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Majdi Mansouri
Majdi Mansouri
Associate Professor (PhD & HDR, IEEE Senior), Sultan Qaboos University
Dirección de correo verificada de squ.edu.om - Página principal
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Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems
A Kouadri, M Hajji, MF Harkat, K Abodayeh, M Mansouri, H Nounou, ...
Renewable Energy 150, 598-606, 2020
1572020
Fault detection using multiscale PCA-based moving window GLRT
MZ Sheriff, M Mansouri, MN Karim, H Nounou, M Nounou
Journal of Process Control 54, 47-64, 2017
1282017
Online reduced kernel principal component analysis for process monitoring
R Fezai, M Mansouri, O Taouali, MF Harkat, N Bouguila
Journal of Process Control 61, 1-11, 2018
1182018
Kernel PCA-based GLRT for nonlinear fault detection of chemical processes
M Mansouri, M Nounou, H Nounou, N Karim
Journal of Loss Prevention in the Process Industries 40, 334-347, 2016
1182016
Machine learning-based statistical testing hypothesis for fault detection in photovoltaic systems
R Fazai, K Abodayeh, M Mansouri, M Trabelsi, H Nounou, M Nounou, ...
Solar Energy 190, 405-413, 2019
1152019
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
Kernel PLS-based GLRT method for fault detection of chemical processes
C Botre, M Mansouri, M Nounou, H Nounou, MN Karim
Journal of Loss Prevention in the Process Industries 43, 212-224, 2016
1102016
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems
M Hajji, MF Harkat, A Kouadri, K Abodayeh, M Mansouri, H Nounou, ...
European Journal of Control 59, 313-321, 2021
1092021
Deep Learning based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects
M Mansouri, M Trabelsi, H Nounou, M Nounou
IEEE Access 12 (1), 1-12, 2021
992021
Effective Random Forest based Fault Detection and Diagnosis for Wind Energy Conversion Systems
R Fezai, K Dhibi, M Mansouri, M Trabelsi, H Mansour, K Bouzrara, ...
IEEE Sensors Journal, 2021
752021
Parameter identification of the STICS crop model, using an accelerated formal MCMC approach
B Dumont, V Leemans, M Mansouri, B Bodson, JP Destain, MF Destain
Environmental Modelling & Software 52, 121-135, 2014
732014
Wavelet optimized EWMA for fault detection and application to photovoltaic systems
M Mansouri, A Al-Khazraji, M Hajji, MF Harkat, H Nounou, M Nounou
Solar Energy 167, 125-136, 2018
712018
Online reduced kernel PLS combined with GLRT for fault detection in chemical systems
R Fazai, M Mansouri, K Abodayeh, H Nounou, M Nounou
Process Safety and Environmental Protection 128, 228-243, 2019
682019
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 12 (10), 11-22, 2021
662021
Data-Driven and Model- Based Methods for Fault Detection and Diagnosis
M Mansouri, MF Harkat, MN Nounou, HN Nounou
1st Edition. Print Book & E-Book, 2020
642020
Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test
MF Harkat, M Mansouri, MN Nounou, HN Nounou
Information Sciences 490, 265-284, 2019
632019
An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test
MN Majdi Mansouri, Mansour Hajji, Mohamed Trabelsi, Mohamed Faouzi Harkat ...
Energy 159, 842-856, 2018
632018
Multiscale PLS-based GLRT for fault detection of chemical processes
C Botre, M Mansouri, MN Karim, H Nounou, M Nounou
Journal of Loss Prevention in the Process Industries 46, 143-153, 2017
572017
Fault detection of uncertain nonlinear process using interval-valued data-driven approach
MF Harkat, M Mansouri, MN Nounou, HN Nounou
Chemical Engineering Science, 2019
562019
Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection
M Mansouri, H Nounou, M Nounou
IEEE Transactions on Emerging Topics in Computational Intelligence 3 (10 …, 2019
562019
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Artículos 1–20