Standout Papers
Citation Impact
Citing Papers
A survey on big data-enabled innovative online education systems during the COVID-19 pandemic
2022 Standout
Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study
2020 Standout
Deep transfer network with joint distribution adaptation: A new intelligent fault diagnosis framework for industry application
2019 Standout
Current-Based Fault Detection and Identification for Wind Turbine Drivetrain Gearboxes
2016
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
A Survey on the Detection Algorithms for False Data Injection Attacks in Smart Grids
2019 Standout
A novel method for intelligent fault diagnosis of rolling bearings using ensemble deep auto-encoders
2017 Standout
Graphical temporal semi-supervised deep learning–based principal fault localization in wind turbine systems
2020
Deep learning for smart manufacturing: Methods and applications
2018 Standout
Deep Residual Shrinkage Networks for Fault Diagnosis
2019 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
An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings
2019 Standout
A novel hybrid decision making approach for the strategic selection of wind energy projects
2021 Standout
An adaptive spatiotemporal feature learning approach for fault diagnosis in complex systems
2018
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis
2018
Predictive maintenance in the Industry 4.0: A systematic literature review
2020 Standout
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data
2018
Anomaly detection and fault analysis of wind turbine components based on deep learning network
2018
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data
2016
Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System
2019 Standout
Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey
2019
Drivetrain Gearbox Fault Diagnosis: Vibration- and Current-Based Approaches
2018
Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions
2020 Standout
Deep learning and its applications to machine health monitoring
2018 Standout
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
Methods for Advanced Wind Turbine Condition Monitoring and Early Diagnosis: A Literature Review
2018
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
Machine learning methods for wind turbine condition monitoring: A review
2018
Rotor-Current-Based Fault Diagnosis for DFIG Wind Turbine Drivetrain Gearboxes Using Frequency Analysis and a Deep Classifier
2017
Intelligent fault diagnosis method for rotating machinery via dictionary learning and sparse representation-based classification
2018
An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox
2017
A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis
2017 Standout
Enhanced Sparse Period-Group Lasso for Bearing Fault Diagnosis
2018
Fault Diagnosis for a Wind Turbine Generator Bearing via Sparse Representation and Shift-Invariant K-SVD
2017
An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network
2019 Standout
An Incorrect Data Detection Method for Big Data Cleaning of Machinery Condition Monitoring
2019
Sparse Feature Identification Based on Union of Redundant Dictionary for Wind Turbine Gearbox Fault Diagnosis
2015
Works of Dingguo Lu being referenced
Frequency demodulation-aided condition monitoring for drivetrain gearboxes
2013
Current-Based Gear Fault Detection for Wind Turbine Gearboxes
2017
A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part I: Components and Subsystems
2015 Standout
A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part II: Signals and Signal Processing Methods
2015
Current-based diagnosis for gear tooth breaks in wind turbine gearboxes
2012
Adaptive feature extraction and SVM classification for real-time fault diagnosis of drivetrain gearboxes
2013