Online Process Monitoring Using Recursive Mutual Information-Based Variable Selection and Dissimilarity Analysis With No Prior Information

The traditional dissimilarity (DISSIM) method explores the underlying fault characteristic based on the data distribution and is sensitive to the structure change of the process. However, it fails to explore which variables are significant to the concerned faults and its monitoring performance, incl...

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Bibliographic Details
Main Authors: Jing Zeng, Xiaoyi Luo, Jun Liang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8482336/