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In this paper, a new process monitoring approach is proposed for multimode time-varying processes. The Kronecker product is introduced to modify the monitoring matrices. Then the original space can be separated into two different parts, which are the common part and the specific part. There are both time-varying similarity and dissimilarity in the underlying correlations of different modes, which...
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