A review of the Expectation Maximization algorithm in data-driven process identification von Sammaknejad, Nima, Zhao, Yujia, Huang, Biao

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A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data von Fang, Mengqi, Kodamana, Hariprasad, Huang, Biao, Sammaknejad, Nima

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Approaches to robust process identification: A review and tutorial of probabilistic methods von Kodamana, Hariprasad, Huang, Biao, Ranjan, Rishik, Zhao, Yujia, Tan, Ruomu, Sammaknejad, Nima

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Robust Diagnosis of Operating Mode Based on Time-Varying Hidden Markov Models von Sammaknejad, Nima, Biao Huang, Yaojie Lu

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Real-time multivariate statistical monitoring of biopharmaceutical processes with no prior product-specific history von Sammaknejad, Nima, Lee, Jessica, Austria, Jan Michael, Duenas, Nadia, Heiba, Leila, Reed, Drew, Ephraim, Bibi, Sridharan, Govi, Justice, Jessica, Davis, Jeff, Undey, Cenk

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Operating condition diagnosis based on HMM with adaptive transition probabilities in presence of missing observations von Sammaknejad, Nima, Huang, Biao, Xiong, Weili, Fatehi, Alireza, Xu, Fangwei, Espejo, Aris

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Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation von Sammaknejad, Nima, Huang, Biao, Fatehi, Alireza, Miao, Yu, Xu, Fangwei, Espejo, Aris

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REAL-TIME AUTOMATED MONITORING AND CONTROL OF ULTRAFILTRATION/DIAFILTRATION (UF/DF) CONDITIONING AND DILUTION PROCESSES von SAUCEDO, Victor M, WOON, Nicholas T, SAMMAKNEJAD, Nima, SRIDHARAN, Govindaraj, LAZZARESCHI, John R, EPHRAIM, Bibi

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REAL-TIME AUTOMATED MONITORING AND CONTROL OF ULTRAFILTRATION/DIAFILTRATION (UF/DF) CONDITIONING AND DILUTION PROCESSES von SAUCEDO, Victor M, WOON, Nicholas T, SAMMAKNEJAD, Nima, SRIDHARAN, Govindaraj, LAZZARESCHI, John R, EPHRAIM, Bibi

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Adaptive Soft Sensing and On-line Estimation of the Critical Minimum Velocity with Application to an Oil Sand Primary Separation Vessel∗∗The authors would like to acknowledge finan... von Sammaknejad, Nima, Huang, Biao, Sanders, R. Sean, Miao, Yu, Xu, Fangwei, Espejo, Aris

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