An effective multivariate control chart for detecting small mean shifts using support vector data description

Conventional multivariate cumulative sum control charts are more sensitive to small shifts than T 2 control charts, but they cannot get the knowledge of manufacturing process through the learning of in-control data due to the characteristics of their own structures. To address this issue, a modified...

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Bibliographic Details
Main Authors: Beixin Xia, Zheng Jian, Lei Liu, Long Li
Format: Article
Language:English
Published: SAGE Publishing 2018-11-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814018810625