Data-Driven Incipient Fault Prediction for Non-Stationary and Non-Linear Rotating Systems: Methodology, Model Construction and Application

Data-Driven Incipient Fault Prediction for Non-Stationary and Non-Linear Rotating Systems: Methodology, Model Construction and Application

Many researches have been carried out on incipient fault prediction technology for key machine components (such as bearings) based on historical and real-time condition monitoring data. However, there is still lack of well-understood systematic methodologies for detecting incipient fault for rotatin...

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Bibliographic Details
Main Authors: Qingfeng Wang, Bingkun Wei, Jiahe Liu, Wensheng Ma
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Data-driven
incipient fault prediction
systematic methodology
WPD-DKPCA model
fault prediction effect
Online Access:https://ieeexplore.ieee.org/document/9233373/
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