Fault detection and diagnosis of rotating machinery using modified particle filter

In order to effectively monitor condition and detect fault types of high nonlinear system, and extract the features of system state under strong noise background, this paper proposes a novel fault detection and diagnosis (FDD) method based on modified particle filter (PF). The artificial neural netw...

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Bibliographic Details
Main Authors: Ke Li, Yiya Liu, Jingjing Wu, Lei Su, Peng Chen
Format: Article
Language:English
Published: JVE International 2017-08-01
Series:Journal of Vibroengineering
Subjects:
Online Access:https://www.jvejournals.com/article/18078