Quality-Relevant Batch Process Fault Detection Using a Multiway Multi-Subspace CVA Method

For batch process fault detection, regular data-driven methods cannot distinguish quality-irrelevant faults from quality-relevant faults. To solve such problem, we propose a multiway multisubspace canonical variate analysis (MMCVA) method for the batch processes. First, the combination of batch-wise...

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Bibliographic Details
Main Authors: Yuping Cao, Yongping Hu, Xiaogang Deng, Xuemin Tian
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8076823/