On-line prediction remaining useful life for ball bearings via grey NARX

The Huge vibration data are generated continuously by many sensors in daily high-speed rotating machinery operations. Accurate online prediction based on big vibration data streaming can reduce the risks related to failures and avoid service disruptions. This paper presents a hybrid nonlinear autore...

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Bibliographic Details
Main Authors: Qiming Niu, Qingbin Tong, Junci Cao, Yihuang Zhang, Feng Liu
Format: Article
Language:English
Published: JVE International 2019-02-01
Series:Journal of Vibroengineering
Subjects:
Online Access:https://www.jvejournals.com/article/20120