Process monitoring based on distributed principal component analysis with angle-relevant variable selection

Multivariate statistics process monitoring can achieve dimensionality reduction and latent feature extraction on process variables. However, process variables without beneficial information may affect the monitoring performance. This article proposes a distributed principal component analysis method...

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Bibliographic Details
Main Authors: Chen Xu, Fei Liu
Format: Article
Language:English
Published: SAGE Publishing 2019-06-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147719857583