Abdelmalek Kouadri

Khadija Attouri

Mohammed Tahar Habib Kaib

IEEE Trans. Ind. Informatics, March, 2026

Intelligent Multimodal Monitoring of Renewable Energy Systems Using AI Fusion Frameworks.

[BibT_eX]

[DOI]

IEEE Access, 2026

2025

Data size reduction approach for nonlinear process monitoring refinement using Kernel PCA technique.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Enhancing Fault Detection in Stochastic Environments Using Interval-Valued KPCA: A Cement Rotary Kiln Case Study.

[BibT_eX]

[DOI]

Abdelhalim Louifi

IEEE Access, 2025

Deep Learning-Based Fish Health Monitoring and Diagnosis: A Review.

[BibT_eX]

[DOI]

Lazhar Kheriji

Mohammed Tahar Habib Kaib

IEEE Access, 2025

2024

Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval.

[BibT_eX]

[DOI]

IEEE Access, 2024

Dynamic Interval-Valued PCA for Enhanced Fault Detection.

[BibT_eX]

[DOI]

Lahcene Rouani

Proceedings of the 10th International Conference on Control, 2024

Uncertainty Quantification Kernel PCA: Enhancing Fault Detection in Interval-Valued Data.

[BibT_eX]

[DOI]

Abdelhalim Louifi

Proceedings of the 10th International Conference on Control, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Control, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Control, 2024

2022

Interval Valued PCA-Based Approach For Fault Detection In Complex Systems.

[BibT_eX]

[DOI]

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

2021

Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems.

[BibT_eX]

[DOI]

Eur. J. Control, 2021

Faults Classification in Grid-Connected Photovoltaic Systems.

[BibT_eX]

[DOI]

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

2020

Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection.

[BibT_eX]

[DOI]

Trans. Inst. Meas. Control, 2020

Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS.

[BibT_eX]

[DOI]

Hassani Messaoud

IEEE Access, 2020

Efficient fault detection and diagnosis of wind energy converter systems.

[BibT_eX]

[DOI]

Zahra Yahyaoui

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

Fault detection and diagnosis in grid-connected photovoltaic systems.

[BibT_eX]

[DOI]

Amal Hichri

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Machine learning approaches for fault detection and diagnosis of induction motors.

[BibT_eX]

[DOI]

Lamia Belguesmi

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

Fault detection in photovoltaic systems using machine learning technique.

[BibT_eX]

[DOI]

Khadija Attouri

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

2019

Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things, 2019

2014

An adaptive threshold estimation scheme for abrupt changes detection algorithm in a cement rotary kiln.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2014

2013

A statistical-based approach for fault detection in a three tank system.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2013

2011

Prediction of boiler output variables through the PLS linear regression technique.

[BibT_eX]

[DOI]