Batch Process Monitoring Based on Multiway Global Preserving Kernel Slow Feature Analysis

As an effective nonlinear dynamic data analysis tool, kernel slow feature analysis (KSFA) has achieved great success in continuous process monitoring field during recent years. However, its application to batch process monitoring is unexploited, which is a more challenging task because of the compli...

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Bibliographic Details
Main Authors: Hanyuan Zhang, Xuemin Tian, Xiaogang Deng
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/7865899/