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Kais Bouzrara
Kais Bouzrara
Professeur, Ecole Nationale d'Ingénieurs de Monastir
Zweryfikowany adres z enim.rnu.tn
Tytuł
Cytowane przez
Cytowane przez
Rok
Reduced kernel random forest technique for fault detection and classification in grid-tied PV systems
K Dhibi, R Fezai, M Mansouri, M Trabelsi, A Kouadri, K Bouzara, ...
IEEE Journal of Photovoltaics 10 (6), 1864-1871, 2020
1122020
Effective random forest-based fault detection and diagnosis for wind energy conversion systems
R Fezai, K Dhibi, M Mansouri, M Trabelsi, M Hajji, K Bouzrara, H Nounou, ...
IEEE Sensors Journal 21 (5), 6914-6921, 2020
752020
An enhanced ensemble learning-based fault detection and diagnosis for grid-connected PV systems
K Dhibi, M Mansouri, K Bouzrara, H Nounou, M Nounou
IEEE Access 9, 155622-155633, 2021
662021
Interval-valued reduced RNN for fault detection and diagnosis for wind energy conversion systems
M Mansouri, K Dhibi, M Hajji, K Bouzara, H Nounou, M Nounou
IEEE Sensors Journal 22 (13), 13581-13588, 2022
532022
Decomposition of an ARX model on Laguerre orthonormal bases
K Bouzrara, T Garna, J Ragot, H Messaoud
ISA transactions 51 (6), 848-860, 2012
522012
Genetic-algorithm-based neural network for fault detection and diagnosis: Application to grid-connected photovoltaic systems
A Hichri, M Hajji, M Mansouri, K Abodayeh, K Bouzrara, H Nounou, ...
Sustainability 14 (17), 10518, 2022
442022
An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification
S Neffati, K Ben Abdellafou, I Jaffel, O Taouali, K Bouzrara
International Journal of Imaging Systems and Technology 29 (2), 121-131, 2019
442019
Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output
K Bouzrara, T Garna, J Ragot, H Messaoud
International Journal of control 86 (3), 369-385, 2013
422013
A hybrid approach for process monitoring: Improving data-driven methodologies with dataset size reduction and interval-valued representation
K Dhibi, R Fezai, M Mansouri, A Kouadri, MF Harkat, K Bouzara, ...
IEEE Sensors Journal 20 (17), 10228-10239, 2020
392020
Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems
K Dhibi, M Mansouri, K Bouzrara, H Nounou, M Nounou
Renewable Energy 194, 778-787, 2022
372022
A hybrid fault detection and diagnosis of grid-tied pv systems: Enhanced random forest classifier using data reduction and interval-valued representation
K Dhibi, R Fezai, M Mansouri, M Trabelsi, K Bouzrara, H Nounou, ...
Ieee Access 9, 64267-64277, 2021
332021
Non-linear predictive controller for uncertain process modelled by GOBF-Volterra models
K Bouzrara, A Mbarek, T Garna
International Journal of Modelling, Identification and Control 19 (4), 2013
272013
Non‐linear system modelling based on NARX model expansion on Laguerre orthonormal bases
I Benabdelwahed, A Mbarek, K Bouzrara, T Garna
IET Signal Processing 12 (2), 228-241, 2018
232018
Laguerre-based modelling and predictive control of multi-input multi-output systems applied to a communicating two-tank system (CTTS)
A Mbarek, K Bouzrara, T Garna, J Ragot, H Messaoud
Transactions of the Institute of Measurement and Control 39 (5), 611-624, 2017
232017
Enhanced SVM–KPCA method for brain MR image classification
S Neffati, K Ben Abdellafou, O Taouali, K Bouzrara
The Computer Journal 63 (3), 383-394, 2020
222020
Adaptive MPC based on MIMO ARX-Laguerre model
IB Abdelwahed, A Mbarek, K Bouzrara
ISA transactions 67, 330-347, 2017
222017
Decomposition of an ARX model on orthonormal Laguerre bases
K Bouzrara, T Garna, J Ragot, H Messaoud
ISA Transactions 51 (6), 848-860, 2012
222012
Effective fault detection and diagnosis for power converters in wind turbine systems using KPCA-based BiLSTM
Z Yahyaoui, M Hajji, M Mansouri, K Abodayeh, K Bouzrara, H Nounou
Energies 15 (17), 6127, 2022
212022
A novel fault diagnosis of uncertain systems based on interval gaussian process regression: Application to wind energy conversion systems
M Mansouri, R Fezai, M Trabelsi, M Hajji, MF Harkat, H Nounou, ...
IEEE Access 8, 219672-219679, 2020
212020
Nonlinear system modeling based on bilinear Laguerre orthonormal bases
T Garna, K Bouzrara, J Ragot, H Messaoud
ISA transactions 52 (3), 301-317, 2013
212013
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