A generalized probabilistic monitoring model with both random and sequential data

• Published in: Automatica (Oxford) Vol. 144; p. 110468
• Main Authors: Yu, Wanke, Wu, Min, Huang, Biao, Lu, Chengda
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2022
• Subjects: EM algorithm; Multivariate statistical methods; Probabilistic latent variable models; Process monitoring; Process monitoring; Multivariate statistical methods; Probabilistic latent variable models; EM algorithm

Many multivariate statistical analysis methods and their corresponding probabilistic counterparts have been adopted to develop process monitoring models in recent decades. However, the insightful connections between them have rarely been studied. In this study, a generalized probabilistic monitoring...