Citation Impact
Citing Papers
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
Application of multi-class fuzzy support vector machine classifier for fault diagnosis of wind turbine
2015
A review on data-driven fault severity assessment in rolling bearings
2017
Deep learning for smart manufacturing: Methods and applications
2018 Standout
Fault diagnosis based on dependent feature vector and probability neural network for rolling element bearings
2014
Diagnosis of the three-phase induction motor using thermal imaging
2016 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
Predictive maintenance in the Industry 4.0: A systematic literature review
2020 Standout
Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings
2017
A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
2020 Standout
Multiple-Fault Detection Methodology Based on Vibration and Current Analysis Applied to Bearings in Induction Motors and Gearboxes on the Kinematic Chain
2016
A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part I: Components and Subsystems
2015 Standout
Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection
2017
A review on the application of deep learning in system health management
2018
Fault diagnosis of single-phase induction motor based on acoustic signals
2018 Standout
Planetary gearbox fault diagnostic method using acoustic emission sensors
2015
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
2019 Standout
Trends in Fault Diagnosis for Electrical Machines: A Review of Diagnostic Techniques
2014
Early fault diagnosis of bearing and stator faults of the single-phase induction motor using acoustic signals
2017 Standout
Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions
2020 Standout
Reliable Fault Diagnosis for Low-Speed Bearings Using Individually Trained Support Vector Machines With Kernel Discriminative Feature Analysis
2014
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 convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox
2017
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 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
Intelligent fault diagnosis approach with unsupervised feature learning by stacked denoising autoencoder
2017
Feature extraction of rolling bearing’s early weak fault based on EEMD and tunable Q-factor wavelet transform
2014
A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings
2016 Standout
A novel bearing fault diagnosis model integrated permutation entropy, ensemble empirical mode decomposition and optimized SVM
2015
Fault Diagnosis of Rolling Bearings Using Data Mining Techniques and Boosting
2016
Works of M. Amarnath being referenced
Fault diagnosis of antifriction bearings through sound signals using support vector machine
2012
Empirical mode decomposition of acoustic signals for diagnosis of faults in gears and rolling element bearings
2012
Fault diagnosis of bearings through vibration signal using Bayes classifiers
2013
Detection and diagnosis of surface wear failure in a spur geared system using EEMD based vibration signalanalysis
2013
Feature extraction and fault severity classification in ball bearings
2014