Damage monitoring of pultruded GFRP composites using wavelet transform of vibration signals

Machine learning methods for damage detection of thermoplastic composite pipes under noise conditions

(2022) Xingxian Bao et al.   OCEAN ENGINEERING

Fingerprinting based data abstraction technique for remaining useful life estimation in a multi-stage gearbox

(2021) Hemanth Mithun Praveen et al.   MEASUREMENT

Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds

(2021) Vamsi Inturi et al.   NEURAL PROCESSING LETTERS

A methodology for sensor number and placement optimization for vibration-based damage detection of composite structures under model uncertainty

(2021) Haichao An et al.   COMPOSITE STRUCTURES

Bearing Fault Severity Analysis on A Multi-stage Gearbox Subjected to Fluctuating Speeds

(2020) Vamsi Inturi et al.   EXPERIMENTAL TECHNIQUES

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

(2020) America Califano et al.   APPLIED COMPOSITE MATERIALS

Latest developments in gear defect diagnosis and prognosis: A review

(2020) Anil Kumar et al.   MEASUREMENT

Fault diagnosis of rolling bearing of wind turbines based on the Variational Mode Decomposition and Deep Convolutional Neural Networks

(2020) Zifei Xu et al.   APPLIED SOFT COMPUTING

Discrete wavelet transform based data representation in deep neural network for gait abnormality detection

(2020) Jayeeta Chakraborty et al.   Biomedical Signal Processing and Control

Failure analysis of AA8011-pultruded GFRP adhesively bonded similar and dissimilar joints

(2019) Nithin Simha Reddy et al.   INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES

Integrated condition monitoring scheme for bearing fault diagnosis of a wind turbine gearbox

(2019) Vamsi Inturi et al.   JOURNAL OF VIBRATION AND CONTROL

A Deep Convolutional Neural Networks Model for Intelligent Fault Diagnosis of a Gearbox under Different Operational Conditions

(2019) Guangqi Qiu et al.   MEASUREMENT

Comparison of condition monitoring techniques in assessing fault severity for a wind turbine gearbox under non-stationary loading

(2019) Inturi Vamsi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2019) Milad Saeedifar et al.   COMPOSITE STRUCTURES

Strain based method for monitoring the health state of composite structures

(2019) Luigi Grassia et al.   COMPOSITES PART B-ENGINEERING

In-flight and wireless damage detection in a UAV composite wing using fiber optic sensors and strain field pattern recognition

(2019) Joham Alvarez-Montoya et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Guided wave SHM system for damage detection in complex composite structure

(2019) A. De Luca et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

Artificial intelligence for fault diagnosis of rotating machinery: A review

(2018) Ruonan Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

Anomaly detection and fault analysis of wind turbine components based on deep learning network

(2018) Hongshan Zhao et al.   RENEWABLE ENERGY

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

Oscillatory behavior-based wavelet decomposition for the monitoring of bearing condition in centrifugal pumps

(2017) Anil Kumar et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART J-JOURNAL OF ENGINEERING TRIBOLOGY

A novel vibration based non-destructive testing for predicting glass fibre/matrix volume fraction in composites using a neural network model

(2016) N.I.E. Farhana et al.   COMPOSITE STRUCTURES

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

(2016) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Vibration-based delamination diagnosis and modelling for composite laminate plates

(2015) D. Garcia et al.   COMPOSITE STRUCTURES

The fault feature extraction and classification of gear using principal component analysis and kernel principal component analysis based on the wavelet packet transform

(2014) Renping Shao 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

Exploiting sound signals for fault diagnosis of bearings using decision tree

(2012) M. Amarnath et al.   MEASUREMENT

Surface Crack Detection for Carbon Fiber Reinforced Plastic (CFRP) Materials Using Pulsed Eddy Current Thermography

(2011) Liang Cheng et al.   IEEE SENSORS JOURNAL

Structural health monitoring techniques for aircraft composite structures

(2010) K. Diamanti et al.   PROGRESS IN AEROSPACE SCIENCES