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Online monitoring of chemical industrial processes is crucial to the healthy assessment of the operation status. In recent years, the monitoring schemes based on probabilistic principal component analysis (PPCA) models have been developed and applied in industries. PPCA is an effective tool for detecting the variations of process variables but does not utilize quality variables. In this paper, the...
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