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The 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 the multiplicity of the operation stage is an inherent nature of many batch processes, a stage-based model was developed by the clustering algorithm based on the process correlation characteristic. However, misclassification may occur...
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