A Novel Process Monitoring Method Based on Dynamic Related ReliefF-SFA Method

A Novel Process Monitoring Method Based on Dynamic Related ReliefF-SFA Method

This paper proposes a condition monitoring method based on Dynamic Related ReliefF-SFA (DRRSFA), which solves the problem of huge variable dimensions and strong autocorrelation in process monitoring. First, the samples are mapped into a new space, and the slow projection components (SPCs) of the sam...

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Bibliographic Details
Main Authors: Xiaozhi Liu, Yue Zhang, Liping Zhang, Yinghua Yang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Process monitoring
slow feature analysis
slow projection components
ReliefF algorithm
projection components
Online Access:https://ieeexplore.ieee.org/document/9016214/

Internet

https://ieeexplore.ieee.org/document/9016214/

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