Feature extraction and fault severity classification in ball bearings

Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine

(2012) Shuen-De Wu et al.   Entropy

Vibration signature analysis of a high speed rotor supported on ball bearings due to localized defects

(2012) PK Kankar et al.   JOURNAL OF VIBRATION AND CONTROL

Compound faults detection of rotating machinery using improved adaptive redundant lifting multiwavelet

(2012) Jinglong Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

ANN- and ANFIS-based multi-staged decision algorithm for the detection and diagnosis of bearing faults

(2012) Huseyin Metin Ertunc et al.   NEURAL COMPUTING & APPLICATIONS

Multi-fault classification based on wavelet SVM with PSO algorithm to analyze vibration signals from rolling element bearings

(2012) Zhiwen Liu et al.   NEUROCOMPUTING

A Monotonic Degradation Assessment Index of Rolling Bearings Using Fuzzy Support Vector Data Description and Running Time

(2012) Zhongjie Shen et al.   SENSORS

Rolling element bearing fault diagnosis using autocorrelation and continuous wavelet transform

(2011) PK Kankar et al.   JOURNAL OF VIBRATION AND CONTROL

Fault diagnosis of ball bearings using machine learning methods

(2010) P.K. Kankar et al.   EXPERT SYSTEMS WITH APPLICATIONS

An intelligent fault diagnosis method based on wavelet packer analysis and hybrid support vector machines

(2009) Guang-Ming Xian et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault features extraction for bearing prognostics

(2009) Ruoyu Li et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Fault severity assessment for rolling element bearings using the Lempel–Ziv complexity and continuous wavelet transform

(2008) Hoonbin Hong et al.   JOURNAL OF SOUND AND VIBRATION

An Investigation of Rolling Element Vibrations Caused by Local Defects

(2008) H. Arslan et al.   JOURNAL OF TRIBOLOGY-TRANSACTIONS OF THE ASME