fatigue failure study of repaired aluminum plates by composite patches using Acoustic Emission

(2017) Abdullah Maleki et al.   ENGINEERING FRACTURE MECHANICS

On acoustic emission for damage detection and failure prediction in fiber reinforced polymer rods using pattern recognition analysis

(2017) Mohammadhadi Shateri et al.   Smart Materials and Structures

Prediction of quasi-static delamination onset and growth in laminated composites by acoustic emission

(2016) Milad Saeedifar et al.   COMPOSITES PART B-ENGINEERING

Failure prediction and reliability analysis of ferrocement composite structures by incorporating machine learning into acoustic emission monitoring technique

(2016) Arash Behnia et al.   CONSTRUCTION AND BUILDING MATERIALS

Cracking and crackling in concrete-like materials: A dynamic energy balance

(2016) A. Carpinteri et al.   ENGINEERING FRACTURE MECHANICS

ANN-based prediction of ultimate strength of carbon/epoxy tensile specimen using acoustic emission RMS data

(2016) Kalidasan Krishnamoorthy et al.   INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY

Progress and trends in nondestructive testing and evaluation for wind turbine composite blade

(2016) Ruizhen Yang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Correlation of acoustic emission with optically observed damage in a glass/epoxy woven laminate under tensile loading

(2015) Li Li et al.   COMPOSITE STRUCTURES

Damage classification in carbon fibre composites using acoustic emission: A comparison of three techniques

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

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

Classification of acoustic emission data from buckling test of carbon fibre panel using unsupervised clustering techniques

(2014) Safaa Kh Al-Jumaili et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Detecting and locating damage initiation and progression in full-scale sandwich composite fuselage panels using acoustic emission

(2012) Frank A Leone et al.   JOURNAL OF COMPOSITE MATERIALS

Unsupervised acoustic emission data clustering for the analysis of damage mechanisms in glass/polyester composites

(2012) Amir Refahi Oskouei et al.   MATERIALS & DESIGN

Acoustic structural health monitoring of composite materials : Damage identification and evaluation in cross ply laminates using acoustic emission and ultrasonics

(2011) D.G. Aggelis et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Feature extraction of AE characteristics in offshore structure model using Hilbert–Huang transform

(2010) Li Lin et al.   MEASUREMENT

Using acoustic emission to assess shear strength degradation in FRP composites due to constant and variable amplitude fatigue loading

(2007) Theodore P. Philippidis et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Acoustic emission based fatigue failure criterion for CFRP

(2007) R UNNTHORSSON et al.   INTERNATIONAL JOURNAL OF FATIGUE