Bearing fault diagnosis based on spectrum image sparse representation of vibration signal

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

(2017) Wei Zhang et al.   SENSORS

Fault diagnosis of gearbox using empirical mode decomposition and multi-fractal detrended cross-correlation analysis

(2016) Hongmei Liu et al.   JOURNAL OF SOUND AND VIBRATION

Sparse representation based on local time–frequency template matching for bearing transient fault feature extraction

(2016) Qingbo He et al.   JOURNAL OF SOUND AND VIBRATION

Feature fusion using kernel joint approximate diagonalization of eigen-matrices for rolling bearing fault identification

(2016) Yongbin Liu et al.   JOURNAL OF SOUND AND VIBRATION

Fault feature extraction of rolling element bearings using sparse representation

(2016) Guolin He et al.   JOURNAL OF SOUND AND VIBRATION

A new rolling bearing fault diagnosis method based on GFT impulse component extraction

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

Fault detection in rotor bearing systems using time frequency techniques

(2016) N. Harish Chandra et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Sparse classification of rotating machinery faults based on compressive sensing strategy

(2015) Gang Tang et al.   MECHATRONICS

Sparse representation based latent components analysis for machinery weak fault detection

(2014) Haifeng Tang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Vibration signal component separation by iteratively using basis pursuit and its application in mechanical fault detection

(2013) Yi Qin et al.   JOURNAL OF SOUND AND VIBRATION

Adaptive fault diagnosis in rotating machines using indicators selection

(2013) Ilyes Khelf et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structural damage identification via a combination of blind feature extraction and sparse representation classification

(2013) Yongchao Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bearing diagnostics using image processing methods

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

Compressed sensing based on dictionary learning for extracting impulse components

(2013) Xuefeng Chen et al.   SIGNAL PROCESSING

Analysis K-SVD: A Dictionary-Learning Algorithm for the Analysis Sparse Model

(2012) Ron Rubinstein et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Supervised locally linear embedding projection (SLLEP) for machinery fault diagnosis

(2011) Benwei Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of an improved kurtogram method for fault diagnosis of rolling element bearings

(2011) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Mechanical fault diagnosis based on redundant second generation wavelet packet transform, neighborhood rough set and support vector machine

(2011) Ning Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault Detection of Linear Bearings in Brushless AC Linear Motors by Vibration Analysis

(2010) Claudio Bianchini et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

Advances in Diagnostic Techniques for Induction Machines

(2008) A. Bellini et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Hilbert–Huang transform for detection and monitoring of crack in a transient rotor

(2007) T. Ramesh Babu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING