Nima Sammaknejad

Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation

Alireza Fatehi, Biao Huang, Nima Sammaknejad, 2014, Comput. Chem. Eng..

Operating condition diagnosis based on HMM with adaptive transition probabilities in presence of missing observations

Alireza Fatehi, Biao Huang, Weili Xiong, 2015 .

Adaptive Soft Sensing and On-line Estimation of the Critical Minimum Velocity with Application to an Oil Sand Primary Separation Vessel

Biao Huang, Nima Sammaknejad, Fangwei Xu, 2015 .

Robust Diagnosis of Operating Mode Based on Time-Varying Hidden Markov Models

Yaojie Lu, Biao Huang, Nima Sammaknejad, 2016, IEEE Transactions on Industrial Electronics.

A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data

Biao Huang, Nima Sammaknejad, Hariprasad Kodamana, 2018, Comput. Chem. Eng..

Fault Detection and Isolation Based on Hidden Markov Models

Nima Sammaknejad, 2015 .

Approaches to robust process identification: A review and tutorial of probabilistic methods

Nima Sammaknejad, Ruomu Tan, Hariprasad Kodamana, 2018, Journal of Process Control.

A review of the Expectation Maximization algorithm in data-driven process identification

Biao Huang, Nima Sammaknejad, Yujia Zhao, 2019, Journal of Process Control.