Fault Detection and Behavior Analysis of Wheelset Bearing Using Adaptive Convolutional Sparse Coding Technique Combined with Bandwidth Optimization

Fault Detection and Behavior Analysis of Wheelset Bearing Using Adaptive Convolutional Sparse Coding Technique Combined with Bandwidth Optimization

Wheelset bearing is a critical and easily damaged component of a high-speed train. Wheelset bearing fault diagnosis is of great significance to ensure safe operation of high-speed trains and realize intelligent operation and maintenance. The convolutional sparse coding technique based on the diction...

Full description

Bibliographic Details
Main Authors:	Liu He, Cai Yi, Jianhui Lin, Andy C.C. Tan
Format:	Article
Language:	English
Published:	Hindawi Limited 2020-01-01
Series:	Shock and Vibration
Online Access:	http://dx.doi.org/10.1155/2020/8879732

Similar Items

Wheelset-Bearing Fault Detection Using Adaptive Convolution Sparse Representation
by: Jianming Ding, et al.
Published: (2019-01-01)

Fault Detection of a Wheelset Bearing Based on Appropriately Sparse Impulse Extraction
by: Jianming Ding, et al.
Published: (2017-01-01)

A Feature Extraction Method of Wheelset-Bearing Fault Based on Wavelet Sparse Representation with Adaptive Local Iterative Filtering
by: Zhan Xing, et al.
Published: (2020-01-01)

Fault Detection of High-Speed Train Wheelset Bearing Based on Impulse-Envelope Manifold
by: Zhe Zhuang, et al.
Published: (2017-01-01)

A Novel Wheelset Bearing Fault Diagnosis Method Integrated CEEMDAN, Periodic Segment Matrix, and SVD
by: Chenguang Huang, et al.
Published: (2018-01-01)

A Fault Diagnosis Method of Train Wheelset Rolling Bearing Combined with Improved LMD and FK
by: Yu Zhang, et al.
Published: (2019-01-01)

Fault tolerant strategy for actively controlled railway wheelset
by: Mirzapour, M.
Published: (2015)

An Early Fault Diagnosis Method of Rolling Bearings on the Basis of Adaptive Frequency Window and Sparse Coding Shrinkage
by: Shuting Wan, et al.
Published: (2019-06-01)

On the Bandwidth Efficiency of Convolutional Coded CPM
by: Lin,Chang-Hung, et al.
Published: (2008)

The Mkurtogram: A Novel Method to Select the Optimal Frequency Band in the AC Domain for Railway Wheelset Bearings Fault Diagnosis
by: Wenpeng Liu, et al.
Published: (2021-12-01)

A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains
by: Dandan Peng, et al.
Published: (2019-01-01)

Rolling Bearing Performance Degradation Assessment Based on Convolutional Sparse Combination Learning
by: Wenyi Huang, et al.
Published: (2019-01-01)

Sparse Signal Representations of Bearing Fault Signals for Exhibiting Bearing Fault Features
by: Wei Peng, et al.
Published: (2016-01-01)

Wheelset/rail geometric characteristics and contact forces assessment with regard to wheelset rolling
by: Gerlici Juraj, et al.
Published: (2019-01-01)

Fine-Grained Fault Diagnosis Method of Rolling Bearing Combining Multisynchrosqueezing Transform and Sparse Feature Coding Based on Dictionary Learning
by: Guodong Sun, et al.
Published: (2019-01-01)

The Influence of The Nonlinear Contact Forces between The Wheelsets and Rails on The Stability of Railway Vehicle Wheelsets
by: Yung-Chang Chen, et al.
Published: (1999)

Multi-Bandwidth Mode Manifold for Fault Diagnosis of Rolling Bearings
by: Tao Jiang, et al.
Published: (2019-01-01)

Analysis of the Gyroscopic Stability of the Wheelset
by: Hao Dong, et al.
Published: (2014-01-01)

Adaptive machinery fault diagnosis based on improved shift-invariant sparse coding
by: Limin Li
Published: (2017-06-01)

Representation Learning via Cauchy Convolutional Sparse Coding
by: Perla Mayo, et al.
Published: (2021-01-01)

Robust Visual Tracking Based on Convolutional Sparse Coding
by: Yun Liang, et al.
Published: (2021-01-01)

Convolutional Sparse Coding for Static and Dynamic Images Analysis
by: B. A. Knyazev, et al.
Published: (2014-01-01)

Novel Adaptive Sparse-Spike Deconvolution Bearing Fault Detection Method Based on Curvelet Transform
by: Yanfeng Li, et al.
Published: (2021-01-01)

Simultaneously Low Rank and Group Sparse Decomposition for Rolling Bearing Fault Diagnosis
by: Kai Zheng, et al.
Published: (2020-09-01)

The production process improvement of bicycle wheelsets
by: LI, SHIH-MIN, et al.
Published: (2018)

On Applying Convolutional Neural Network to Bearing Fault Detection
by: Valentin Perminov, et al.
Published: (2021-05-01)

Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks
by: Xingyu Liu, et al.
Published: (2020-12-01)

Joint bayesian convolutional sparse coding for image super-resolution.
by: Qi Ge, et al.
Published: (2018-01-01)

Train Wheelset Bearing Multifault Impulsive Component Separation Using Hierarchical Shift-Invariant Dictionary Learning
by: Zhao-heng Zhang, et al.
Published: (2019-01-01)

Development of Deep Convolutional Neural Network with Adaptive Batch Normalization Algorithm for Bearing Fault Diagnosis
by: Chao Fu, et al.
Published: (2020-01-01)

Bearing Fault Diagnosis Based on Natural Adaptive Moment Estimation Algorithm and Improved Octave Convolution
by: Mei Ying Qiao, et al.
Published: (2020-01-01)

FaultNet: A Deep Convolutional Neural Network for Bearing Fault Classification
by: Rishikesh Magar, et al.
Published: (2021-01-01)

Research on early fault detecting for wheelset of high-speed train based on metal magnetic memory method
by: Zhenfa BI, et al.
Published: (2018-08-01)

Blind source separation of rolling element bearing’ single channel compound fault based on Shift Invariant Sparse Coding
by: Hongchao Wang, et al.
Published: (2017-05-01)

Feature extraction of the weak periodic signal of rolling element bearing’ early fault based on shift invariant sparse coding
by: Baoping Shang, et al.
Published: (2018-06-01)

Sparse Envelope Spectra for Feature Extraction of Bearing Faults Based on NMF
by: Lin Liang, et al.
Published: (2019-02-01)

Rolling Bearing Fault Diagnosis Algorithm Based on FMCNN-Sparse Representation
by: Feng-Ping An
Published: (2019-01-01)

Block design of a wheelset for railway transport
by: Shiler Alexander, et al.
Published: (2019-01-01)

WHEELSET AXLE WITH THE CAVITY OF UNIFORM CROSS SECTION
by: S. R. Kolesnykov, et al.
Published: (2014-10-01)

Bearing Fault Diagnosis System Based on Convolutional Neural Network
by: Guo, Bo-Xain, et al.
Published: (2019)

Cannot write session to /tmp/vufind_sessions/sess_o1nqm61mhpmq998pac6be96fob