A Novel Stage-Based Multiple PCA Montoring Approach for Batch Processes

Abstract

The traditional MPCA model takes the entire batch data as a single object, and it is difficult to reveal the changes of process correlation from stage to stage. Considering that multiple phases with transitions from phase to phase are important characteristics of many batch processes, it is desirable to develop stage-based models. However, some stage-based… (More)

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