Bearing Early Fault Diagnosis Based on an Improved Multiscale Permutation Entropy and SVM

Bearing Early Fault Diagnosis Based on an Improved Multiscale Permutation Entropy and SVM

Bearing fault is a process of gradual development and deepening. In the early stage of the fault, if it can be found out in time and taken reasonable prevention and elimination measures, we can avoid serious losses and safety accidents. Therefore, the feature extraction and analysis of early weak fa...

Full description

Bibliographic Details
Main Authors:	Qunyan Jiang, Juying Dai, Faming Shao, Shengli Song, Fanjie Meng
Format:	Article
Language:	English
Published:	Hindawi Limited 2022-01-01
Series:	Shock and Vibration
Online Access:	http://dx.doi.org/10.1155/2022/2227148

Similar Items

Rolling Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and SOA-SVM
by: Xi Zhang, et al.
Published: (2022-06-01)

Fault Diagnosis of Rolling Bearing Based on Multiscale Intrinsic Mode Function Permutation Entropy and a Stacked Sparse Denoising Autoencoder
by: Juying Dai, et al.
Published: (2019-07-01)

Composite Multiscale Transition Permutation Entropy-Based Fault Diagnosis of Bearings
by: Jing Guo, et al.
Published: (2022-10-01)

Adaptive Multiscale Weighted Permutation Entropy for Rolling Bearing Fault Diagnosis
by: Zhiqiang Huo, et al.
Published: (2020-01-01)

Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine
by: Jian-Jiun Ding, et al.
Published: (2012-07-01)

Fault Diagnosis Method for the Bearing of Reciprocating Compressor based on LMD Multiscale Entropy and SVM
by: Yang Songshan, et al.
Published: (2015-01-01)

Rolling bearing fault diagnosis based on generalized multiscale mean permutation entropy and GWO‐LSSVM
by: Li Liu, et al.
Published: (2023-08-01)

Fault Diagnosis for Rolling Element Bearings Based on Feature Space Reconstruction and Multiscale Permutation Entropy
by: Weibo Zhang, et al.
Published: (2019-05-01)

Fault Diagnosis of Rolling Bearing Using Multiscale Amplitude-Aware Permutation Entropy and Random Forest
by: Yinsheng Chen, et al.
Published: (2019-09-01)

A New Fuzzy Logic Classifier Based on Multiscale Permutation Entropy and Its Application in Bearing Fault Diagnosis
by: Wenhua Du, et al.
Published: (2019-12-01)

Rolling Bearing Diagnosis Based on Composite Multiscale Weighted Permutation Entropy
by: Xiong Gan, et al.
Published: (2018-10-01)

A Novel Bearing Multi-Fault Diagnosis Approach Based on Weighted Permutation Entropy and an Improved SVM Ensemble Classifier
by: Shenghan Zhou, et al.
Published: (2018-06-01)

Time-Shift Multi-scale Weighted Permutation Entropy and GWO-SVM Based Fault Diagnosis Approach for Rolling Bearing
by: Zhilin Dong, et al.
Published: (2019-06-01)

Use of Composite Multivariate Multiscale Permutation Fuzzy Entropy to Diagnose the Faults of Rolling Bearing
by: Qiang Yuan, et al.
Published: (2023-07-01)

Graph Multi-Scale Permutation Entropy for Bearing Fault Diagnosis
by: Qingwen Fan, et al.
Published: (2023-12-01)

Fault Diagnosis for Rail Vehicle Axle-Box Bearings Based on Energy Feature Reconstruction and Composite Multiscale Permutation Entropy
by: Xiaochao Wang, et al.
Published: (2019-09-01)

FAULT DIAGNOSIS OF BALL BEARING BASED ON ELCD PERMUTATION ENTROPY AND RVM
by: WANG Xia, et al.
Published: (2019-01-01)

A New Fault Diagnosis Classifier for Rolling Bearing United Multi-Scale Permutation Entropy Optimize VMD and Cuckoo Search SVM
by: Zijian Guo, et al.
Published: (2020-01-01)

Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks
by: Hongmei Li, et al.
Published: (2020-07-01)

Bearings fault diagnosis based on adaptive local iterative filtering–multiscale permutation entropy and multinomial logistic model with group-lasso
by: Jinbao Zhang, et al.
Published: (2019-03-01)

Fault Diagnosis for Rolling Bearings Based on Composite Multiscale Fine-Sorted Dispersion Entropy and SVM With Hybrid Mutation SCA-HHO Algorithm Optimization
by: Wenlong Fu, et al.
Published: (2020-01-01)

Low-Speed Bearing Fault Diagnosis Based on Permutation and Spectral Entropy Measures
by: Diego Sandoval, et al.
Published: (2020-07-01)

Fault Diagnosis of Rolling Bearing based on Improved HHT Energy Entropy and SVM
by: Zhou Xiaolong, et al.
Published: (2016-01-01)

Gearbox Fault Diagnosis Method Based on Improved Multi-Scale Mean Permutation Entropy and Parameter Optimization SVM
by: Guo Panpan, et al.
Published: (2023-01-01)

Research on fault identification method based on multi-resolution permutation entropy and ABC-SVM
by: Jingzong Yang, et al.
Published: (2022-02-01)

Data Decomposition Techniques with Multi-Scale Permutation Entropy Calculations for Bearing Fault Diagnosis
by: Muhammad Naveed Yasir, et al.
Published: (2018-04-01)

Fault Diagnosis of Hydroelectric Units Based on a Novel Multiscale Fractional-Order Weighted Permutation Entropy
by: Wenjing Zhang, et al.
Published: (2022-10-01)

Application of ICEEMDAN Energy Entropy and AFSA-SVM for Fault Diagnosis of Hoist Sheave Bearing
by: Ziming Kou, et al.
Published: (2020-11-01)

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

Rope Tension Fault Diagnosis in Hoisting Systems Based on Vibration Signals Using EEMD, Improved Permutation Entropy, and PSO-SVM
by: Shaohua Xue, et al.
Published: (2020-02-01)

A Rolling Bearing Fault Classification Scheme Based on k-Optimized Adaptive Local Iterative Filtering and Improved Multiscale Permutation Entropy
by: Yi Zhang, et al.
Published: (2021-02-01)

Rotating Machinery Fault Diagnosis Based on Improved Multiscale Amplitude-Aware Permutation Entropy and Multiclass Relevance Vector Machine
by: Yinsheng Chen, et al.
Published: (2019-10-01)

A Hybrid Multiscale Permutation Entropy-Based Fault Diagnosis and Inconsistency Evaluation Approach for Lithium Battery of E-Vehicles
by: Muyangzi Lin, et al.
Published: (2022-01-01)

Composite Multivariate Multi-Scale Permutation Entropy and Laplacian Score Based Fault Diagnosis of Rolling Bearing
by: Wanming Ying, et al.
Published: (2022-01-01)

Optimized Adaptive Local Iterative Filtering Algorithm Based on Permutation Entropy for Rolling Bearing Fault Diagnosis
by: Yong Lv, et al.
Published: (2018-12-01)

A Novel Intelligent Method for Bearing Fault Diagnosis Based on EEMD Permutation Entropy and GG Clustering
by: Jingbao Hou, et al.
Published: (2020-01-01)

Refined Composite Multiscale Fuzzy Dispersion Entropy and Its Applications to Bearing Fault Diagnosis
by: Mostafa Rostaghi, et al.
Published: (2023-10-01)

Fault Diagnosis Method for Rolling Bearings Based on Composite Multiscale Fluctuation Dispersion Entropy
by: Xiong Gan, et al.
Published: (2019-03-01)

Multiscale Weighted Permutation Entropy Analysis of Schizophrenia Magnetoencephalograms
by: Dengxuan Bai, et al.
Published: (2022-02-01)

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)