Multiway dynamic nonlinear global neighborhood preserving embedding method for monitoring batch process

Aiming at the dynamic and nonlinear characteristics of batch process, a multiway dynamic nonlinear global neighborhood preserving embedding algorithm is proposed. For the nonlinear batch process monitoring, kernel mapping is widely used to eliminate nonlinearity by projecting the data into high-dime...

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Bibliographic Details
Main Authors: Yongyong Hui, Xiaoqiang Zhao
Format: Article
Language:English
Published: SAGE Publishing 2020-05-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/0020294020911390

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