Loading...

Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM

The goal of the paper is to present a solution to improve the fault detection accuracy of rolling bearings. The method is based on variational mode decomposition (VMD), multiscale permutation entropy (MPE) and the particle swarm optimization-based support vector machine (PSO-SVM). Firstly, the origi...

Full description

Saved in:
Bibliographic Details
Published in:Entropy (Basel)
Main Authors: Ye, Maoyou, Yan, Xiaoan, Jia, Minping
Format: Artigo
Language:Inglês
Published: MDPI 2021
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8233737/
https://ncbi.nlm.nih.gov/pubmed/34208777
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23060762
Tags: Add Tag
No Tags, Be the first to tag this record!