Citation Impact
Citing Papers
Fault Diagnosis for Rotating Machinery: A Method based on Image Processing
2016
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
Rolling bearing fault diagnosis using adaptive deep belief network with dual-tree complex wavelet packet
2017
A systematic literature review on intelligent automation: Aligning concepts from theory, practice, and future perspectives
2021 Standout
A Hybrid Feature Model and Deep-Learning-Based Bearing Fault Diagnosis
2017
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
A novel method for intelligent fault diagnosis of rolling bearings using ensemble deep auto-encoders
2017 Standout
Sound-aided vibration weak signal enhancement for bearing fault detection by using adaptive stochastic resonance
2019
Rolling Bearing Fault Diagnosis Using Modified LFDA and EMD With Sensitive Feature Selection
2017
A review of stochastic resonance in rotating machine fault detection
2018
A Review of Early Fault Diagnosis Approaches and Their Applications in Rotating Machinery
2019
Deep Residual Shrinkage Networks for Fault Diagnosis
2019 Standout
Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network
2017
Adaptive parameterless empirical wavelet transform based time-frequency analysis method and its application to rotor rubbing fault diagnosis
2016
Multi-dimensional variational mode decomposition for bearing-crack detection in wind turbines with large driving-speed variations
2016
Maintenance Models Applied to Wind Turbines. A Comprehensive Overview
2019
A novel deep autoencoder feature learning method for rotating machinery fault diagnosis
2017
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System
2019 Standout
Data-driven mono-component feature identification via modified nonlocal means and MEWT for mechanical drivetrain fault diagnosis
2016
A novel bearing fault diagnosis method based on 2D image representation and transfer learning-convolutional neural network
2019
Fault diagnosis of single-phase induction motor based on acoustic signals
2018 Standout
Short-term wind speed prediction model based on GA-ANN improved by VMD
2019 Standout
Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications
2021 Standout
Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing
2017
An Intelligent Gear Fault Diagnosis Methodology Using a Complex Wavelet Enhanced Convolutional Neural Network
2017
Early Fault Diagnosis of Rotating Machinery by Combining Differential Rational Spline-Based LMD and K–L Divergence
2017
Knowledge Transfer for Rotary Machine Fault Diagnosis
2019
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
A general multi-objective optimized wavelet filter and its applications in fault diagnosis of wheelset bearings
2020
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
Semi-supervised gear fault diagnosis using raw vibration signal based on deep learning
2019
Novel Particle Swarm Optimization-Based Variational Mode Decomposition Method for the Fault Diagnosis of Complex Rotating Machinery
2017
Step-by-Step Fuzzy Diagnosis Method for Equipment Based on Symptom Extraction and Trivalent Logic Fuzzy Diagnosis Theory
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
A Novel Fault Diagnosis Method Based on Integrating Empirical Wavelet Transform and Fuzzy Entropy for Motor Bearing
2018
Works of Zipeng Li being referenced
Generator bearing fault diagnosis for wind turbine via empirical wavelet transform using measured vibration signals
2015
Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review
2015
Independence-oriented VMD to identify fault feature for wheel set bearing fault diagnosis of high speed locomotive
2016