Citation Impact
Citing Papers
A Deep Learning Approach for Fault Diagnosis of Induction Motors in Manufacturing
2017
Fundamentals and advances in magnesium alloy corrosion
2017 Standout
A Fault Diagnosis Approach for Gears Based on IMF AR Model and SVM
2008
USING VIBRATION MONITORING FOR LOCAL FAULT DETECTION ON GEARS OPERATING UNDER FLUCTUATING LOAD CONDITIONS
2002
Neural networks-based damage detection for bridges considering errors in baseline finite element models
2004
Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach
2016
Fault diagnosis of rolling bearings with recurrent neural network-based autoencoders
2018
Variance sensitive adaptive threshold-based PCA method for fault detection with experimental application
2011
Deep residual learning-based fault diagnosis method for rotating machinery
2018
Support vector machine based decision for mechanical fault condition monitoring in induction motor using an advanced Hilbert-Park transform
2012
Application of higher order spectral features and support vector machines for bearing faults classification
2014
Rolling bearing fault diagnosis using adaptive deep belief network with dual-tree complex wavelet packet
2017
Remote engineering for a cheese whey biorefinery: an Internet-based application for process design, economic analysis, monitoring, and control of multiple plant sites
2008
A review of key planning and scheduling in the rail industry in Europe and UK
2015
Feature ranking for support vector machine classification and its application to machinery fault diagnosis
2012
Improved automated diagnosis of misfire in internal combustion engines based on simulation models
2015
Modification of a cold sprayed SiC p /Al5056 composite coating by friction stir processing
2016
A review on empirical mode decomposition in fault diagnosis of rotating machinery
2012 Standout
A robust diagnostic model for gearboxes subject to vibration monitoring
2005
Gear dynamics monitoring using discrete wavelet transformation and multi-layer perceptron neural networks
2012
Real-time SVD-based detection of multiple combined faults in induction motors
2014
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification
2017
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
An automatic and robust features learning method for rotating machinery fault diagnosis based on contractive autoencoder
2018
Intelligent Fault Diagnosis Under Varying Working Conditions Based on Domain Adaptive Convolutional Neural Networks
2018
Vibration condition monitoring of planetary gearbox under varying external load
2008
Gearbox Fault Identification and Classification with Convolutional Neural Networks
2015
A hydraulic fault diagnosis method based on sliding-window spectrum feature and deep belief network
2017
A comparative experimental study on the diagnostic and prognostic capabilities of acoustics emission, vibration and spectrometric oil analysis for spur gears
2005
Adaptive Estimation-Based Leakage Detection for a Wind Turbine Hydraulic Pitching System
2011
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators
2017 Standout
A novel method for machine performance degradation assessment based on fixed cycle features test
2009
Review on the Use of Diesel–Biodiesel–Alcohol Blends in Compression Ignition Engines
2019
Exploiting sound signals for fault diagnosis of bearings using decision tree
2012
Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications
2013 Standout
A novel approach for incipient defect detection in rolling bearings using acoustic emission technique
2014
Robust detection of gearbox deterioration using compromised autoregressive modeling and Kolmogorov–Smirnov test statistic—Part I: Compromised autoregressive modeling with the aid of hypothesis tests and simulation analysis
2007
A Fusion Feature Extraction Method Using EEMD and Correlation Coefficient Analysis for Bearing Fault Diagnosis
2018
Deep Fault Recognizer: An Integrated Model to Denoise and Extract Features for Fault Diagnosis in Rotating Machinery
2016
Microstructure and tensile response of friction stir welded Al–Cu–Li (AA2198-T8) alloy
2019
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
Multi-level wavelet packet fusion in dynamic ensemble convolutional neural network for fault diagnosis
2018
Convolutional Neural Network Based Fault Detection for Rotating Machinery
2016 Standout
A fault diagnosis approach for diesel engines based on self-adaptive WVD, improved FCBF and PECOC-RVM
2015
Investigation on Spectral Structure of Gearbox Vibration Signals by Principal Component Analysis for Condition Monitoring Purposes
2011
A comprehensive evaluation of intelligent classifiers for fault identification in three-phase induction motors
2015
Adaptive state detection of gearboxes under varying load conditions based on parametric modelling
2004
Unsupervised Fault Diagnosis of a Gear Transmission Chain Using a Deep Belief Network
2017
Characterization of the microstructure, texture and mechanical properties of 7075 aluminum alloy in early stage of severe plastic deformation
2016
A gearbox fault diagnosis scheme based on near-field acoustic holography and spatial distribution features of sound field
2013
A feature fusion deep belief network method for intelligent fault diagnosis of rotating machinery
2018
Twenty-year uninterrupted endeavor of friction stir processing by focusing on copper and its alloys
2018
A review on machinery diagnostics and prognostics implementing condition-based maintenance
2005 Standout
An enhancement deep feature fusion method for rotating machinery fault diagnosis
2016
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
2016 Standout
Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method
2016 Standout
Deep learning for smart manufacturing: Methods and applications
2018 Standout
Matching pursuit of an adaptive impulse dictionary for bearing fault diagnosis
2014
Corrosion behaviour of friction stir-welded AA6005-T6 using a bobbin tool
2016
Machine Learning and Digital Twin Driven Diagnostics and Prognostics of Light‐Emitting Diodes
2020
Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification
2013
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
Wavelet support vector machine and multi-layer perceptron neural network with continues wavelet transform for fault diagnosis of gearboxes
2017
A review of novel energy options for clean rail applications
2015
The early-warning model of equipment chain in gas pipeline based on DNN-HMM
2015
Fault detection and diagnosis within a wind turbine mechanical braking system using condition monitoring
2012
Detection and diagnosis of bearing faults using shift-invariant dictionary learning and hidden Markov model
2015
Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data
2018
Food waste as a valuable resource for the production of chemicals, materials and fuels. Current situation and global perspective
2012 Standout
Simultaneous signal separation and prognostics of multi-component systems: the case of identical components
2014
Friction stir welding of titanium alloys: A review
2017
Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review
2017 Standout
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network
2017
Comparison between Wigner–Ville distribution- and empirical mode decomposition vibration-based techniques for helical gearbox monitoring
2011
Fault Diagnosis in Internal Combustion Engines Using Extension Neural Network
2013
Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals
2016
Remaining useful life estimation – A review on the statistical data driven approaches
2010 Standout
Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings
2015
Investigation of microstructure and mechanical properties of friction stir welded dissimilar St37/St52 joints
2019
A time domain approach to diagnose gearbox fault based on measured vibration signals
2014
Deep Model Based Domain Adaptation for Fault Diagnosis
2016
Combined flow graphs and normal naive Bayesian classifier for fault diagnosis of gear box
2015
A new method for the estimation of the instantaneous speed relative fluctuation in a vibration signal based on the short time scale transform
2008
Microstructural evolution in ultrafine grained Al-Graphite composite synthesized via combined use of ultrasonic treatment and friction stir processing
2017
EMD-based fault diagnosis for abnormal clearance between contacting components in a diesel engine
2009
Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks
2018
An adaptive spatiotemporal feature learning approach for fault diagnosis in complex systems
2018
An improved simplex-based adaptive evolutionary digital filter and its application for fault detection of rolling element bearings
2014
A novel deep autoencoder feature learning method for rotating machinery fault diagnosis
2017
Development of a generic rotating machinery fault diagnosis approach insensitive to machine speed and support type
2014
A Review on Condition Monitoring and Diagnostic Techniques of Rotating Electrical Machines
2014
Variational Mode Decomposition
2014 Standout
Thermal image based fault diagnosis for rotating machinery
2015
Technical Note: Gearbox Health Monitoring through Multiresolution Fourier Transform of Vibration and Current Signals
2006
A rotating machinery fault diagnosis method based on local mean decomposition
2011
A novel fusion diagnosis method for rotor system fault based on deep learning and multi-sourced heterogeneous monitoring data
2018
A wavelet approach to fault diagnosis of a gearbox under varying load conditions
2009
Virtual prototype and experimental research on gear multi-fault diagnosis using wavelet-autoregressive model and principal component analysis method
2011
Condition monitoring and fault diagnosis of diesel engines using instantaneous angular speed analysis
2014
A future possibility of vibration based condition monitoring of rotating machines
2012
Deep learning enabled intelligent fault diagnosis: Overview and applications
2018
Fabrication of Al/Al 2 Cu in situ nanocomposite via friction stir processing
2017
Friction-stir processing of an AA8026-TiB 2 -Al 2 O 3 hybrid nanocomposite: Microstructural developments and mechanical properties
2016
A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
2020 Standout
Deep neural networks-based rolling bearing fault diagnosis
2017
Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis
2017
Fault diagnosis network design for vehicle on-board equipments of high-speed railway: A deep learning approach
2016
A Review on the Use of Blockchain for the Internet of Things
2018 Standout
A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part I: Components and Subsystems
2015 Standout
Friction stir processing of an aluminum-magnesium alloy with pre-placing elemental titanium powder: In-situ formation of an Al3Ti-reinforced nanocomposite and materials characterization
2015
A review on the application of deep learning in system health management
2018
Recent Development in Friction Stir Processing as a Solid-State Grain Refinement Technique: Microstructural Evolution and Property Enhancement
2019
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Application of SVM and SVD Technique Based on EMD to the Fault Diagnosis of the Rotating Machinery
2009
Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal
2015
Fault Detection in a Multistage Gearbox by Demodulation of Motor Current Waveform
2006
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
2019 Standout
Fault diagnosis and health assessment for bearings using the Mahalanobis–Taguchi system based on EMD-SVD
2013
Singularity analysis of the vibration signals by means of wavelet modulus maximal method
2006
Rotor fault condition monitoring techniques for squirrel-cage induction machine—A review
2011
Simulation of spur gear dynamics and estimation of fault growth
2008
Intelligent fault diagnosis method for marine diesel engines using instantaneous angular speed
2012
Fault detection and diagnosis of diesel engine valve trains
2015
Statistical fault diagnosis based on vibration analysis for gear test-bench under non-stationary conditions of speed and load
2011 Standout
Numerical investigation of stirred zone shape and its effect on mechanical properties in friction stir welding process
2019
An overview of time-based and condition-based maintenance in industrial application
2012 Standout
Ammonia for power
2018 Standout
A Review of Stator Fault Monitoring Techniques of Induction Motors
2005
Fault detection and diagnosis of a 12-cylinder trainset diesel engine based on vibration signature analysis and neural network
2018
An engine fault diagnosis system using intake manifold pressure signal and Wigner–Ville distribution technique
2010
Adaptive sliding mode control of electro-hydraulic system with nonlinear unknown parameters
2008 Standout
A comparative study on damage detection in speed-up and coast-down process of grinding spindle-typed rotor-bearing system
2007
A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm
2017
Blind vibration component separation and nonlinear feature extraction applied to the nonstationary vibration signals for the gearbox multi-fault diagnosis
2012
Fault Identification in the Stator Winding of Induction Motors Using PCA with Artificial Neural Networks
2016
Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey
2014
NON-LINEAR DYNAMICS TOOLS FOR THE MOTION ANALYSIS AND CONDITION MONITORING OF ROBOT JOINTS
2001
A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load
2017 Standout
An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis
2017
Comparative investigation of vibration and current monitoring for prediction of mechanical and electrical faults in induction motor based on multiclass-support vector machine algorithms
2017
Separation of fault features from a single-channel mechanical signal mixture using wavelet decomposition
2006
Deep learning and its applications to machine health monitoring
2018 Standout
Towards the Internet of Smart Trains: A Review on Industrial IoT-Connected Railways
2017 Standout
A methodology for cracks identification in large crankshafts
2011
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method
2017 Standout
Machinery fault diagnosis using joint global and local/nonlocal discriminant analysis with selective ensemble learning
2016
Bearing Fault Diagnosis Based on Deep Belief Network and Multisensor Information Fusion
2016
Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox
2018 Standout
Friction stir welding/processing of metals and alloys: A comprehensive review on microstructural evolution
2020 Standout
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis
2015
Root cause and vibration signal analysis for gearbox condition monitoring
2008
A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox
2017
Development of a fuzzy logic based model to elucidate the effect of FSW parameters on the ultimate tensile strength and elongation of pure copper joints
2020
Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects
2022 Standout
Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis
2016
Fault feature extraction of rolling element bearings based on wavelet packet transform and sparse representation theory
2015
Fabrication of metal-matrix AL7075T651/TiN nano composite employing friction stir process
2015
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
A comparative study of three artificial neural networks for the detection and classification of gear faults
2005
Intelligent Diagnosis of V-Type Marine Diesel Engines Based on Multifeatures Extracted From Instantaneous Crankshaft Speed
2018
Segmented infrared image analysis for rotating machinery fault diagnosis
2016
A new feature for monitoring the condition of gearboxes in non-stationary operating conditions
2009 Standout
Motor bike piston-bore fault identification from engine noise signature analysis
2013
Intelligent condition monitoring of a gearbox using artificial neural network
2006
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
2015 Standout
Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis
2018
Past, present and future of nonlinear system identification in structural dynamics
2005 Standout
Faulty bearing detection, classification and location in a three-phase induction motor based on Stockwell transform and support vector machine
2018
An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox
2017
A Novel Bearing Fault Diagnosis Method Based on Gaussian Restricted Boltzmann Machine
2016
An enhancement denoising autoencoder for rolling bearing fault diagnosis
2018
A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings
2016 Standout
Fault-tolerant control in variable speed drives: a survey
2008
Comparison of FDA-based and PCA-based features in fault diagnosis of automobile gearboxes
2013
Fault severity assessment for rolling element bearings using the Lempel–Ziv complexity and continuous wavelet transform
2008
A Novel Method for Early Gear Pitting Fault Diagnosis Using Stacked SAE and GBRBM
2019
Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning
2016
Recent progress on control strategies for inherent issues in friction stir welding
2020
Feed-axis gearbox condition monitoring using built-in position sensors and EEMD method
2011
Backstepping Control of Electro-Hydraulic System Based on Extended-State-Observer With Plant Dynamics Largely Unknown
2016 Standout
Multivariate EMD and full spectrum based condition monitoring for rotating machinery
2011
Deep Learning for Infrared Thermal Image Based Machine Health Monitoring
2017
Evaluation of plastic zone development in WE43 magnesium alloy upon friction stir processing using finite element modeling
2016
Instantaneous angular speed monitoring of gearboxes under non-cyclic stationary load conditions
2004
Extended-State-Observer-Based Output Feedback Nonlinear Robust Control of Hydraulic Systems With Backstepping
2014 Standout
An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis
2018
Advanced numerical modelling of friction stir welded low alloy steel
2018
A New Diagnostic Model for Identifying Parametric Faults
2009
Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network
2017
Bearing fault diagnosis with auto-encoder extreme learning machine: A comparative study
2016
A new fault diagnosis method based on deep belief network and support vector machine with Teager–Kaiser energy operator for bearings
2017
A review of wind energy technologies
2005 Standout
Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning
2018
Adaptive autoregressive modeling of non-stationary vibration signals under distinct gear states. Part 1: modeling
2004
Biomass for a sustainable bioeconomy: An overview of world biomass production and utilization
2021 Standout
A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning
2018
An intelligent approach for engine fault diagnosis based on Hilbert–Huang transform and support vector machine
2013
Application of SVM and SVD Technique Based on EMD to the Fault Diagnosis of the Rotating Machinery
2009
Advances in Diagnostic Techniques for Induction Machines
2008 Standout
A gear fault diagnosis using Hilbert spectrum based on MODWPT and a comparison with EMD approach
2008
Rolling bearing fault diagnosis using an optimization deep belief network
2015
Analysis of Feature Extracting Ability for Cutting State Monitoring Using Deep Belief Networks
2015
A deep learning-based recognition method for degradation monitoring of ball screw with multi-sensor data fusion
2017
Works of Andrew Ball being referenced
Gearbox fault diagnosis under different operating conditions based on time synchronous average and ensemble empirical mode decomposition
2009
Bispectrum of stator phase current for fault detection of induction motor
2009
Detecting the crankshaft torsional vibration of diesel engines for combustion related diagnosis
2008
Enhancement detection of characteristic signal using stochastic resonance by adding a harmonic excitation
2012
Modelling acoustic emissions generated by sliding friction
2009
ASYMMETRICAL STATOR AND ROTOR FAULTY DETECTION USING VIBRATION, PHASE CURRENT AND TRANSIENT SPEED ANALYSIS
2003
Fault Prognosis and Diagnosis of an Automotive Rear Axle Gear Using a RBF-BP Neural Network
2011
The on-line detection of engine misfire at low speed using multiple feature fusion with fuzzy pattern recognition
2002
The development of an adaptive threshold for model-based fault detection of a nonlinear electro-hydraulic system
2005
A COMPARATIVE STUDY OF ACOUSTIC AND VIBRATION SIGNALS IN DETECTION OF GEAR FAILURES USING WIGNER–VILLE DISTRIBUTION
2001
DETECTION OF GEAR DETERIORATION UNDER VARYING LOAD CONDITIONS BY USING THE INSTANTANEOUS POWER SPECTRUM
2000
Thermal image enhancement using bi-dimensional empirical mode decomposition in combination with relevance vector machine for rotating machinery fault diagnosis
2013
DETECTION OF INCIPIENT TOOTH DEFECT IN HELICAL GEARS USING MULTIVARIATE STATISTICS
2001
A comparative study of misalignment detection using a novel Wireless Sensor with conventional Wired Sensors
2012
Modern techniques for condition monitoring of railway vehicle dynamics
2012
Diesel Engine Valve Clearance Detection Using Acoustic Emission
2010
DETECTION OF GEAR FAILURES VIA VIBRATION AND ACOUSTIC SIGNALS USING WAVELET TRANSFORM
2003
Emission Characteristics of a CI Engine Running with a Range of Biodiesel Feedstocks
2014
Diesel engine fuel injection monitoring using acoustic measurements and independent component analysis
2010
Integration of multiple platforms for real-time remote model-based condition monitoring
2007
Electrical motor current signal analysis using a modified bispectrum for fault diagnosis of downstream mechanical equipment
2010
LHV predication models and LHV effect on the performance of CI engine running with biodiesel blends
2013
A Study of Motor Bearing Fault Diagnosis using Modulation Signal Bispectrum Analysis of Motor Current Signals
2013
Detection of engine valve faults by vibration signals measured on the cylinder head
2006
Gear tooth stiffness reduction measurement using modal analysis and its use in wear fault severity assessment of spur gears
2003
An approach to fault diagnosis of reciprocating compressor valves using Teager–Kaiser energy operator and deep belief networks
2014
Fault detection and diagnosis using Principal Component Analysis of vibration data from a reciprocating compressor
2012
The measurement of instantaneous angular speed
2004
The Exploitation of Instantaneous Angular Spped for Condition Monitoring of Electric Motors
2001
Feature selection for high-dimensional machinery fault diagnosis data using multiple models and Radial Basis Function networks
2011
Predictive control strategies used to solve challenges related to modern railway vehicles
2011
Fault diagnosis of motor drives using stator current signal analysis based on dynamic time warping
2012
Internal combustion engine lubricating oil condition monitoring based on vibro-acoustic measurements
2007
A STUDY OF THE NOISE FROM DIESEL ENGINES USING THE INDEPENDENT COMPONENT ANALYSIS
2001
An application to transient current signal based induction motor fault diagnosis of Fourier–Bessel expansion and simplified fuzzy ARTMAP
2013
Simulation and fault detection of three-phase induction motors
2002
A validated model for the prediction of rotor bar failure in squirrel-cage motors using instantaneous angular speed
2005
Non-parametric models in the monitoring of engine performance and condition: Part 2: Non-intrusive estimation of diesel engine cylinder pressure and its use in fault detection
1999
Acoustic monitoring of engine fuel injection based on adaptive filtering techniques
2010
A Grey-box Modelling and Its Application in Model-based Fault Detection
2009
Gear Fault Signal Detection based on an Adaptive Fractional Fourier Transform Filter
2011
Monitoring of diesel engine combustions based on the acoustic source characterisation of the exhaust system
2008
Fault location in a framework structure using neural networks
1993
Application of novel polar representation method for monitoring minor engine condition variations
2009
Instantaneous angular speed monitoring of electric motors
2004
Gear wear monitoring by modulation signal bispectrum based on motor current signal analysis
2017
An investigation of the effects of measurement noise in the use of instantaneous angular speed for machine diagnosis
2005
A review of numerical analysis of friction stir welding
2014