Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images

Ramp sparse support matrix machine and its application in roller bearing fault diagnosis

(2021) Mingen Gu et al.   APPLIED SOFT COMPUTING

Multi-sensor gearbox fault diagnosis by using feature-fusion covariance matrix and multi-Riemannian kernel ridge regression

(2021) Xin Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An enhanced convolutional neural network for bearing fault diagnosis based on time–frequency image

(2020) Ying Zhang et al.   MEASUREMENT

Induction motor stator current analysis for planetary gearbox fault diagnosis under time-varying speed conditions

(2020) Xiaowang Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

New Nonlinear Approach for Process Monitoring: Neural Component Analysis

(2020) Zhijiang Lou et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Multistep Dynamic Slow Feature Analysis for Industrial Process Monitoring

(2020) Xin Ma et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Fault Diagnosis of Rolling Bearings Based on an Improved Stack Autoencoder and Support Vector Machine

(2020) Mingliang Cui et al.   IEEE SENSORS JOURNAL

Key-Performance-Indicator-Related Process Monitoring Based on Improved Kernel Partial Least Squares

(2020) Yabin Si et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images

(2020) Haidong Shao et al.   IEEE Transactions on Industrial Informatics

An Improved Sparse Autoencoder and Multilevel Denoising Strategy for Diagnosing Early Multiple Intermittent Faults

(2020) Guo Xie et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Alternating Direction Method of Multipliers (ADMMs) Based Distributed Approach For Wide-Area Control

(2019) Abilash Thakallapelli et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Rotating machinery fault diagnosis based on convolutional neural network and infrared thermal imaging

(2019) Yongbo LI et al.   Chinese Journal of Aeronautics

A New Intelligent Fault Diagnosis Method of Rotating Machinery under Varying-Speed Conditions Using Infrared Thermography

(2019) Yongbo Li et al.   COMPLEXITY

Fault Diagnosis for Energy Internet Using Correlation Processing-Based Convolutional Neural Networks

(2019) Dongsheng Yang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Enhanced Random Forest With Concurrent Analysis of Static and Dynamic Nodes for Industrial Fault Classification

(2019) Zheng Chai et al.   IEEE Transactions on Industrial Informatics

Restricted-Boltzmann-Based Extreme Learning Machine for Gas Path Fault Diagnosis of Turbofan Engine

(2019) Feng Lu et al.   IEEE Transactions on Industrial Informatics

Sparsity-Based Algorithm for Condition Assessment of Rotating Machinery Using Internal Encoder Data

(2019) Chuancang Ding et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep Adversarial Domain Adaptation Model for Bearing Fault Diagnosis

(2019) Zhao-Hua Liu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Matrix-Based Margin-Maximization Band Selection With Data-Driven Diversity for Hyperspectral Image Classification

(2018) Xiaohui Wei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

(2018) Rui Zhao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network

(2018) Haidong Shao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Robust Support Matrix Machine for Single Trial EEG Classification

(2018) Qingqing Zheng et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

(2018) Olivier Janssens et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Diagnosis of the three-phase induction motor using thermal imaging

(2017) Adam Glowacz et al.   INFRARED PHYSICS & TECHNOLOGY

Multidomain Features-Based GA Optimized Artificial Immune System for Bearing Fault Detection

(2017) Anam Abid et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis

(2017) Long Wen et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A Belief Rule-Based Expert System for Fault Diagnosis of Marine Diesel Engines

(2017) Xiaojian Xu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Online Fault Diagnosis of Motor Bearing via Stochastic-Resonance-Based Adaptive Filter in an Embedded System

(2017) Siliang Lu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Segmented infrared image analysis for rotating machinery fault diagnosis

(2016) Lixiang Duan et al.   INFRARED PHYSICS & TECHNOLOGY

Recursive Undecimated Wavelet Packet Transform and DAG SVM for Induction Motor Diagnosis

(2015) Hassen Keskes et al.   IEEE Transactions on Industrial Informatics

Thermal image based fault diagnosis for rotating machinery

(2015) Olivier Janssens et al.   INFRARED PHYSICS & TECHNOLOGY

Non-parallel support vector classifiers with different loss functions

(2014) Siamak Mehrkanoon et al.   NEUROCOMPUTING

Thermal image enhancement using bi-dimensional empirical mode decomposition in combination with relevance vector machine for rotating machinery fault diagnosis

(2013) Van Tung Tran et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Classification of time–frequency representations based on two-direction 2DLDA for gear fault diagnosis

(2011) Bing Li et al.   APPLIED SOFT COMPUTING

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION