Application of Parameter Optimized Variational Mode Decomposition Method in Fault Diagnosis of Gearbox

Application of Parameter Optimized Variational Mode Decomposition Method in Fault Diagnosis of Gearbox

The selection of variational mode decomposition (VMD) parameters usually adopts the empirical method, trial-and-error method, or single-objective optimization method. The above-mentioned method cannot achieve the global optimal effect. Therefore, a multi-objective particle swarm optimization (MOPSO)...

Full description

Bibliographic Details
Main Authors:	Zhijian Wang, Gaofeng He, Wenhua Du, Jie Zhou, Xiaofeng Han, Jingtai Wang, Huihui He, Xiaoming Guo, Junyuan Wang, Yanfei Kou
Format:	Article
Language:	English
Published:	IEEE 2019-01-01
Series:	IEEE Access
Subjects:	Variational mode decomposition multi-objective particle swarm symbol dynamic entropy power spectral entropy fault diagnosis of the gearbox
Online Access:	https://ieeexplore.ieee.org/document/8681549/

Similar Items

Research on Fault Diagnosis of Gearbox with Improved Variational Mode Decomposition
by: Zhijian Wang, et al.
Published: (2018-10-01)

A Novel Fault Diagnosis Method of Gearbox Based on Maximum Kurtosis Spectral Entropy Deconvolution
by: Zhijian Wang, et al.
Published: (2019-01-01)

Modified Singular Spectrum Decomposition and Its Application to Composite Fault Diagnosis of Gearboxes
by: Junyuan Wang, et al.
Published: (2018-12-01)

Application Research of a Novel Enhanced SSD Method in Composite Fault Diagnosis of Wind Power Gearbox
by: Zhijian Wang, et al.
Published: (2019-01-01)

A Novel Adaptive Fault Diagnosis Method for Wind Power Gearbox
by: Nengquan Duan, et al.
Published: (2021-01-01)

Research on Fault Extraction Method of Variational Mode Decomposition Based on Immunized Fruit Fly Optimization Algorithm
by: Jie Zhou, et al.
Published: (2019-04-01)

Research on Gearbox Fault Diagnosis Based on LMD Energy Entropy
by: Xu Le, et al.
Published: (2022-01-01)

Adaptive Convolution Sparse Filtering Method for the Fault Diagnosis of an Engine Timing Gearbox
by: Shigong Fan, et al.
Published: (2023-12-01)

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

Gearbox Fault Diagnosis based on LMD Approximate Entropy and PSO-ELM
by: Zhang Yuxue, et al.
Published: (2017-01-01)

Compound Fault Feature Extraction of Gearbox with Improved Local Mean Decomposition
by: Huili Chai, et al.
Published: (2019-01-01)

Fault Diagnosis Method of Planetary Gearboxes Based on LMD Permutation Entropy and BP Neural Network
by: Gao Sujie, et al.
Published: (2022-01-01)

Identification of Multiple Faults in Gearbox Based on Multipoint Optional Minimum Entropy Deconvolution Adjusted and Permutation Entropy
by: Huer Sun, et al.
Published: (2018-11-01)

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

Fault Diagnosis of Gearboxes based on Time Varying Filter for Empirical Mode Decomposition
by: Lin Jinshan, et al.
Published: (2018-01-01)

Planetary Gearbox Fault Diagnosis Based on ICEEMD-Time-Frequency Information Entropy and VPMCD
by: Yihan Wang, et al.
Published: (2020-09-01)

Fault Diagnosis of Wind-turbine Gearboxes based on Fourier Decomposition Method
by: Lin Jinshan, et al.
Published: (2018-01-01)

Gearbox Fault Diagnosis Based on Hierarchical Instantaneous Energy Density Dispersion Entropy and Dynamic Time Warping
by: Guiji Tang, et al.
Published: (2019-06-01)

Fault Diagnosis of Crane Gearbox based on Variational Mode Decomposition and PSO-SVM
by: Wubang Yang, et al.
Published: (2021-01-01)

Application of Improved Singular Spectrum Decomposition Method for Composite Fault Diagnosis of Gear Boxes
by: Wenhua Du, et al.
Published: (2018-11-01)

APPLICATION OF GWO-SVM IN WIND TURBINE GEARBOX FAULT DIAGNOSIS
by: HU Xuan, et al.
Published: (2021-01-01)

A Novel Method for Multi-Fault Feature Extraction of a Gearbox under Strong Background Noise
by: Zhijian Wang, et al.
Published: (2017-12-01)

Gearbox Fault Diagnosis Based on Refined Time-Shift Multiscale Reverse Dispersion Entropy and Optimised Support Vector Machine
by: Xiang Wang, et al.
Published: (2023-06-01)

Fault Diagnosis of Wind Turbine Gearbox based on LSGAN and VMD-MPE-KELM
by: Cihai Qin, et al.
Published: (2021-01-01)

Fault Diagnosis of Gearbox Multi-channel Vibration Signal based on Improved Multivariate Multiscale Dispersion Entropy
by: Fuming Zhou, et al.
Published: (2021-01-01)

Planetary Gearbox Fault diagnosis via Joint Amplitude and Frequency Demodulation Analysis Based on Variational Mode Decomposition
by: Zhipeng Feng, et al.
Published: (2017-07-01)

RETRACTED ARTICLE: Research on Feature Extraction and Diagnosis Method of Gearbox Vibration Signal Based on VMD and ResNeXt
by: Shuihai Dou, et al.
Published: (2023-07-01)

Online Degradation Assessment of Shore Bridge Hoisting Gearbox Based on Improved Symbolic Sequence Entropy and Logistic Regression Model
by: WANG Wei, WANG Bing, HU Xiong, SUN Dejian
Published: (2021-10-01)

Gear Fault Diagnosis Method based on Variational Modal Decomposition and Symbol Entropy
by: Hongmei Li, et al.
Published: (2019-01-01)

Gearbox Fault Diagnosis Based on the LMD Cloud Model and PSO-KELM
by: Zhao Xiaohui, et al.
Published: (2023-01-01)

Fault Detection in a Multistage Gearbox Based on a Hybrid Demodulation Method Using Modulation Intensity Distribution and Variational Mode Decomposition
by: Chaofan Hu, et al.
Published: (2018-05-01)

Fault Diagnosis of a Wind Turbine Gearbox Based on Improved Variational Mode Algorithm and Information Entropy
by: Fan Zhang, et al.
Published: (2021-06-01)

Research on Gearbox Fault Diagnosis based on Improved LMD Algorithm
by: Haibo Xing, et al.
Published: (2020-01-01)

Spectral Kurtosis of Choi–Williams Distribution and Hidden Markov Model for Gearbox Fault Diagnosis
by: Yufei Li, et al.
Published: (2020-02-01)

Compound Fault Diagnosis for Gearbox based on Variational ModeDecomposition and Correlated Kurtosis
by: Zhang Xin, et al.
Published: (2019-01-01)

Gearbox Fault Diagnosis Method Based on Multidomain Information Fusion
by: Fengyun Xie, et al.
Published: (2023-05-01)

Research of Fault Diagnosis of Planetary Gearbox based on EMD-SVD and PNN
by: Zhang An’an, et al.
Published: (2018-01-01)

Multi-Fault Diagnosis of Gearbox Based on Improved Multipoint Optimal Minimum Entropy Deconvolution
by: Fuhe Yang, et al.
Published: (2018-08-01)

FAULT DIAGNOSIS OF GEARBOX BASED ON ADAPTIVE EEMD AND FAST KURTOGRAM
by: XIANG Wei, et al.
Published: (2022-01-01)

Fault Diagnosis of Planetary Gearbox Key Component based ELMD Energy Entropy and AFSA-SVM
by: Zhang Luyang, et al.
Published: (2018-01-01)