Kais Bouzrara

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 54

Top Topics

Predictive Control

Fault Diagnosis

Top Venues

Trans. Inst. Meas. Control

Publications

Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara
Pole optimization of NARX-Laguerre model using Gradient method. ICCAD (2024)
Imen Ben Abdelwahed, Kais Bouzrara
Control of Continuous Stirred Tank Reactor using PI corrector based on NARX model. ICCAD (2024)
Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara
PID control based on MIMO-ARX Laguerre model. ICCAD (2024)
Imen Ben Abdelwahed, Kais Bouzrara
Control of pH neutralization process using NMPC based on discrete time NARX-Laguerre model. Comput. Chem. Eng. 189 (2024)
Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara
Robust parametric estimation based on MIMO ARX Laguerre model. ICCAD (2023)
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 (2023)
Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara
Robust identification of nonlinear systems represented by second order NARX-Laguerre model. ICCAD (2023)
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)
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)
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 (2022)
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)
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)
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)
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)
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)
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)
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)
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 (2021)
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)
Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara
Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA. SSD (2021)
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) (2021)
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
Faults Classification in Grid-Connected Photovoltaic Systems. SSD (2021)
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)
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)
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 (2021)
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)
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) (2020)
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)
Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara
Enhanced SVM-KPCA Method for Brain MR Image Classification. Comput. J. 63 (3) (2020)
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) (2020)
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 (2020)
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)
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) (2020)
Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara
Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring. IINTEC (2019)
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) (2019)
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) (2019)
Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
Robust predictive control based on the Meixner-like model. J. Frankl. Inst. 356 (12) (2019)
Abdelkader Krifa, Kais Bouzrara
Robust H∞ gain neuro-adaptive observer design for nonlinear uncertain systems. Trans. Inst. Meas. Control 41 (8) (2019)
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) (2019)
Syrine Neffati, Okba Taouali, Kais Bouzrara
New kernel method for MRI classification. SSD (2019)
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) (2018)
Safa Maraoui, Kais Bouzrara, José Ragot
Identification of a linear parameter varying system based on Meixner-like model. Trans. Inst. Meas. Control 40 (2) (2018)
Ameni El Anes, Kais Bouzrara, José Ragot
Reduced model of linear systems via Laguerre filters. Trans. Inst. Meas. Control 40 (5) (2018)
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) (2018)
Safa Maraoui, Kais Bouzrara
Parametric complexity reduction of the Meixner-like model using genetic algorithms. ICCAD (2017)
Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
Determination of membership set of Meixner-like model parameters. ICCAD (2017)
Abdelkader Krifa, Kais Bouzrara
Approximation of nonlinear term in model robotic. ICCAD (2017)
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)
Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara
Online identification of MIMO ARX-Laguerre model. ICCAD (2017)
Sana Achek, Tarek Garna, Kais Bouzrara
Nonlinear predictive control based on the bilinear-Laguerre model. ICCAD (2017)
Ameni El Anes, Kais Bouzrara
Parameter complexity reduction of multivariable systems using genetic algorithm. ICCAD (2017)
Ameni El Anes, Saber Maraoui, Kais Bouzrara
Gradient method for optimal expansions of MIMO ARX model on Laguerre bases. ICCAD (2017)
Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
Model reduction of discrete-time linear systems using Meixner-like filters. IMA J. Math. Control. Inf. 34 (4) (2017)
Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
System approximations based on Meixner-like models. IET Signal Process. 10 (5) (2016)
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) (2014)
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) (2014)
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) (2013)
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) (2013)
Abdelkader Mbarek, Tarek Garna, Kais Bouzrara, Hassani Messaoud
Reduced complexity Volterra model of non-linear MISO system. Int. J. Model. Identif. Control. 16 (2) (2012)