Abdelmalek Kouadri

25 papers C 4Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Fault Diagnosis in Industrial Systems Using Enhanced PolyKAN Techniques.
IEEE Trans. Ind. Informatics
Majdi Mansouri, Khadija Attouri, Abdelmalek Kouadri
2026 J jnl
Intelligent Multimodal Monitoring of Renewable Energy Systems Using AI Fusion Frameworks.
IEEE Access
Khadija Attouri, Majdi Mansouri, Abdelmalek Kouadri, Rami Al-Hmouz, Abdulnasir Hossen
2025 J jnl
Data size reduction approach for nonlinear process monitoring refinement using Kernel PCA technique.
Expert Syst. Appl.
Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
2025 J jnl
Deep Learning-Based Fish Health Monitoring and Diagnosis: A Review.
IEEE Access
Lazhar Kheriji, Abdelmalek Kouadri, Majdi Mansouri
2025 J jnl
Enhancing Fault Detection in Stochastic Environments Using Interval-Valued KPCA: A Cement Rotary Kiln Case Study.
IEEE Access
Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
2024 C conf
Dynamic Interval-Valued PCA for Enhanced Fault Detection.
CoDIT
Lahcene Rouani, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Abderazak Bensmail, Majdi Mansouri, Mohamed N. Nounou
2024 J jnl
Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval.
IEEE Access
Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
2024 C conf
Real-Time Fault Detection Scheme for Industrial Chemical Tennessee Eastman Process.
CoDIT
Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou
2024 C conf
Real-Time Fault Detection and Diagnosis Method for Industrial Chemical Tennessee Eastman Process.
CoDIT
Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou
2024 C conf
Uncertainty Quantification Kernel PCA: Enhancing Fault Detection in Interval-Valued Data.
CoDIT
Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri, Hazem N. Nounou
2022 — conf
Interval Valued PCA-Based Approach For Fault Detection In Complex Systems.
SSD
Abdelhalim Louifi, Salah Eddine Louhab, Abdelmalek Kouadri, Lahcene Rouani, Abderazak Bensmail, Mohamed Faouzi Harkat
2021 — conf
Faults Classification in Grid-Connected Photovoltaic Systems.
SSD
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
2021 J jnl
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems.
Eur. J. Control
Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Efficient fault detection and diagnosis of wind energy converter systems.
SSD
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Fault detection and diagnosis in grid-connected photovoltaic systems.
SSD
Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Fault detection in photovoltaic systems using machine learning technique.
SSD
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Fault detection of uncertain nonlinear process using interval-valued data-driven approach.
SSD
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
2020 — conf
Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring.
SSD
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
2020 — conf
Machine learning approaches for fault detection and diagnosis of induction motors.
SSD
Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 J jnl
Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection.
Trans. Inst. Meas. Control
Wahiba Bounoua, Amina B. Benkara, Abdelmalek Kouadri, Azzeddine Bakdi
2020 J jnl
Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS.
IEEE Access
Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
2019 — conf
Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring.
IINTEC
Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara
2014 J jnl
An adaptive threshold estimation scheme for abrupt changes detection algorithm in a cement rotary kiln.
J. Comput. Appl. Math.
Abdelmalek Kouadri, Abderazak Bensmail, Aissa Kheldoun, Larbi Refoufi
2013 J jnl
A statistical-based approach for fault detection in a three tank system.
Int. J. Syst. Sci.
Abdelmalek Kouadri, Abdallah Namoun, Mimoun Zelmat, M. A. Aitouche
2011 J jnl
Prediction of boiler output variables through the PLS linear regression technique.
Int. Arab J. Inf. Technol.
Abdelmalek Kouadri, Mimoun Zelmat, Alhussein Albarbar