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Mohamed N. Nounou
Mohamed N. Nounou
Professor of Chemical Engineering, Texas A&M University at Qatar
Verified email at qatar.tamu.edu - Homepage
Title
Cited by
Cited by
Year
On‐line multiscale filtering of random and gross errors without process models
MN Nounou, BR Bakshi
AIChE Journal 45 (5), 1041-1058, 1999
1581999
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
1282020
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
1182017
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
1052016
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
1052016
Statistical fault detection using PCA-based GLR hypothesis testing
F Harrou, MN Nounou, HN Nounou, M Madakyaru
Journal of loss prevention in the process industries 26 (1), 129-139, 2013
1052013
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
912019
PLS-based EWMA fault detection strategy for process monitoring
F Harrou, MN Nounou, HN Nounou, M Madakyaru
Journal of Loss Prevention in the Process Industries 36, 108-119, 2015
912015
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
882020
Bayesian principal component analysis
MN Nounou, BR Bakshi, PK Goel, X Shen
Journal of Chemometrics: A Journal of the Chemometrics Society 16 (11), 576-595, 2002
872002
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
842021
Deep learning-based fault diagnosis of photovoltaic systems: A comprehensive review and enhancement prospects
M Mansouri, M Trabelsi, H Nounou, M Nounou
IEEE Access 9, 126286-126306, 2021
662021
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
662018
Joint node localization and time-varying clock synchronization in wireless sensor networks
A Ahmad, E Serpedin, H Nounou, M Nounou
IEEE Transactions on Wireless Communications 12 (10), 5322-5333, 2013
602013
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
592019
Inferring gene regulatory networks via nonlinear state-space models and exploiting sparsity
A Noor, E Serpedin, M Nounou, H Nounou
IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (4 …, 2012
562012
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
552017
Effective random forest-based fault detection and diagnosis for wind energy conversion systems
R Fezai, K Dhibi, M Mansouri, M Trabelsi, M Hajji, K Bouzrara, H Nounou, ...
IEEE Sensors Journal 21 (5), 6914-6921, 2020
532020
Multiscale kernel pls-based exponentially weighted-glrt and its application to fault detection
M Mansouri, MN Nounou, HN Nounou
IEEE Transactions on Emerging Topics in Computational Intelligence 3 (1), 49-58, 2017
532017
An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test
M Mansouri, M Hajji, M Trabelsi, MF Harkat, A Al-khazraji, A Livera, ...
Energy 159, 842-856, 2018
512018
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