A roller bearing fault diagnosis method using interval support vector deterministic optimization based on nested PSO

A roller bearing fault diagnosis method using interval support vector deterministic optimization based on nested PSO

An interval support vector deterministic optimization model (ISVD) is proposed for the fault classification problem of uncertainty samples in this paper. Firstly, based on the order relation theory, support vector machines using interval samples is transformed into ISVD, which is a two-objective opt...

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Bibliographic Details
Main Authors: Qinge Dai, Yongqi Chen, Yang Chen
Format: Article
Language:English
Published: JVE International 2018-12-01
Series:Journal of Vibroengineering
Subjects:
roller bearing
ISVD
nested PSO
interval
Online Access:https://www.jvejournals.com/article/19613

Internet

https://www.jvejournals.com/article/19613

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