A sequential quality prediction algorithm based on information increment matrix is proposed for multiphase batch processes. It can overcome the limits of some phase partition algorithms, which cannot cope with the sequence and dynamics of the processes and may inevitably divide the samples with discontinuous time sequence but similar characteristics into the same phase. First, the 3 D data is transformed into 2 D data by batch-wise unfolding and splitted into extended time slices that equipped with quality ...
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