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In generic process monitoring approaches based on probabilistic latent variable models, such as probabilistic principal component analysis (PPCA) or factor analysis (FA) model, the online score and residual are characterized by probability distributions. However, only their expectations are involved in the calculations of monitoring statistics, square prediction error (SPE) and Hotelling T2, which...
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