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Journal Articles
- 2024
[j27]Imen Ben Abdelwahed
, Kais Bouzrara:
Control of pH neutralization process using NMPC based on discrete time NARX-Laguerre model. Comput. Chem. Eng. 189: 108802 (2024)- 2023
- [j26]Khaled Dhibi, Majdi Mansouri, Mohamed Trabelsi, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems. IEEE Access 11: 15763-15771 (2023) - 2022
- [j25]Khaled Dhibi, Majdi Mansouri, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Interval-Valued Reduced Ensemble Learning Based Fault Detection and Diagnosis Techniques for Uncertain Grid-Connected PV Systems. IEEE Access 10: 47673-47686 (2022) - 2021
- [j24]Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Mohamed Trabelsi, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation. IEEE Access 9: 64267-64277 (2021) - [j23]Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems. IEEE Access 9: 155622-155633 (2021) - [j22]Radhia Fezai, Majdi Mansouri, Kamaleldin Abodayeh, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig, Kais Bouzrara:
Online statistical hypothesis test for leak detection in water distribution networks. J. Intell. Fuzzy Syst. 40(5): 8665-8681 (2021) - 2020
- [j21]Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara:
A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems. IEEE Access 8: 219672-219679 (2020) - [j20]Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara:
Enhanced SVM-KPCA Method for Brain MR Image Classification. Comput. J. 63(3): 383-394 (2020) - [j19]Nadia Hajji, Saber Maraoui, Kais Bouzrara:
Robust distributed nonlinear model predictive control via dual decomposition approach based on game theory. J. Frankl. Inst. 357(12): 7680-7695 (2020) - [j18]Safa Maraoui, Kais Bouzrara:
Parametric identification of linear systems using AutoRegressive with eXogenous input model expansion on Meixner-like orthonormal bases. Trans. Inst. Meas. Control 42(2): 306-321 (2020) - [j17]Dine El Houda Hammami, Saber Maraoui, Kais Bouzrara:
Nonlinear distributed model predictive control with dual decomposition and event-based communication approach. Trans. Inst. Meas. Control 42(15): 2929-2940 (2020) - 2019
- [j16]Syrine Neffati, Khaoula Ben Abdellafou, Ines Jaffel, Okba Taouali, Kais Bouzrara:
An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification. Int. J. Imaging Syst. Technol. 29(2): 121-131 (2019) - [j15]Safa Maraoui, Abdelkader Krifa, Kais Bouzrara:
Robust predictive control based on the Meixner-like model. J. Frankl. Inst. 356(12): 6226-6254 (2019) - [j14]Safa Maraoui, Kais Bouzrara, José Ragot:
Synthesis of a Proportional Integral Derivative control law based on the Meixner-like model. Trans. Inst. Meas. Control 41(3): 780-792 (2019) - [j13]Abdelkader Krifa, Kais Bouzrara:
Robust H∞ gain neuro-adaptive observer design for nonlinear uncertain systems. Trans. Inst. Meas. Control 41(8): 2293-2309 (2019) - [j12]Nadia Hajji, Saber Maraoui, Larbi Chrifi-Alaoui, Kais Bouzrara:
Nonlinear distributed model predictive control for complex systems: application for hydraulic system. Trans. Inst. Meas. Control 41(10): 2751-2763 (2019) - 2018
- [j11]Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara, Tarek Garna:
Non-linear system modelling based on NARX model expansion on Laguerre orthonormal bases. IET Signal Process. 12(2): 228-241 (2018) - [j10]Safa Chouchane, Kais Bouzrara, Hassani Messaoud:
Estimation of the order and the memory of Volterra model from input/output observations. Int. J. Model. Identif. Control. 29(3): 244-254 (2018) - [j9]Safa Maraoui, Kais Bouzrara, José Ragot:
Identification of a linear parameter varying system based on Meixner-like model. Trans. Inst. Meas. Control 40(2): 657-665 (2018) - [j8]Ameni El Anes, Kais Bouzrara, José Ragot:
Reduced model of linear systems via Laguerre filters. Trans. Inst. Meas. Control 40(5): 1510-1520 (2018) - 2017
- [j7]Safa Maraoui, Abdelkader Krifa, Kais Bouzrara:
Model reduction of discrete-time linear systems using Meixner-like filters. IMA J. Math. Control. Inf. 34(4): 1099-1115 (2017) - 2016
- [j6]Safa Maraoui, Abdelkader Krifa, Kais Bouzrara:
System approximations based on Meixner-like models. IET Signal Process. 10(5): 457-464 (2016) - 2014
- [j5]Gnaba Sarah, Tarek Garna, Kais Bouzrara, José Ragot, Hassani Messaoud:
Online identification of the bilinear model expansion on Laguerre orthonormal bases. Int. J. Control 87(3): 441-463 (2014) - [j4]Tarek Garna, Kais Bouzrara, José Ragot, Hassani Messaoud:
Optimal expansions of discrete-time bilinear models using Laguerre functions. IMA J. Math. Control. Inf. 31(3): 313-343 (2014) - 2013
- [j3]Kais Bouzrara, Tarek Garna, José Ragot, Hassani Messaoud:
Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output. Int. J. Control 86(3): 369-385 (2013) - [j2]Kais Bouzrara, Abdelkader Mbarek, Tarek Garna:
Non-linear predictive controller for uncertain process modelled by GOBF-Volterra models. Int. J. Model. Identif. Control. 19(4): 307-322 (2013) - 2012
- [j1]Abdelkader Mbarek, Tarek Garna, Kais Bouzrara, Hassani Messaoud:
Reduced complexity Volterra model of non-linear MISO system. Int. J. Model. Identif. Control. 16(2): 134-148 (2012)
Conference and Workshop Papers
- 2024
- [c36]Amal Hichri, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara:
Implementation of Genetic Algorithm Optimization based Artificial Neural Network on Raspberry Pi for Fault Diagnosis. CoDIT 2024: 2995-3001 - [c35]Zahra Yahyaoui, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara:
Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique. CoDIT 2024: 3002-3008 - [c34]Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou:
Real-Time Fault Detection and Diagnosis Method for Industrial Chemical Tennessee Eastman Process. CoDIT 2024: 3009-3014 - [c33]Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou:
Real-Time Fault Detection Scheme for Industrial Chemical Tennessee Eastman Process. CoDIT 2024: 3015-3020 - [c32]Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara:
Pole optimization of NARX-Laguerre model using Gradient method. ICCAD 2024: 1-6 - [c31]Imen Ben Abdelwahed, Kais Bouzrara:
Control of Continuous Stirred Tank Reactor using PI corrector based on NARX model. ICCAD 2024: 1-6 - [c30]Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara:
PID control based on MIMO-ARX Laguerre model. ICCAD 2024: 1-6 - 2023
- [c29]Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara:
Robust identification of nonlinear systems represented by second order NARX-Laguerre model. ICCAD 2023: 1-6 - [c28]Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara:
Robust parametric estimation based on MIMO ARX Laguerre model. ICCAD 2023: 1-6 - 2022
- [c27]Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Uncertain Fault Diagnosis of Grid-Connected PV Systems based Improved Data-Driven Paradigms. SSD 2022: 835-840 - [c26]Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems. SSD 2022: 841-845 - [c25]Amal Hichri, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems. SSD 2022: 1150-1155 - [c24]Amal Hichri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems. CoDIT 2022: 1312-1317 - [c23]Khadija Attouri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique. CoDIT 2022: 1318-1323 - [c22]Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Improved Ensemble Approach for Fault Diagnosis of Wind Energy Conversion Systems. CoDIT 2022: 1324-1329 - [c21]Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Enhanced Recurrent Neural Network for Fault Diagnosis of Uncertain Wind Energy Conversion Systems. CoDIT 2022: 1330-1335 - [c20]Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique. CoDIT 2022: 1336-1341 - [c19]Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou:
Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems. CoDIT 2022: 1342-1347 - 2021
- [c18]Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi:
Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems. SSD 2021: 103-108 - [c17]Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara:
Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA. SSD 2021: 580-588 - [c16]Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi:
Reduced GPR based RF Approach for Fault Diagnosis of Wind Energy Conversion Systems. SSD 2021: 595-600 - [c15]Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi:
Random forest-based nonlinear improved feature extraction and selection for fault classification. SSD 2021: 601-606 - [c14]Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig:
A Novel Leak Detection Approach in Water Distribution Networks. SSD 2021: 607-612 - [c13]Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara:
Faults Classification in Grid-Connected Photovoltaic Systems. SSD 2021: 1431-1437 - 2020
- [c12]Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat:
Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring. SSD 2020: 302-307 - [c11]Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat:
Fault detection of uncertain nonlinear process using interval-valued data-driven approach. SSD 2020: 585-590 - 2019
- [c10]Syrine Neffati, Okba Taouali, Kais Bouzrara:
New kernel method for MRI classification. SSD 2019: 1-6 - [c9]Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara:
Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring. IINTEC 2019: 180-185 - 2017
- [c8]Ameni El Anes, Saber Maraoui, Kais Bouzrara:
Gradient method for optimal expansions of MIMO ARX model on Laguerre bases. ICCAD 2017: 7-12 - [c7]Ameni El Anes, Kais Bouzrara:
Parameter complexity reduction of multivariable systems using genetic algorithm. ICCAD 2017: 13-18 - [c6]Nadia Hajji, Anouar Benamor, Saber Maraoui, Kais Bouzrara:
Centralized sliding mode control with input delay of complex system: Application to a four tank system. ICCAD 2017: 82-86 - [c5]Sana Achek, Tarek Garna, Kais Bouzrara:
Nonlinear predictive control based on the bilinear-Laguerre model. ICCAD 2017: 92-97 - [c4]Abdelkader Krifa, Kais Bouzrara:
Approximation of nonlinear term in model robotic. ICCAD 2017: 185-190 - [c3]Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara:
Online identification of MIMO ARX-Laguerre model. ICCAD 2017: 191-196 - [c2]Safa Maraoui, Abdelkader Krifa, Kais Bouzrara:
Determination of membership set of Meixner-like model parameters. ICCAD 2017: 470-475 - [c1]Safa Maraoui, Kais Bouzrara:
Parametric complexity reduction of the Meixner-like model using genetic algorithms. ICCAD 2017: 476-481
Coauthor Index
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