| Fault detection using multiscale PCA-based moving window GLRT MZ Sheriff, M Mansouri, MN Karim, H Nounou, M Nounou Journal of Process Control 54, 47-64, 2017 | 118 | 2017 |
| Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters P Shah, MZ Sheriff, MSF Bangi, C Kravaris, JSI Kwon, C Botre, J Hirota Chemical Engineering Journal 441, 135643, 2022 | 59 | 2022 |
| Chronic leak detection for single and multiphase flow: A critical review on onshore and offshore subsea and arctic conditions N Behari, MZ Sheriff, MA Rahman, M Nounou, I Hassan, H Nounou Journal of Natural Gas Science and Engineering 81, 103460, 2020 | 50 | 2020 |
| Process monitoring using data-based fault detection techniques: Comparative studies MZ Sheriff, C Botre, M Mansouri, H Nounou, M Nounou, MN Karim Fault diagnosis and detection 32, 137-144, 2017 | 44 | 2017 |
| Statistical fault detection of chemical process-comparative studies M Mansouri, MZ Sheriff, R Baklouti, M Nounou, H Nounou, AB Hamida, ... Journal of Chemical Engineering & Process Technology 7 (1), 282-291, 2016 | 42 | 2016 |
| Multiclass data classification using fault detection-based techniques N Basha, MZ Sheriff, C Kravaris, H Nounou, M Nounou Computers & Chemical Engineering 136, 106786, 2020 | 30 | 2020 |
| Multi‐rate observer design and optimal control to maximize productivity of an industry‐scale fermentation process P Shah, MZ Sheriff, MSF Bangi, C Kravaris, JSI Kwon, C Botre, J Hirota AIChE Journal 69 (2), e17946, 2023 | 18 | 2023 |
| Process monitoring using PCA-based GLR methods: A comparative study MZ Sheriff, MN Karim, HN Nounou, MN Nounou Journal of computational science 27, 227-246, 2018 | 16 | 2018 |
| Univariate process monitoring using multiscale Shewhart charts MZ Sheriff, F Harrou, M Nounou 2014 International Conference on Control, Decision and Information …, 2014 | 15 | 2014 |
| Evaluation of a Combined MHE-NMPC Approach to Handle Plant-Model Mismatch in a Rotary Tablet Press YS Huang, MZ Sheriff, S Bachawala, M Gonzalez, ZK Nagy, GV Reklaitis Processes 9 (9), 1612, 2021 | 13 | 2021 |
| Fault detection of single and interval valued data using statistical process monitoring techniques MZ Sheriff, N Basha, MN Karim, H Nounou, M Nounou Fault Detection, Diagnosis and Prognosis, 105, 2019 | 12* | 2019 |
| Design of functional observers for fault detection and isolation in nonlinear systems in the presence of noises S Venkateswaran, MZ Sheriff, B Wilhite, C Kravaris Journal of Process Control 108, 68-85, 2021 | 7 | 2021 |
| Monitoring of chemical processes using improved multiscale KPCA MZ Sheriff, MN Karim, MN Nounou, H Nounou, M Mansouri 2017 4th International Conference on Control, Decision and Information …, 2017 | 7 | 2017 |
| Improved Fault Detection and Process Safety Using Multiscale Shewhart Charts MZ Sheriff, MN Nounou J Chem Eng Process Technol 8 (328), 1-16, 2017 | 7 | 2017 |
| Improved Shewhart Chart Using Multiscale Representation MZ Sheriff | 7 | 2015 |
| Enhanced performance of shewhart charts using multiscale representation MZ Sheriff, MN Nounou 2016 American Control Conference (ACC), 6923-6928, 2016 | 6 | 2016 |
| An operating economics-driven perspective on monitoring and maintenance in multiple operating regimes: Application to monitor fouling in heat exchangers MZ Sheriff, MN Karim, C Kravaris, HN Nounou, MN Nounou Chemical Engineering Research and Design 184, 233-245, 2022 | 4 | 2022 |
| Fault detection of nonlinear systems using an improved KPCA method MZ Sheriff, MN Karim, MN Nounou, H Nounou, M Mansouri 2017 4th International Conference on Control, Decision and Information …, 2017 | 4 | 2017 |
| Development of a Virtual Sensor for Real-Time Prediction of Granule Flow Properties RB Lagare, MA da Conceicao, ACA Rosario, KL Young, YS Huang, ... Computer Aided Chemical Engineering 51, 1081-1086, 2022 | 3 | 2022 |
| Research on pinhole accidental gas release in pipelines: Statistical modeling, real gas CFD simulation, and validation B Ayyildiz, MZ Sheriff, MA Rahman, A Delgado, I Hassan, H Nounou, ... Process Safety and Environmental Protection 176, 786-796, 2023 | 2 | 2023 |
Mohamed N. NounouProfessor of Chemical Engineering, Texas A&M University at QatarVerified email at qatar.tamu.edu
