Abdelmalek Kouadri

According to our database, Abdelmalek Kouadri authored at least 22 papers between 2011 and 2025.

Collaborative distances:

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

2025

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

Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri

Expert Syst. Appl., 2025

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

Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri

IEEE Access, 2025

2024

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

Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri

IEEE Access, 2024

Dynamic Interval-Valued PCA for Enhanced Fault Detection.

Lahcene Rouani, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Abderazak Bensmail, Majdi Mansouri, Mohamed N. Nounou

Proceedings of the 10th International Conference on Control, 2024

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

Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri, Hazem N. Nounou

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

2022

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

Abdelhalim Louifi, Salah Eddine Louhab, Abdelmalek Kouadri, Lahcene Rouani, Abderazak Bensmail, Mohamed Faouzi Harkat

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.

Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou

Eur. J. Control, 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

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

Wahiba Bounoua, Amina B. Benkara, Abdelmalek Kouadri, Azzeddine Bakdi

Trans. Inst. Meas. Control, 2020

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

Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud

IEEE Access, 2020

Efficient fault detection and diagnosis of wind energy converter systems.

Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou

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

Fault detection and diagnosis in grid-connected photovoltaic systems.

Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou

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

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

Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou

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

Fault detection in photovoltaic systems using machine learning technique.

Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou

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

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

2014

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

Abdelmalek Kouadri, Abderazak Bensmail, Aissa Kheldoun, Larbi Refoufi

J. Comput. Appl. Math., 2014

2013

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

Abdelmalek Kouadri, Abdallah Namoun, Mimoun Zelmat, M. A. Aitouche

Int. J. Syst. Sci., 2013

2011

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

Abdelmalek Kouadri, Mimoun Zelmat, Alhussein Albarbar

Int. Arab J. Inf. Technol., 2011