An Integrated Approach Based on Swarm Decomposition, Morphology Envelope Dispersion Entropy, and Random Forest for Multi-Fault Recognition of Rolling Bearing

An Integrated Approach Based on Swarm Decomposition, Morphology Envelope Dispersion Entropy, and Random Forest for Multi-Fault Recognition of Rolling Bearing

Aiming at the problem that the weak faults of rolling bearing are difficult to recognize accurately, an approach on the basis of swarm decomposition (SWD), morphology envelope dispersion entropy (MEDE), and random forest (RF) is proposed to realize effective detection and intelligent recognition of...

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Bibliographic Details
Main Authors:	Shuting Wan, Bo Peng
Format:	Article
Language:	English
Published:	MDPI AG 2019-04-01
Series:	Entropy
Subjects:	swarm decomposition morphology envelope dispersion entropy random forest multi-fault recognition rolling bearing
Online Access:	https://www.mdpi.com/1099-4300/21/4/354

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