Kais Bouzrara

According to our database, Kais Bouzrara authored at least 63 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Control of pH neutralization process using NMPC based on discrete time NARX-Laguerre model.

Imen Ben Abdelwahed, Kais Bouzrara

Comput. Chem. Eng., 2024

PID control based on MIMO-ARX Laguerre model.

Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

Control of Continuous Stirred Tank Reactor using PI corrector based on NARX model.

Imen Ben Abdelwahed, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

Pole optimization of NARX-Laguerre model using Gradient method.

Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique.

Zahra Yahyaoui, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara

Proceedings of the 10th International Conference on Control, 2024

Implementation of Genetic Algorithm Optimization based Artificial Neural Network on Raspberry Pi for Fault Diagnosis.

Amal Hichri, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara

Proceedings of the 10th International Conference on Control, 2024

Real-Time Fault Detection Scheme for Industrial Chemical Tennessee Eastman Process.

Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou

Proceedings of the 10th International Conference on Control, 2024

Real-Time Fault Detection and Diagnosis Method for Industrial Chemical Tennessee Eastman Process.

Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou

Proceedings of the 10th International Conference on Control, 2024

2023

Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems.

Khaled Dhibi, Majdi Mansouri, Mohamed Trabelsi, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

IEEE Access, 2023

Robust parametric estimation based on MIMO ARX Laguerre model.

Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

Robust identification of nonlinear systems represented by second order NARX-Laguerre model.

Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

2022

Interval-Valued Reduced Ensemble Learning Based Fault Detection and Diagnosis Techniques for Uncertain Grid-Connected PV Systems.

Khaled Dhibi, Majdi Mansouri, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

IEEE Access, 2022

Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems.

Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 8th International Conference on Control, 2022

Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique.

Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 8th International Conference on Control, 2022

Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems.

Amal Hichri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 8th International Conference on Control, 2022

Enhanced Recurrent Neural Network for Fault Diagnosis of Uncertain Wind Energy Conversion Systems.

Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 8th International Conference on Control, 2022

Improved Ensemble Approach for Fault Diagnosis of Wind Energy Conversion Systems.

Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 8th International Conference on Control, 2022

Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique.

Khadija Attouri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 8th International Conference on Control, 2022

Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems.

Amal Hichri, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems.

Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

Uncertain Fault Diagnosis of Grid-Connected PV Systems based Improved Data-Driven Paradigms.

Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

2021

Online statistical hypothesis test for leak detection in water distribution networks.

Radhia Fezai, Majdi Mansouri, Kamaleldin Abodayeh, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig, Kais Bouzrara

J. Intell. Fuzzy Syst., 2021

An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems.

Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

IEEE Access, 2021

A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation.

Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Mohamed Trabelsi, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

IEEE Access, 2021

Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA.

Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

A Novel Leak Detection Approach in Water Distribution Networks.

Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Random forest-based nonlinear improved feature extraction and selection for fault classification.

Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Reduced GPR based RF Approach for Fault Diagnosis of Wind Energy Conversion Systems.

Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems.

Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Faults Classification in Grid-Connected Photovoltaic Systems.

Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020

Parametric identification of linear systems using AutoRegressive with eXogenous input model expansion on Meixner-like orthonormal bases.

Safa Maraoui, Kais Bouzrara

Trans. Inst. Meas. Control, 2020

Nonlinear distributed model predictive control with dual decomposition and event-based communication approach.

Dine El Houda Hammami, Saber Maraoui, Kais Bouzrara

Trans. Inst. Meas. Control, 2020

Robust distributed nonlinear model predictive control via dual decomposition approach based on game theory.

Nadia Hajji, Saber Maraoui, Kais Bouzrara

J. Frankl. Inst., 2020

Enhanced SVM-KPCA Method for Brain MR Image Classification.

Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara

Comput. J., 2020

A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems.

Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara

IEEE Access, 2020

Fault detection of uncertain nonlinear process using interval-valued data-driven approach.

Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring.

Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019

Nonlinear distributed model predictive control for complex systems: application for hydraulic system.

Nadia Hajji, Saber Maraoui, Larbi Chrifi-Alaoui, Kais Bouzrara

Trans. Inst. Meas. Control, 2019

Synthesis of a Proportional Integral Derivative control law based on the Meixner-like model.

Safa Maraoui, Kais Bouzrara, José Ragot

Trans. Inst. Meas. Control, 2019

Robust H∞ gain neuro-adaptive observer design for nonlinear uncertain systems.

Abdelkader Krifa, Kais Bouzrara

Trans. Inst. Meas. Control, 2019

Robust predictive control based on the Meixner-like model.

Safa Maraoui, Abdelkader Krifa, Kais Bouzrara

J. Frankl. Inst., 2019

An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification.

Syrine Neffati, Khaoula Ben Abdellafou, Ines Jaffel, Okba Taouali, Kais Bouzrara

Int. J. Imaging Syst. Technol., 2019

Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring.

Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara

Proceedings of the International Conference on Internet of Things, 2019

New kernel method for MRI classification.

Syrine Neffati, Okba Taouali, Kais Bouzrara

Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018

Identification of a linear parameter varying system based on Meixner-like model.

Safa Maraoui, Kais Bouzrara, José Ragot

Trans. Inst. Meas. Control, 2018

Reduced model of linear systems via Laguerre filters.

Ameni El Anes, Kais Bouzrara, José Ragot

Trans. Inst. Meas. Control, 2018

Estimation of the order and the memory of Volterra model from input/output observations.

Safa Chouchane, Kais Bouzrara, Hassani Messaoud

Int. J. Model. Identif. Control., 2018

Non-linear system modelling based on NARX model expansion on Laguerre orthonormal bases.

Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara, Tarek Garna

IET Signal Process., 2018

2017

Model reduction of discrete-time linear systems using Meixner-like filters.

Safa Maraoui, Abdelkader Krifa, Kais Bouzrara

IMA J. Math. Control. Inf., 2017

Determination of membership set of Meixner-like model parameters.

Safa Maraoui, Abdelkader Krifa, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Parametric complexity reduction of the Meixner-like model using genetic algorithms.

Safa Maraoui, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Approximation of nonlinear term in model robotic.

Abdelkader Krifa, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Centralized sliding mode control with input delay of complex system: Application to a four tank system.

Nadia Hajji, Anouar Benamor, Saber Maraoui, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Gradient method for optimal expansions of MIMO ARX model on Laguerre bases.

Ameni El Anes, Saber Maraoui, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Parameter complexity reduction of multivariable systems using genetic algorithm.

Ameni El Anes, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Nonlinear predictive control based on the bilinear-Laguerre model.

Sana Achek, Tarek Garna, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Online identification of MIMO ARX-Laguerre model.

Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

2016

System approximations based on Meixner-like models.

Safa Maraoui, Abdelkader Krifa, Kais Bouzrara

IET Signal Process., 2016

2014

Optimal expansions of discrete-time bilinear models using Laguerre functions.

Tarek Garna, Kais Bouzrara, José Ragot, Hassani Messaoud

IMA J. Math. Control. Inf., 2014

Online identification of the bilinear model expansion on Laguerre orthonormal bases.

Gnaba Sarah, Tarek Garna, Kais Bouzrara, José Ragot, Hassani Messaoud

Int. J. Control, 2014

2013

Non-linear predictive controller for uncertain process modelled by GOBF-Volterra models.

Kais Bouzrara, Abdelkader Mbarek, Tarek Garna

Int. J. Model. Identif. Control., 2013

Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output.

Kais Bouzrara, Tarek Garna, José Ragot, Hassani Messaoud

Int. J. Control, 2013

2012

Reduced complexity Volterra model of non-linear MISO system.

Abdelkader Mbarek, Tarek Garna, Kais Bouzrara, Hassani Messaoud

Int. J. Model. Identif. Control., 2012