| Fault diagnosis of time-varying processes using modified reconstruction-based contributions LM Elshenawy, TA Mahmoud Journal of Process Control 70, 12-23, 2018 | 34 | 2018 |
| Unsupervised machine learning techniques for fault detection and diagnosis in nuclear power plants LM Elshenawy, MA Halawa, TA Mahmoud, HA Awad, MI Abdo Progress in nuclear energy 142, 103990, 2021 | 29 | 2021 |
| Fault detection and diagnosis strategy based on k-nearest neighbors and fuzzy C-means clustering algorithm for industrial processes LM Elshenawy, C Chakour, TA Mahmoud Journal of the Franklin institute 359 (13), 7115-7139, 2022 | 22 | 2022 |
| Optimal fractional-order PID controller based on fractional-order actor-critic algorithm R Shalaby, M El-Hossainy, B Abo-Zalam, TA Mahmoud Neural Computing and Applications 35 (3), 2347-2380, 2023 | 20 | 2023 |
| Simultaneous fault detection and diagnosis using adaptive principal component analysis and multivariate contribution analysis LM Elshenawy, TA Mahmoud, C Chakour Industrial & Engineering Chemistry Research 59 (47), 20798-20815, 2020 | 20 | 2020 |
| Direct Adaptive Control for Nonlinear Systems Using A TSK Fuzzy Echo State Network Based on Fractional-Order Learning Algorithm TA Mahmoud, MI Abdo, EA Elsheikh, L Elshenawy Journal of the Frankli, 2021 | 15 | 2021 |
| Echo state neural network based state feedback control for SISO affine nonlinear systems TA Mahmoud, LM Elshenawy Proceedings of 1st IFAC Conference on Modeling, Identification and Control …, 2015 | 15 | 2015 |
| Adaptive Control Scheme Based on Least Squares Support Vector Machine Network TA Mahmoud International Journal of Applied Mathematics and Computer Science 21 (4 …, 2011 | 13 | 2011 |
| Wavelet fuzzy neural network-based predictive control system NM El-Rabaie, HA Awad, TA Mahmoud Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference (IEEE …, 2004 | 11 | 2004 |
| A developed analytical model for the pressurizer unit in nuclear power plants AA Sheta, EH Ali, RM Fikry, SM ElAraby, TA Mahmoud, MI Mahmoud Journal of Radiation Research and Applied Sciences 14 (1), 179-203, 2021 | 8 | 2021 |
| Observer-Based Echo-State Neural Network Control for a Class of Nonlinear Systems TA Mahmoud, LM Elshenawy Transactions of the Institute of Measurement and Control, 2016 | 8 | 2016 |
| TSK fuzzy echo state neural network: a hybrid structure for black-box nonlinear systems identification TAMLM Elshenawy Neural Computing and Applications, 2022 | 6* | 2022 |
| Fault Detection of Nonlinear Processes Using Fuzzy C-means-based Kernel PCA LM Elshenawy, TA Mahmoud International Conference on Machine Learning, Electrical and Mechanical …, 2014 | 4 | 2014 |
| Multi Resolution Wavelet Least Squares Support Vector Machine Network for Nonlinear System Modelling TA Mahmoud 15th International Conference on Methods and Models in Automation and …, 2010 | 3 | 2010 |
| A novel neural network-based control scheme for controlling the multivariable anesthesia NM El-Rabaie, TAM Hamdi A. Awad Proceedings of Minufiya Journal of Electronic Engineering Research 17 (1), 2007 | 3* | 2007 |
| Design of data-driven model for the pressurizer system in nuclear power plants using a TSK fuzzy neural network TA Mahmoud, AA Sheta, RM Fikry, EH Ali, SM El-Araby, MI Mahmoud Nuclear Engineering and Design 399, 2022 | 2 | 2022 |
| Efficient Linearized Model of Pressurizer System in Pressurized Water Reactors for Control Purposes AA Sheta, EH Ali, RM Fikry, TA Mahmoud, SM El-Araby, MI Mahmoud Journal of Physics: Conference Series 1447 (1), 012037, 2020 | 2 | 2020 |
| Direct Adaptive Control Based on LS-SVM Inverse Model For Nonlinear Systems TA Mahmoud, LM Elshenawy Proceedings of 19th International Conference on Methods and Models in …, 2014 | 2 | 2014 |
| A Hybrid Fractional Order Fuzzy PID Controller Using Interval Type- 2 Fuzzy Neural Network MI Abdo, NAA Majeed, TA Mahmoud, EA Elsheikh 023 3rd International Conference on Electronic Engineering (ICEEM), Menouf …, 2023 | 1 | 2023 |
| Dynamic Recurrent Neural Network Based Indirect Adaptive Control for Nonlinear Systems MA Hussien, TA Mahmoud, MI Mahmoud Minufiya Journal of Electronic Engineering Research (MJEER) 26 (1), 2017 | 1 | 2017 |
Lamiaa ElshenawyAssociate Professor, Department of Industrial Electronics and Control Engineering, MenoufiaVerified email at el-eng.menofia.edu.eg
