Standout Papers
Citation Impact
Citing Papers
Adaptive Parameter Identification Based on Morlet Wavelet and Application in Gearbox Fault Feature Detection
2010
Fault diagnosis of partial rub and looseness in rotating machinery using Hilbert-Huang transform
2008
Detection of inappropriate working conditions for the timing belt in internal-combustion engines using vibration signals and data mining
2016
The design of a new sparsogram for fast bearing fault diagnosis: Part 1 of the two related manuscripts that have a joint title as “Two automatic vibration-based fault diagnostic methods using the novel sparsity measurement – Parts 1 and 2”
2013
Rolling bearing fault diagnosis under variable conditions using LMD-SVD and extreme learning machine
2015
A review on empirical mode decomposition in fault diagnosis of rotating machinery
2012 Standout
The envelope order spectrum based on generalized demodulation time–frequency analysis and its application to gear fault diagnosis
2009
Digital Twin for rotating machinery fault diagnosis in smart manufacturing
2018 Standout
A Comparative Study on the Local Mean Decomposition and Empirical Mode Decomposition and Their Applications to Rotating Machinery Health Diagnosis
2010
A hybrid approach to bearing defect diagnosis in rotary machines
2012
Multiwavelet transform and its applications in mechanical fault diagnosis – A review
2013
Energy-Based Feature Extraction for Defect Diagnosis in Rotary Machines
2009
Incipient fault information determination for rolling element bearing based on synchronous averaging reassigned wavelet scalogram
2014
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
Empirical mode decomposition, an adaptive approach for interpreting shaft vibratory signals of large rotating machinery
2008
Mechanical fault diagnosis based on redundant second generation wavelet packet transform, neighborhood rough set and support vector machine
2011
Sifting process of EMD and its application in rolling element bearing fault diagnosis
2009
Functional Nucleic Acid Sensors
2009 Standout
Health Monitoring of Cooling Fans Based on Mahalanobis Distance With mRMR Feature Selection
2012
Application of an intelligent classification method to mechanical fault diagnosis
2009
Support vector machine based optimization of multi-fault classification of gears with evolutionary algorithms from time–frequency vibration data
2014
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators
2017 Standout
Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications
2013 Standout
Crack detection in a rotating shaft using artificial neural networks and PSD characterisation
2013
A lean model for performance assessment of machinery using second generation wavelet packet transform and Fisher criterion
2009
A novel method for intelligent fault diagnosis of rolling bearings using ensemble deep auto-encoders
2017 Standout
Envelope calculation of the multi-component signal and its application to the deterministic component cancellation in bearing fault diagnosis
2014
A Fusion Feature Extraction Method Using EEMD and Correlation Coefficient Analysis for Bearing Fault Diagnosis
2018
Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform
2009
Diagnostics of mechanical and electrical faults in induction motors using wavelet-based features of vibration and current through support vector machine algorithms for various operating conditions
2019
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
EMD-based extraction of modulated cavitation noise
2010
A Resonance Demodulation Method Based on Harmonic Wavelet Transform for Rolling Bearing Fault Diagnosis
2009
Prognostics and Health Management: A Review on Data Driven Approaches
2015
A multidimensional hybrid intelligent method for gear fault diagnosis
2009
Recent applications of big data analytics in railway transportation systems: A survey
2018 Standout
Use of autocorrelation of wavelet coefficients for fault diagnosis
2009
Robust health evaluation of gearbox subject to tooth failure with wavelet decomposition
2009
Multiscale slope feature extraction for rotating machinery fault diagnosis using wavelet analysis
2012
A gearbox fault diagnosis scheme based on near-field acoustic holography and spatial distribution features of sound field
2013
Hydrogen energy systems: A critical review of technologies, applications, trends and challenges
2021 Standout
A PEAK ENERGY CRITERION (P. E.) FOR THE SELECTION OF RESONANCE BANDS IN COMPLEX SHIFTED MORLET WAVELET (CSMW) BASED DEMODULATION OF DEFECTIVE ROLLING ELEMENT BEARINGS VIBRATION RESPONSE
2009
Automated diagnosis of rolling bearings using MRA and neural networks
2009
An expert system for fault diagnosis in internal combustion engines using probability neural network
2007
A review on machinery diagnostics and prognostics implementing condition-based maintenance
2005 Standout
Compound rub malfunctions feature extraction based on full-spectrum cascade analysis and SVM
2005
Rolling element bearing faults diagnosis based on autocorrelation of optimized: wavelet de-noising technique
2008
Faulty bearing signal recovery from large noise using a hybrid method based on spectral kurtosis and ensemble empirical mode decomposition
2012
Matching pursuit of an adaptive impulse dictionary for bearing fault diagnosis
2014
Novel method for rolling element bearing health assessment—A tachometer-less synchronously averaged envelope feature extraction technique
2012
Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification
2013
Time-series methods for fault detection and identification in vibrating structures
2006
Condition monitoring of wind turbines: Techniques and methods
2012 Standout
Automatic fault feature extraction of mechanical anomaly on induction motor bearing using ensemble super-wavelet transform
2014
Bearing condition monitoring based on shock pulse method and improved redundant lifting scheme
2008
Rolling element bearing fault detection using PPCA and spectral kurtosis
2015
A comparison study of improved Hilbert–Huang transform and wavelet transform: Application to fault diagnosis for rolling bearing
2004
Physics-Based Foundation for Empirical Mode Decomposition
2009
A roller bearing fault diagnosis method based on EMD energy entropy and ANN
2005
Monitoring gear vibrations through motor current signature analysis and wavelet transform
2004
Rolling element bearing diagnostics—A tutorial
2010 Standout
Detection and diagnosis of bearing faults using shift-invariant dictionary learning and hidden Markov model
2015
Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review
2017 Standout
An intelligent fault diagnosis method of rotating machinery based on deep neural networks and time-frequency analysis
2018
Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN)
2009
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
Inchoate Fault Detection Framework: Adaptive Selection of Wavelet Nodes and Cumulant Orders
2011
Adaptive parameterless empirical wavelet transform based time-frequency analysis method and its application to rotor rubbing fault diagnosis
2016
Remaining useful life estimation – A review on the statistical data driven approaches
2010 Standout
Nonlinear system identification in structural dynamics: 10 more years of progress
2016 Standout
Rolling element bearing fault diagnostics: Development of health index
2016
Transient modeling and parameter identification based on wavelet and correlation filtering for rotating machine fault diagnosis
2010
Rotating machinery prognostics: State of the art, challenges and opportunities
2008 Standout
Coupled bending-torsional vibration analysis of rotor with rub and crack
2009
A novel technique for selecting mother wavelet function using an intelli gent fault diagnosis system
2008
Misfire and valve clearance faults detection in the combustion engines based on a multi-sensor vibration signal monitoring
2018
Advanced monitoring of machining operations
2010 Standout
An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings
2019 Standout
Applications of fault detection and diagnosis methods in nuclear power plants: A review
2011
EMD-based fault diagnosis for abnormal clearance between contacting components in a diesel engine
2009
Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study
2015 Standout
Interpretation of mechanical signals using an improved Hilbert–Huang transform
2007
A Review on Condition Monitoring and Diagnostic Techniques of Rotating Electrical Machines
2014
Remaining useful life estimation in prognostics using deep convolution neural networks
2017 Standout
A signal decomposition theorem with Hilbert transform and its application to narrowband time series with closely spaced frequency components
2011
Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples
2013
BASE WAVELET SELECTION FOR BEARING VIBRATION SIGNAL ANALYSIS
2009
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
Vibration-based Damage Identification Methods: A Review and Comparative Study
2010 Standout
Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings
2017
Wheel-bearing fault diagnosis of trains using empirical wavelet transform
2016
A Non‐Intrusive Signal‐Based Method for a Proton Exchange Membrane Fuel Cell Fault Diagnosis
2016
A rotating machinery fault diagnosis method based on local mean decomposition
2011
Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review
2015
A wavelet approach to fault diagnosis of a gearbox under varying load conditions
2009
A review on condition-based maintenance optimization models for stochastically deteriorating system
2016 Standout
Development of an expert system for fault diagnosis in scooter engine platform using fuzzy-logic inference
2006
Multifault Diagnosis of Induction Motor at Intermediate Operating Conditions Using Wavelet Packet Transform and Support Vector Machine
2018
A future possibility of vibration based condition monitoring of rotating machines
2012
Early fault detection in automotive ball bearings using the minimum variance cepstrum
2013
Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System
2019 Standout
An introduction to structural health monitoring
2006 Standout
A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
2020 Standout
Spectral kurtosis for fault detection, diagnosis and prognostics of rotating machines: A review with applications
2015
Machine Condition Classification Using Deterioration Feature Extraction and Anomaly Determination
2011
Toward a Fundamental Understanding of the Hilbert-Huang Transform in Nonlinear Structural Dynamics
2008
Rolling element bearing fault detection based on optimal antisymmetric real Laplace wavelet
2011
Expert system development for vibration analysis in machine condition monitoring
2006
A Novel, Fast, Reliable Data Transmission Algorithm for Wireless Machine Health Monitoring
2009
Early Detection of Pitting Damage in Gears using Mean Frequency of Scalogram
2008
Fault diagnosis of spur bevel gear box using discrete wavelet features and Decision Tree classification
2008
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
A novel intelligent method for mechanical fault diagnosis based on dual-tree complex wavelet packet transform and multiple classifier fusion
2015
Application of SVM and SVD Technique Based on EMD to the Fault Diagnosis of the Rotating Machinery
2009
Cosine window-based boundary processing method for EMD and its application in rubbing fault diagnosis
2007
Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications
2021 Standout
Machine fault diagnosis using a cluster-based wavelet feature extraction and probabilistic neural networks
2008
Radial basis function neural network based comparison of dimensionality reduction techniques for effective bearing diagnostics
2012
Singularity analysis of the vibration signals by means of wavelet modulus maximal method
2006
Decision trees and the effects of feature extraction parameters for robust sensor network design
2016
Application of psychoacoustics for gear fault diagnosis using artificial neural network
2016
Adaptive multiwavelets via two-scale similarity transforms for rotating machinery fault diagnosis
2008
Gearbox Fault Feature Extraction Using Hilbert Transform, S-Transform, and a Statistical Indicator
2007
Rotor fault condition monitoring techniques for squirrel-cage induction machine—A review
2011
Battery Lifetime Prognostics
2020 Standout
Study on Hankel matrix-based SVD and its application in rolling element bearing fault diagnosis
2014
Application of ANN, Fuzzy Logic and Wavelet Transform in machine fault diagnosis using vibration signal analysis
2010
Anti-aliasing lifting scheme for mechanical vibration fault feature extraction
2009
An enhanced feature extraction model using lifting-based wavelet packet transform scheme and sampling-importance-resampling analysis
2009
Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine
2012
Signal feature extraction based on an improved EMD method
2009
Vibration analysis of rotating machinery using time–frequency analysis and wavelet techniques
2011
A revised Hilbert–Huang transformation based on the neural networks and its application in vibration signal analysis of a deployable structure
2008
Interactions of HIV-1 TAR RNA with Tat-Derived Peptides Discriminated by On-Line Acoustic Wave Detector
1999
Time domain averaging across all scales: A novel method for detection of gearbox faults
2007
Vibration-based condition monitoring of rotating machines using a machine composite spectrum
2013
Deep learning and its applications to machine health monitoring
2018 Standout
Fault Severity Monitoring of Rolling Bearings Based on Texture Feature Extraction of Sparse Time–Frequency Images
2018
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method
2017 Standout
Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox
2018 Standout
Rolling element bearing fault diagnosis using autocorrelation and continuous wavelet transform
2011
A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains
2019 Standout
Approximate Entropy as a diagnostic tool for machine health monitoring
2006
Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis
2016
Haar wavelet for machine fault diagnosis
2006
A general multi-objective optimized wavelet filter and its applications in fault diagnosis of wheelset bearings
2020
Dynamic wavelet-based tool for gearbox diagnosis
2011
Application of mother wavelet functions for automatic gear and bearing fault diagnosis
2009
Hilbert transform in vibration analysis
2011 Standout
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
Applications of stochastic resonance to machinery fault detection: A review and tutorial
2019
An Improved Ant Colony Optimization Algorithm Based on Hybrid Strategies for Scheduling Problem
2019 Standout
Rolling element bearing faults diagnosis based on optimal Morlet wavelet filter and autocorrelation enhancement
2009
Machine learning methods for wind turbine condition monitoring: A review
2018
Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model
2011 Standout
A Fault Diagnosis Approach for Gears Using Multidimensional Features and Intelligent Classifier
2010
Fault diagnosis of rolling bearings using a genetic algorithm optimized neural network
2014
A Bayesian recursive framework for ball-bearing damage classification in rotating machinery
2016
Singularity detection in machinery health monitoring using Lipschitz exponent function
2007
Intelligent condition monitoring of a gearbox using artificial neural network
2006
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings
2018 Standout
Normalized wavelet packets quantifiers for condition monitoring
2008
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
2015 Standout
Mechanical faulty signal denoising using a redundant non-linear second-generation wavelet transform
2011
Faulty bearing detection, classification and location in a three-phase induction motor based on Stockwell transform and support vector machine
2018
A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings
2016 Standout
Fault diagnosis of stamping process based on empirical mode decomposition and learning vector quantization
2007
Fast computation of the kurtogram for the detection of transient faults
2006 Standout
Wavelet transformation of mode shape difference function for structural damage location identification
2007
Wavelets for fault diagnosis of rotary machines: A review with applications
2013 Standout
Fault diagnosis of rotating machinery using an improved HHT based on EEMD and sensitive IMFs
2009
Multivariate EMD and full spectrum based condition monitoring for rotating machinery
2011
Fault Diagnosis of Rolling Bearings Using Data Mining Techniques and Boosting
2016
Rotating machine fault diagnosis using empirical mode decomposition
2007
Intelligent Manufacturing in the Context of Industry 4.0: A Review
2017 Standout
Wavelet analysis of sensor signals for tool condition monitoring: A review and some new results
2009
Fault feature extraction of gearbox by using overcomplete rational dilation discrete wavelet transform on signals measured from vibration sensors
2012
An improved data fusion technique for faults diagnosis in rotating machines
2014
Crack detection in simply supported beams without baseline modal parameters by stationary wavelet transform
2007
Gearbox fault diagnosis using empirical mode decomposition and Hilbert spectrum
2005
Application of SVM and SVD Technique Based on EMD to the Fault Diagnosis of the Rotating Machinery
2009
A Novel Fault Diagnosis Method Based on Integrating Empirical Wavelet Transform and Fuzzy Entropy for Motor Bearing
2018
A gear fault diagnosis using Hilbert spectrum based on MODWPT and a comparison with EMD approach
2008
Works of F.L. Chu being referenced
Spectrum auto-correlation analysis and its application to fault diagnosis of rolling element bearings
2013
Acoustic waves and the real-time study of biochemical macromolecules at the liquid/solid interface
1997
Detection of the rubbing-caused impacts for rotor–stator fault diagnosis using reassigned scalogram
2003
Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography
2003 Standout
VIBRATION SIGNAL ANALYSIS AND FEATURE EXTRACTION BASED ON REASSIGNED WAVELET SCALOGRAM
2002
On the energy leakage of discrete wavelet transform
2008
IDENTIFICATION OF THE SHAFT ORBIT FOR ROTATING MACHINES USING WAVELET MODULUS MAXIMA
2002
An improved Hilbert–Huang transform and its application in vibration signal analysis
2004