Cargando…

Adaptive VMD–K-SVD-Based Rolling Bearing Fault Signal Enhancement Study

To address the challenges associated with nonlinearity, non-stationarity, susceptibility to redundant noise interference, and the difficulty in extracting fault feature signals from rolling bearing signals, this study introduces a novel combined approach. The proposed method utilizes the variational...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mao, Meijiao, Zeng, Kaixin, Tan, Zhifei, Zeng, Zhi, Hu, Zihua, Chen, Xiaogao, Qin, Changjiang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611062/ https://www.ncbi.nlm.nih.gov/pubmed/37896721 http://dx.doi.org/10.3390/s23208629

Ejemplares similares

Rolling Bearing Fault Diagnosis Based on WGWOA-VMD-SVM
por: Zhou, Junbo, et al.
Publicado: (2022)

Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM
por: Ye, Maoyou, et al.
Publicado: (2021)

Utilizing SVD and VMD for Denoising Non-Stationary Signals of Roller Bearings
por: Wang, Qinghua, et al.
Publicado: (2021)

GMPSO-VMD Algorithm and Its Application to Rolling Bearing Fault Feature Extraction
por: Ding, Jiakai, et al.
Publicado: (2020)

Rolling Bearing Fault Diagnosis Based on WOA-VMD-MPE and MPSO-LSSVM
por: Jin, Zhihao, et al.
Publicado: (2022)

A Rolling Bearing Fault Diagnosis Method Based on the WOA-VMD and the GAT
por: Wang, Yaping, et al.
Publicado: (2023)

The IBA-ISMO Method for Rolling Bearing Fault Diagnosis Based on VMD-Sample Entropy
por: Zhuang, Deyu, et al.
Publicado: (2023)

A Rolling Bearing Fault Feature Extraction Algorithm Based on IPOA-VMD and MOMEDA
por: Yi, Kang, et al.
Publicado: (2023)

Feature Enhancement Method of Rolling Bearing Based on K-Adaptive VMD and RBF-Fuzzy Entropy
por: Jiao, Jing, et al.
Publicado: (2022)

Adaptive Diagnosis for Rotating Machineries Using Information Geometrical Kernel-ELM Based on VMD-SVD
por: Wang, Zhipeng, et al.
Publicado: (2018)

Fault Diagnosis Method of Roadheader Bearing Based on VMD and Domain Adaptive Transfer Learning
por: Qu, Xiaofei, et al.
Publicado: (2023)

Corn Harvester Bearing Fault Diagnosis Based on ABC-VMD and Optimized EfficientNet
por: Liu, Zhiyuan, et al.
Publicado: (2023)

A Hybrid SVD-Based Denoising and Self-Adaptive TMSST for High-Speed Train Axle Bearing Fault Detection
por: Deng, Feiyue, et al.
Publicado: (2021)

Intelligent Fault Diagnosis and Forecast of Time-Varying Bearing Based on Deep Learning VMD-DenseNet
por: Lin, Shih-Lin
Publicado: (2021)

Approach to the Quantitative Diagnosis of Rolling Bearings Based on Optimized VMD and Lempel–Ziv Complexity under Varying Conditions
por: Wang, Haobo, et al.
Publicado: (2023)

A Rolling Bearing Fault Classification Scheme Based on k-Optimized Adaptive Local Iterative Filtering and Improved Multiscale Permutation Entropy
por: Zhang, Yi, et al.
Publicado: (2021)

Online Domain Adaptation for Rolling Bearings Fault Diagnosis with Imbalanced Cross-Domain Data
por: Chao, Ko-Chieh, et al.
Publicado: (2022)

A fault diagnosis method based on Auxiliary Classifier Generative Adversarial Network for rolling bearing
por: Wu, Chunming, et al.
Publicado: (2021)

Rolling Bearing Fault Diagnosis Based on an Improved HTT Transform
por: Pang, Bin, et al.
Publicado: (2018)

Simultaneously Low Rank and Group Sparse Decomposition for Rolling Bearing Fault Diagnosis
por: Zheng, Kai, et al.
Publicado: (2020)

Planetary Gears Feature Extraction and Fault Diagnosis Method Based on VMD and CNN
por: Liu, Chang, et al.
Publicado: (2018)

Application Combining VMD and ResNet101 in Intelligent Diagnosis of Motor Faults
por: Lin, Shih-Lin
Publicado: (2021)

Optimized Adaptive Local Iterative Filtering Algorithm Based on Permutation Entropy for Rolling Bearing Fault Diagnosis
por: Lv, Yong, et al.
Publicado: (2018)

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

Weak Fault Feature Extraction of Rolling Bearings Based on an Improved Kurtogram
por: Chen, Xianglong, et al.
Publicado: (2016)

Multiband Envelope Spectra Extraction for Fault Diagnosis of Rolling Element Bearings
por: Duan, Jie, et al.
Publicado: (2018)

Weighted Kernel Entropy Component Analysis for Fault Diagnosis of Rolling Bearings
por: Zhou, Hongdi, et al.
Publicado: (2017)

Research on Extraction of Compound Fault Characteristics for Rolling Bearings in Wind Turbines
por: Xiang, Ling, et al.
Publicado: (2020)

Rolling Bearing Fault Detection System and Experiment Based on Deep Learning
por: Zhang, Bo
Publicado: (2022)

Fault Diagnosis of Rolling Bearings Based on WPE by Wavelet Decomposition and ELM
por: Xi, Caiping, et al.
Publicado: (2022)

Fault Diagnosis of Rolling Bearing Based on a Priority Elimination Method
por: Xiang, Chuan, et al.
Publicado: (2023)

Bayesian-Optimized Hybrid Kernel SVM for Rolling Bearing Fault Diagnosis
por: Song, Xinmin, et al.
Publicado: (2023)

Intelligent Fault Diagnosis of Rolling-Element Bearings Using a Self-Adaptive Hierarchical Multiscale Fuzzy Entropy
por: Yan, Xiaoan, et al.
Publicado: (2021)

Weak Fault Feature Extraction of Rolling Bearings Based on Adaptive Variational Modal Decomposition and Multiscale Fuzzy Entropy
por: Lv, Zhongliang, et al.
Publicado: (2022)

Research on Rolling Bearing Fault Diagnosis Based on Digital Twin Data and Improved ConvNext
por: Zhang, Chao, et al.
Publicado: (2023)

Fault Diagnosis of Rolling Bearing Based on Fast Nonlocal Means and Envelop Spectrum
por: Lv, Yong, et al.
Publicado: (2015)

Improved Dynamic Mode Decomposition and Its Application to Fault Diagnosis of Rolling Bearing
por: Dang, Zhang, et al.
Publicado: (2018)

Incipient Fault Detection for Rolling Element Bearings under Varying Speed Conditions
por: Xue, Lang, et al.
Publicado: (2017)

Fault Diagnosis for Rolling Bearings under Variable Conditions Based on Visual Cognition
por: Cheng, Yujie, et al.
Publicado: (2017)

The Shock Pulse Index and Its Application in the Fault Diagnosis of Rolling Element Bearings
por: Sun, Peng, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_r8od2cv8dump7fo34t5mfsgp05