M. Ziyan Sheriff

Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters

Parth Shah, M. Ziyan Sheriff, Mohammed Saad Faizan Bangi et al. · Chemical Engineering Journal · 2022 · 129 citations

Model Optimization, Process Design, Engineering +10

Fault detection using multiscale PCA-based moving window GLRT

M. Ziyan Sheriff, Majdi Mansouri, M. Nazmul Karim et al. · Journal of Process Control · 2017 · 123 citations

Reliability Engineering, Machine Vision, Engineering +7

Multi‐rate observer design and optimal control to maximize productivity of an industry‐scale fermentation process

Parth Shah, M. Ziyan Sheriff, Mohammed Saad Faizan Bangi et al. · AIChE Journal · 2022 · 32 citations

Engineering, Industrial Engineering, Smart Manufacturing +18

Multiclass data classification using fault detection-based techniques

Nour Basha, M. Ziyan Sheriff, Costas Kravaris et al. · Computers & Chemical Engineering · 2020 · 30 citations

Data Classification, Classification Method, Reliability Engineering +13

Evaluation of a Combined MHE-NMPC Approach to Handle Plant-Model Mismatch in a Rotary Tablet Press

Yan-Shu Huang, M. Ziyan Sheriff, Sunidhi Bachawala et al. · Processes · 2021 · 25 citations · Full text

Control Method, Engineering, Industrial Engineering +14