Standout Papers
Citation Impact
Citing Papers
Comprehensive Overview on Computational Intelligence Techniques for Machinery Condition Monitoring and Fault Diagnosis
2017
A Method Based on Multi-Sensor Data Fusion for Fault Detection of Planetary Gearboxes
2012
Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study
2020 Standout
Learning transferable features in deep convolutional neural networks for diagnosing unseen machine conditions
2019
Deep transfer network with joint distribution adaptation: A new intelligent fault diagnosis framework for industry application
2019 Standout
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Soft Tissue Feature Tracking Based on Deep Matching Network
2023 Standout
SVM-DS fusion based soft fault detection and diagnosis in solar water heaters
2018 Standout
Edge Computing: A Promising Framework for Real-Time Fault Diagnosis and Dynamic Control of Rotating Machines Using Multi-Sensor Data
2019
Digital Twin for rotating machinery fault diagnosis in smart manufacturing
2018 Standout
An automatic and robust features learning method for rotating machinery fault diagnosis based on contractive autoencoder
2018
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators
2017 Standout
Sound-aided vibration weak signal enhancement for bearing fault detection by using adaptive stochastic resonance
2019
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
A review of stochastic resonance in rotating machine fault detection
2018
A review on data-driven fault severity assessment in rolling bearings
2017
Deep learning for smart manufacturing: Methods and applications
2018 Standout
A Review of Early Fault Diagnosis Approaches and Their Applications in Rotating Machinery
2019
A Monotonic Degradation Assessment Index of Rolling Bearings Using Fuzzy Support Vector Data Description and Running Time
2012
Detection and diagnosis of bearing faults using shift-invariant dictionary learning and hidden Markov model
2015
A novel adversarial learning framework in deep convolutional neural network for intelligent diagnosis of mechanical faults
2018
Pattern recognition based on-line vibration monitoring system for fault diagnosis of automobile gearbox
2017
Review on deep learning applications in frequency analysis and control of modern power system
2021 Standout
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis
2018
Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples
2013
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
A Robust Weight-Shared Capsule Network for Intelligent Machinery Fault Diagnosis
2020
Development and trend of condition monitoring and fault diagnosis of multi-sensors information fusion for rolling bearings: a review
2018
Adaptive Channel Weighted CNN With Multisensor Fusion for Condition Monitoring of Helicopter Transmission System
2020
1D convolutional neural networks and applications: A survey
2022 Standout
Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System
2019 Standout
ReLTanh: An activation function with vanishing gradient resistance for SAE-based DNNs and its application to rotating machinery fault diagnosis
2019
Study on a Novel Fault Damage Degree Identification Method Using High-Order Differential Mathematical Morphology Gradient Spectrum Entropy
2018
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Fault diagnosis of single-phase induction motor based on acoustic signals
2018 Standout
Tacholess Speed Estimation in Order Tracking: A Review With Application to Rotating Machine Fault Diagnosis
2019
Knowledge Transfer for Rotary Machine Fault Diagnosis
2019
Early fault diagnosis of bearing and stator faults of the single-phase induction motor using acoustic signals
2017 Standout
Dominant feature selection for the fault diagnosis of rotary machines using modified genetic algorithm and empirical mode decomposition
2015
An enhanced convolutional neural network for bearing fault diagnosis based on time–frequency image
2020
Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions
2020 Standout
An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis
2017
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
Application of an improved minimum entropy deconvolution method for railway rolling element bearing fault diagnosis
2018
A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains
2019 Standout
Activation functions in deep learning: A comprehensive survey and benchmark
2022 Standout
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
An Improved Ant Colony Optimization Algorithm Based on Hybrid Strategies for Scheduling Problem
2019 Standout
Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks
2017 Standout
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings
2018 Standout
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
2015 Standout
Deep Learning in Smart Grid Technology: A Review of Recent Advancements and Future Prospects
2021
A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings
2016 Standout
Dempster-Shafer evidence theory for multi-bearing faults diagnosis
2016
Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network
2019
Enhanced Sparse Period-Group Lasso for Bearing Fault Diagnosis
2018
A novel bearing fault diagnosis model integrated permutation entropy, ensemble empirical mode decomposition and optimized SVM
2015
Fault diagnosis of rolling bearing based on feature reduction with global-local margin Fisher analysis
2018
An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis
2018
Deep learning fault diagnosis method based on global optimization GAN for unbalanced data
2019
Deep convolutional neural network based planet bearing fault classification
2019
Works of Lingli Cui being referenced
Quantitative diagnosis of fault severity trend of rolling element bearings
2015
Vibration response mechanism of faulty outer race rolling element bearings for quantitative analysis
2015
Double-dictionary matching pursuit for fault extent evaluation of rolling bearing based on the Lempel-Ziv complexity
2016
Quantitative fault analysis of roller bearings based on a novel matching pursuit method with a new step-impulse dictionary
2015
Underdetermined Source Separation of Bearing Faults Based on Optimized Intrinsic Characteristic-Scale Decomposition and Local Non-Negative Matrix Factorization
2019
Application of pattern recognition in gear faults based on the matching pursuit of a characteristic waveform
2017
Matching pursuit of an adaptive impulse dictionary for bearing fault diagnosis
2014
Deep Ensemble Capsule Network for Intelligent Compound Fault Diagnosis Using Multisensory Data
2019
A three-dimensional geometric features-based SCA algorithm for compound faults diagnosis
2018
A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals
2018
Fault Severity Classification and Size Estimation for Ball Bearings Based on Vibration Mechanism
2019
A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning
2019
Research on the meshing stiffness and vibration response of fault gears under an angle-changing crack based on the universal equation of gear profile
2016
Improved Fault Size Estimation Method for Rolling Element Bearings Based on Concatenation Dictionary
2019
A novel Switching Unscented Kalman Filter method for remaining useful life prediction of rolling bearing
2018
Application of Composite Dictionary Multi-Atom Matching in Gear Fault Diagnosis
2011
Improved Complexity Based on Time-Frequency Analysis in Bearing Quantitative Diagnosis
2013
Quantitative and Localization Diagnosis of a Defective Ball Bearing Based on Vertical–Horizontal Synchronization Signal Analysis
2017
Multi-scale morphology analysis of acoustic emission signal and quantitative diagnosis for bearing fault
2015
An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network
2019 Standout