Vibration-Based Bearing Fault Detection and Diagnosis via Image Recognition Technique Under Constant and Variable Speed Conditions

Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis

(2018) Hyunseok Oh et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Principal component analysis based signal-to-noise ratio improvement for inchoate faulty signals: Application to ball bearing fault detection

(2017) Moussa Hamadache et al.   INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS

An algorithm for the simulation of faulted bearings in non-stationary conditions

(2017) Gianluca D’Elia et al.   MECCANICA

Wayside Bearing Fault Diagnosis Based on Envelope Analysis Paved with Time-Domain Interpolation Resampling and Weighted-Correlation-Coefficient-Guided Stochastic Resonance

(2017) Yongbin Liu et al.   SHOCK AND VIBRATION

Fault Diagnosis of Bearing Damage by Means of the Linear Discriminant Analysis of Stator Current Features From the Frequency Selection

(2016) Christelle Piantsop Mboo et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Bearing fault diagnosis based on spectrum images of vibration signals

(2016) Wei Li et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Degradation trend estimation of slewing bearing based on LSSVM model

(2016) Chao Lu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Combining blind separation and cyclostationary techniques for monitoring distributed wear in gearbox rolling bearings

(2016) GD Elia et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Multifeatures Fusion and Nonlinear Dimension Reduction for Intelligent Bearing Condition Monitoring

(2016) Liang Guo et al.   SHOCK AND VIBRATION

Rolling Bearing Fault Diagnosis Based on STFT-Deep Learning and Sound Signals

(2016) Hongmei Liu et al.   SHOCK AND VIBRATION

A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings

(2016) Akhand Rai et al.   TRIBOLOGY INTERNATIONAL

Rotor Speed-Based Bearing Fault Diagnosis (RSB-BFD) Under Variable Speed and Constant Load

(2015) Moussa Hamadache et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

New fault detection method based on reduced kernel principal component analysis (RKPCA)

(2015) Okba Taouali et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Fault diagnosis of rotating machinery with a novel statistical feature extraction and evaluation method

(2015) Wei Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Multifault Diagnosis of Rolling Element Bearings Using a Wavelet Kurtogram and Vector Median-Based Feature Analysis

(2015) Phuong H. Nguyen et al.   SHOCK AND VIBRATION

NC Machine Tools Fault Diagnosis Based on Kernel PCA andk-Nearest Neighbor Using Vibration Signals

(2015) Zhou Yuqing et al.   SHOCK AND VIBRATION

A Review on Basic Data-Driven Approaches for Industrial Process Monitoring

(2014) Shen Yin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Rolling bearing fault diagnosis approach using probabilistic principal component analysis denoising and cyclic bispectrum

(2014) Bingzhen Jiang et al.   JOURNAL OF VIBRATION AND CONTROL

A Fault Diagnosis Method for Rotating Machinery Based on PCA and Morlet Kernel SVM

(2014) Shaojiang Dong et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis

(2013) Xiaohang Jin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Fault Detection and Diagnosis in Chemical Processes Using Sensitive Principal Component Analysis

(2013) Qingchao Jiang et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Bearing diagnostics using image processing methods

(2013) Renata Klein et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling element bearing diagnostics—A tutorial

(2010) Robert B. Randall et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Detection of Demagnetization Faults in Permanent-Magnet Synchronous Motors Under Nonstationary Conditions

(2009) J.-R.R. Ruiz et al.   IEEE TRANSACTIONS ON MAGNETICS

A novel method for machine performance degradation assessment based on fixed cycle features test

(2009) Linxia Liao et al.   JOURNAL OF SOUND AND VIBRATION