Mohammed S. Alhajeri

Tuning Guidelines for Model-Predictive Control

Mohammed S. Alhajeri, Masoud Soroush · Industrial & Engineering Chemistry Research · 2020 · 70 citations

Control Method, Engineering, Model-based Control Technique +13

Process structure-based recurrent neural network modeling for predictive control: A comparative study

Mohammed S. Alhajeri, Junwei Luo, Zhe Wu et al. · Process Safety and Environmental Protection · 2022 · 62 citations · Full text

Recurrent Neural Network, Engineering, Machine Learning +9

Physics-informed machine learning modeling for predictive control using noisy data

Mohammed S. Alhajeri, Fahim Abdullah, Zhe Wu et al. · Process Safety and Environmental Protection · 2022 · 49 citations · Full text

Engineering, Machine Learning, Data Science +10

Machine-learning-based state estimation and predictive control of nonlinear processes

Mohammed S. Alhajeri, Zhe Wu, David Rincón et al. · Process Safety and Environmental Protection · 2021 · 45 citations · Full text

Engineering, Machine Learning, Intelligent Control +4

Model predictive control of nonlinear processes using transfer learning-based recurrent neural networks

Mohammed S. Alhajeri, Yi Ren, Feiyang Ou et al. · Process Safety and Environmental Protection · 2024 · 35 citations · Full text

Nonlinear Processes, Nonlinear System Identification, Nonlinear Control +7