Abdelmalek Kouadri

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Component Analysis

Machine Learning

Interval Valued

Top Venues

Eur. J. Control

J. Comput. Appl. Math.

Publications

Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval. IEEE Access 12 (2024)
Abdelhalim Louifi, Salah Eddine Louhab, Abdelmalek Kouadri, Lahcene Rouani, Abderazak Bensmail, Mohamed Faouzi Harkat
Interval Valued PCA-Based Approach For Fault Detection In Complex Systems. SSD (2022)
Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. Eur. J. Control 59 (2021)
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
Faults Classification in Grid-Connected Photovoltaic Systems. SSD (2021)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring. SSD (2020)
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Efficient fault detection and diagnosis of wind energy converter systems. SSD (2020)
Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Machine learning approaches for fault detection and diagnosis of induction motors. SSD (2020)
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Fault detection in photovoltaic systems using machine learning technique. SSD (2020)
Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Fault detection and diagnosis in grid-connected photovoltaic systems. SSD (2020)
Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS. IEEE Access 8 (2020)
Wahiba Bounoua, Amina B. Benkara, Abdelmalek Kouadri, Azzeddine Bakdi
Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection. Trans. Inst. Meas. Control 42 (6) (2020)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
Fault detection of uncertain nonlinear process using interval-valued data-driven approach. SSD (2020)
Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara
Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring. IINTEC (2019)
Abdelmalek Kouadri, Abderazak Bensmail, Aissa Kheldoun, Larbi Refoufi
An adaptive threshold estimation scheme for abrupt changes detection algorithm in a cement rotary kiln. J. Comput. Appl. Math. 259 (2014)
Abdelmalek Kouadri, Abdallah Namoun, Mimoun Zelmat, M. A. Aitouche
A statistical-based approach for fault detection in a three tank system. Int. J. Syst. Sci. 44 (10) (2013)
Abdelmalek Kouadri, Mimoun Zelmat, Alhussein Albarbar
Prediction of boiler output variables through the PLS linear regression technique. Int. Arab J. Inf. Technol. 8 (3) (2011)