A Data-Driven Damage Identification Framework Based on Transmissibility Function Datasets and One-Dimensional Convolutional Neural Networks: Verification on a Structural Health Monitoring Benchmark Structure

Classification of Micro-Damage in Piezoelectric Ceramics Using Machine Learning of Ultrasound Signals

(2019) Gaurav Tripathi et al.   SENSORS

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Time-Frequency-Based Data-Driven Structural Diagnosis and Damage Detection for Cable-Stayed Bridges

(2018) Hong Pan et al.   Journal of Bridge Engineering

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data

(2018) Osama Abdeljaber et al.   NEUROCOMPUTING

A robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves

(2018) Sergio Cantero-Chinchilla et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection

(2017) Guoqing Gui et al.   KSCE Journal of Civil Engineering

Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks

(2017) Min Meng et al.   NEUROCOMPUTING

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

(2017) Wei Zhang et al.   SENSORS

Hierarchical Wavelet-Aided Neural Intelligent Identification of Structural Damage in Noisy Conditions

(2017) Mao-Sen Cao et al.   Applied Sciences-Basel

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Convolutional Neural Network Based Fault Detection for Rotating Machinery

(2016) Olivier Janssens et al.   JOURNAL OF SOUND AND VIBRATION

Time-frequency atoms-driven support vector machine method for bearings incipient fault diagnosis

(2016) Ruonan Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage Detection Based on Transmissibility of a Vehicle and Bridge Coupled System

(2015) X. Kong et al.   JOURNAL OF ENGINEERING MECHANICS

Damage detection of metro tunnel structure through transmissibility function and cross correlation analysis using local excitation and measurement

(2015) Lei Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Neural network ensemble-based parameter sensitivity analysis in civil engineering systems

(2015) M. S. Cao et al.   NEURAL COMPUTING & APPLICATIONS

Damage Detection Based on Transmissibility of a Vehicle and Bridge Coupled System

(2015) X. Kong et al.   JOURNAL OF ENGINEERING MECHANICS

Damage detection using data-driven methods applied to moving-load responses

(2013) Filipe Cavadas et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A study of two unsupervised data driven statistical methodologies for detecting and classifying damages in structural health monitoring

(2013) D.-A. Tibaduiza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Automatic Defect Classification in Ultrasonic NDT Using Artificial Intelligence

(2010) S. Sambath et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Damage diagnosis under environmental and operational variations using unsupervised support vector machine

(2009) Chang Kook Oh et al.   JOURNAL OF SOUND AND VIBRATION

An operational modal analysis approach based on parametrically identified multivariable transmissibilities

(2009) Christof Devriendt et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Improved hybrid wavelet neural network methodology for time-varying behavior prediction of engineering structures

(2009) Maosen Cao et al.   NEURAL COMPUTING & APPLICATIONS

Identification of modal parameters from transmissibility measurements

(2008) Christof Devriendt et al.   JOURNAL OF SOUND AND VIBRATION

Operational modal analysis in the presence of harmonic excitations by the use of transmissibility measurements

(2008) Christof Devriendt et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fibre Bragg gratings in structural health monitoring—Present status and applications

(2008) Mousumi Majumder et al.   SENSORS AND ACTUATORS A-PHYSICAL

Crack detection in beam-like structures using genetic algorithms

(2007) Mohammad-Taghi Vakil-Baghmisheh et al.   APPLIED SOFT COMPUTING