Incipient Fault Diagnosis Method for Rolling Bearing based on MED and Variational Mode Decomposition

Incipient Fault Diagnosis Method for Rolling Bearing based on MED and Variational Mode Decomposition

Aiming at the problem that the incipient fault feature of rolling bearing is easily submerged in the environmental noise and is difficult to extract,an incipient fault diagnosis method combined minimum entropy deconvolution（ MED） denoise with variational mode decomposition（ VMD） is proposed. Firstly...

Full description

Bibliographic Details
Main Authors:	Liu Shangkun, Tang Guiji, Wang Xiaolong
Format:	Article
Language:	zho
Published:	Editorial Office of Journal of Mechanical Transmission 2017-01-01
Series:	Jixie chuandong
Subjects:	Minimum entropy deconvolution Variational mode decomposition Rolling bearing Incipient fault diagnosis
Online Access:	http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.09.036

Similar Items

Extraction of the Early Fault Feature of Rolling Bearing based on MED-RSSD
by: Yang Bin, et al.
Published: (2018-01-01)

Gearbox Rolling Bearing Fault Diagnosis Based on Autocorrelation Envelope and Adaptive MED
by: Li Hua, et al.
Published: (2024-12-01)

Research on a Nonlinear Dynamic Incipient Fault Detection Method for Rolling Bearings
by: Huaitao Shi, et al.
Published: (2020-04-01)

An improved Autogram and MOMEDA method to detect weak compound fault in rolling bearings
by: Xuyang Xie, et al.
Published: (2022-07-01)

FAULT FEATURE EXTRACTION OF ROLLING ELEMENT BEARINGS BASED ON ADAPTIVE MCKD
by: CHEN BingYan, et al.
Published: (2020-01-01)

Research on Fault Diagnosis of Rolling Bearings Based on Variational Mode Decomposition Improved by the Niche Genetic Algorithm
by: Ruimin Shi, et al.
Published: (2022-06-01)

Feature Extraction of Weak Fault for Rolling Bearing based on Spectral Kurtosis and MOMEDA
by: Fuwang Liang, et al.
Published: (2021-02-01)

Weak Feature Extraction of Rolling Bearing Fault Based on Generalized Variational Mode Decomposition
by: Guo Yanfei, et al.
Published: (2023-05-01)

Rolling Bearing Incipient Fault Diagnosis Method Based on Improved Transfer Learning with Hybrid Feature Extraction
by: Zhengni Yang, et al.
Published: (2021-11-01)

Rolling Bearing Fault Diagnosis Based on Optimal Notch Filter and Enhanced Singular Value Decomposition
by: Bin Pang, et al.
Published: (2018-06-01)

Early Fault Extraction of Rolling Bearing based on LMD and MCKD
by: Wang Jianguo, et al.
Published: (2018-01-01)

RESEARCH ON ROLLING BEARING FAULT FEATURE EXTRACTION METHOD WITH SGMD-MOMEDA (MT)
by: CAO YaLei, et al.
Published: (2022-01-01)

MVMD-MOMEDA-TEO Model and Its Application in Feature Extraction for Rolling Bearings
by: Zhuorui Li, et al.
Published: (2019-03-01)

A Rolling Bearing Fault Diagnosis Method Based on Variational Mode Decomposition and an Improved Kernel Extreme Learning Machine
by: Ke Li, et al.
Published: (2017-09-01)

A New Bearing Fault Detection Strategy Based on Combined Modes Ensemble Empirical Mode Decomposition, KMAD, and an Enhanced Deconvolution Process
by: Yasser Damine, et al.
Published: (2023-03-01)

Early Fault Detection of Rolling Bearings Based on Time-Varying Filtering Empirical Mode Decomposition and Adaptive Multipoint Optimal Minimum Entropy Deconvolution Adjusted
by: Shuo Song, et al.
Published: (2023-10-01)

Fault Diagnosis Method for Rolling Bearings Based on Grey Relation Degree
by: Yulin Mao, et al.
Published: (2024-02-01)

A Novel Fault Diagnosis of a Rolling Bearing Method Based on Variational Mode Decomposition and an Artificial Neural Network
by: Xiaobei Liang, et al.
Published: (2023-03-01)

Fault Detection of Roller-Bearings Using Signal Processing and Optimization Algorithms
by: Dae-Ho Kwak, et al.
Published: (2013-12-01)

Application of Mutual Information-Sample Entropy Based MED-ICEEMDAN De-Noising Scheme for Weak Fault Diagnosis of Hoist Bearing
by: Fen Yang, et al.
Published: (2018-09-01)

AN INCIPIENT FAULT DIAGNOSIS METHOD FOR ROLLING BEARING BASED ON MCKD AND LMD
by: SUN Wei, et al.
Published: (2018-01-01)

Rolling Bearing Incipient Fault Detection Based on a Multi-Resolution Singular Value Decomposition
by: Jiesi Luo, et al.
Published: (2019-10-01)

Rolling Bearing Fault Diagnosis Based on Successive Variational Mode Decomposition and the EP Index
by: Yuanjing Guo, et al.
Published: (2022-05-01)

Incipient Fault Diagnosis of Rolling Bearings Based on Impulse-Step Impact Dictionary and Re-Weighted Minimizing Nonconvex Penalty Lq Regular Technique
by: Qing Li, et al.
Published: (2017-08-01)

A Survey of Incipient Fault Diagnosis of Bearings Based on Data-drive
by: Li Zhaofei
Published: (2023-03-01)

Enhanced Rolling Bearing Fault Diagnosis Combining Novel Fluctuation Entropy Guided-VMD with Neighborhood Statistical Model
by: Xing Yuan, et al.
Published: (2022-12-01)

Rolling bearing fault diagnosis method based on modified fourier mode decomposition and band entropy
by: Junfeng LIU, et al.
Published: (2022-02-01)

Research on Extraction of Compound Fault Characteristics for Rolling Bearings in Wind Turbines
by: Ling Xiang, et al.
Published: (2020-06-01)

Size and Location Diagnosis of Rolling Bearing Faults: An Approach of Kernel Principal Component Analysis and Deep Belief Network
by: Heli Wang, et al.
Published: (2021-05-01)

Feature Extraction of Gearbox Early Fault based on ISGMD and MED
by: Shuzhou Dong, et al.
Published: (2022-03-01)

Application of Parameter Optimized Variational Mode Decomposition Method in Fault Feature Extraction of Rolling Bearing
by: Tao Liang, et al.
Published: (2021-04-01)

Weak Fault Diagnosis of Wind Turbine Gearboxes Based on MED-LMD
by: Zhijian Wang, et al.
Published: (2017-06-01)

Feature Extraction of Weak Fault for Rolling Bearing based on Improved SSD Denoising
by: Xupeng Wang, et al.
Published: (2022-03-01)

Fault Feature Research of Rolling Bearing based on Empirical Mode Decomposition and Principle Component Analysis
by: Zheng Xin
Published: (2016-01-01)

Rolling Bearing Performance Degradation Assessment based on the Wavelet Packet Tsallis Entropy and FCM
by: Zhou Jianmin, et al.
Published: (2016-01-01)

Rolling Bearing Fault Diagnosis Based on Wavelet Packet Decomposition and Multi-Scale Permutation Entropy
by: Li-Ye Zhao, et al.
Published: (2015-09-01)

Incipient Fault Detection in Power Distribution Networks: Review, Analysis, Challenges, and Future Directions
by: Abdul Haleem Medattil Ibrahim, et al.
Published: (2024-01-01)

Fault Diagnosis of Rolling Element Bearings with a Two-Step Scheme Based on Permutation Entropy and Random Forests
by: Xiaoming Xue, et al.
Published: (2019-01-01)

Fault diagnosis method of rolling bearing based on SSA-VMD and RCMDE
by: Xiangkun Wang, et al.
Published: (2024-12-01)

Fault Feature-Extraction Method of Aviation Bearing Based on Maximum Correlation Re’nyi Entropy and Phase-Space Reconstruction Technology
by: Zhen Zhang, et al.
Published: (2022-10-01)