Autonomous Assessment of Delamination Using Scarce Raw Structural Vibration and Transfer Learning

Polymer composite materials : A comprehensive review

(2021) Rachid Hsissou et al.   COMPOSITE STRUCTURES

Detection of impact on aircraft composite structure using machine learning techniques

(2021) Li Ai et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Making costly manufacturing smart with transfer learning under limited data: A case study on composites autoclave processing

(2021) Milad Ramezankhani et al.   JOURNAL OF MANUFACTURING SYSTEMS

Detection and Quantification of Delamination Failures in Marine Composite Bulkheads via Vibration Energy Variations

(2021) Cristobal Garcia et al.   SENSORS

Distribution adaptation deep transfer learning method for cross-structure health monitoring using guided waves

(2021) Bin Zhang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Review of Vibration-Based Structural Health Monitoring Using Deep Learning

(2020) Gyungmin Toh et al.   Applied Sciences-Basel

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Bearing Fault Diagnosis of Induction Motors Using a Genetic Algorithm and Machine Learning Classifiers

(2020) Rafia Nishat Toma et al.   SENSORS

A Reliable Fault Diagnosis Method for a Gearbox System with Varying Rotational Speeds

(2020) Cong Dai Nguyen et al.   SENSORS

Transfer Learning from Deep Neural Networks for Predicting Student Performance

(2020) Maria Tsiakmaki et al.   Applied Sciences-Basel

Non-destructive testing and evaluation of composite materials/structures: A state-of-the-art review

(2020) Bing Wang et al.   Advances in Mechanical Engineering

Damage characterization of laminated composites using acoustic emission: A review

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

A Deep Adversarial Transfer Learning Network for Machinery Emerging Fault Detection

(2020) Jipu Li et al.   IEEE SENSORS JOURNAL

Vibrational detection of delamination in composites using a combined finite element analysis and machine learning approach

(2020) Eric W. Jacobs et al.   JOURNAL OF APPLIED PHYSICS

A systematic review of deep transfer learning for machinery fault diagnosis

(2020) Chuan Li et al.   NEUROCOMPUTING

A comparison of machine learning algorithms for assessment of delamination in fiber-reinforced polymer composite beams

(2020) Mengyue He et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

A State-of-the-Art Survey on Deep Learning Theory and Architectures

(2019) Md Zahangir Alom et al.   Electronics

Triboelectric sensor as a dual system for impact monitoring and prediction of the damage in composite structures

(2019) Cristobal Garcia et al.   Nano Energy

An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings

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

Synchroextracting transform: the theory analysis and comparisons with the synchrosqueezing transform

(2019) Zhen Li et al.   SIGNAL PROCESSING

A Convolutional Neural Network for Impact Detection and Characterization of Complex Composite Structures

(2019) Iuliana Tabian et al.   SENSORS

Composite Laminate Delamination Simulation and Experiment: A Review of Recent Development

(2018) Ala Tabiei et al.   Applied Mechanics Reviews

Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning

(2018) Pei Cao et al.   IEEE Access

Structural vibration-based classification and prediction of delamination in smart composite laminates using deep learning neural network

(2018) Asif Khan et al.   COMPOSITES PART B-ENGINEERING

A pattern recognition system based on acoustic signals for fault detection on composite materials

(2017) Ronald Julian O'Brien et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Synchroextracting Transform

(2017) Gang Yu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Transfer Learning With Neural Networks for Bearing Fault Diagnosis in Changing Working Conditions

(2017) Ran Zhang et al.   IEEE Access

Effect of Delamination on Static and Dynamic Behavior of Laminated Composite Plate

(2016) Sushree S. Sahoo et al.   AIAA JOURNAL

Modeling of a partially debonded piezoelectric actuator in smart composite laminates

(2015) Bin Huang et al.   Smart Materials and Structures

PCA-based damage classification of delaminated smart composite structures using improved layerwise theory

(2014) Bin Huang et al.   COMPUTERS & STRUCTURES

Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier

(2013) Changqing Shen et al.   MEASUREMENT

Intelligent health monitoring of aerospace composite structures based on dynamic strain measurements

(2012) T.H. Loutas et al.   EXPERT SYSTEMS WITH APPLICATIONS