Cargando…

Rolling Bearing Fault Diagnosis Based on WOA-VMD-MPE and MPSO-LSSVM

In order to further improve the accuracy of fault identification of rolling bearings, a fault diagnosis method based on the modified particle swarm optimization (MPSO) algorithm optimized least square support vector machine (LSSVM), combining parameter optimization variational mode decomposition (VM...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jin, Zhihao, Chen, Guangdong, Yang, Zhengxin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319513/ https://www.ncbi.nlm.nih.gov/pubmed/35885150 http://dx.doi.org/10.3390/e24070927

Ejemplares similares

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

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

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

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

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

Adaptive VMD–K-SVD-Based Rolling Bearing Fault Signal Enhancement Study
por: Mao, Meijiao, et al.
Publicado: (2023)

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

A Comprehensive Diagnosis Method of Rolling Bearing Fault Based on CEEMDAN-DFA-Improved Wavelet Threshold Function and QPSO-MPE-SVM
por: Wang, Yi, et al.
Publicado: (2021)

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)

Roll eccentricity extraction and compensation based on MPSO-WTD and ITD
por: Gao, Shanfeng, et al.
Publicado: (2022)

Compressor fault diagnosis system based on PCA-PSO-LSSVM algorithm
por: Zhang, Kun, 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 Temperature Compensation Method for aSix-Axis Force/Torque Sensor Utilizing Ensemble hWOA-LSSVM Based on Improved Trimmed Bagging
por: Li, Xuhao, et al.
Publicado: (2022)

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

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

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

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)

Rolling Bearing Fault Diagnosis Based on Successive Variational Mode Decomposition and the EP Index
por: Guo, Yuanjing, et al.
Publicado: (2022)

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

An improved CS-LSSVM algorithm-based fault pattern recognition of ship power equipments
por: Yang, Yifei, et al.
Publicado: (2017)

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

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

A Novel Fault Diagnosis Method of Rolling Bearings Based on AFEWT-KDEMI
por: Ge, Mingtao, et al.
Publicado: (2018)

Few-Shot Rolling Bearing Fault Diagnosis with Metric-Based Meta Learning
por: Wang, Sihan, et al.
Publicado: (2020)

Rolling Bearing Fault Diagnosis Based on Markov Transition Field and Residual Network
por: Yan, Jialin, et al.
Publicado: (2022)

Intelligent Fault Diagnosis of Rolling Element Bearings Based on Modified AlexNet †
por: Mohiuddin, Mohammad, et al.
Publicado: (2023)

Research on the Fault Diagnosis Method of an Internal Gear Pump Based on a Convolutional Auto-Encoder and PSO-LSSVM
por: Liao, Jian, et al.
Publicado: (2022)

Fault Diagnosis Method for Rolling Bearings Based on Composite Multiscale Fluctuation Dispersion Entropy
por: Gan, Xiong, et al.
Publicado: (2019)

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

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)

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

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

Quantitative and Localization Fault Diagnosis Method of Rolling Bearing Based on Quantitative Mapping Model
por: Wang, Jialong, et al.
Publicado: (2018)

A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN
por: Wang, Mengjiao, et al.
Publicado: (2022)

Rolling Bearing Composite Fault Diagnosis Method Based on Enhanced Harmonic Vector Analysis
por: Lu, Jiantao, et al.
Publicado: (2023)

Multi-Fault Classification and Diagnosis of Rolling Bearing Based on Improved Convolution Neural Network
por: Zhang, Xiong, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_de267bjmjgrmhancciag98fjmb