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The χ2 and Hotelling control charts of the first three principle components (PCs) in Phase I (A and B), and the first two independence principle components (IPCs) in Phase I (C and D) and Phase II (E and F). Red solid lines represented the upper control limits (UCL) of control charts with 99% confidence region.
