Nima Sammaknejad

Operating condition diagnosis based on <scp>HMM</scp> with adaptive transition probabilities in presence of missing observations

Nima Sammaknejad, Biao Huang, Weili Xiong et al. · AIChE Journal · 2014 · 34 citations

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

Nima Sammaknejad, Biao Huang, Yaojie Lu · IEEE Transactions on Industrial Electronics · 2015 · 24 citations

Anomaly Detection, Engineering, Diagnosis +23

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

Mengqi Fang, Hariprasad Kodamana, Biao Huang et al. · Computers & Chemical Engineering · 2018 · 24 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +13

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

Nima Sammaknejad, Biao Huang, Alireza Fatehi et al. · Computers & Chemical Engineering · 2014 · 15 citations

Adaptive Monitoring, Process Operation, Engineering +15