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Mohamed-Faouzi HARKAT
Mohamed-Faouzi HARKAT
Professor, Badji Mokhtar - Annaba University, Electronics Dept. - Algeria
Verified email at univ-annaba.dz - Homepage
Title
Cited by
Cited by
Year
An improved PCA scheme for sensor FDI: Application to an air quality monitoring network
MF Harkat, G Mourot, J Ragot
Journal of Process Control 16 (6), 625-634, 2006
1772006
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
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
1042018
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
Moving window KPCA with reduced complexity for nonlinear dynamic process monitoring
I Jaffel, O Taouali, MF Harkat, H Messaoud
ISA transactions 64, 184-192, 2016
792016
New fault detection method based on reduced kernel principal component analysis (RKPCA)
O Taouali, I Jaffel, H Lahdhiri, MF Harkat, H Messaoud
The International Journal of Advanced Manufacturing Technology 85, 1547-1552, 2016
682016
Wavelet optimized EWMA for fault detection and application to photovoltaic systems
MN Majdi Mansouri, Ayman Al-khazraji, Mansour Hajji, Mohamed Faouzi Harkat ...
Solar Energy 167, 125-136, 2018
662018
Sensor fault detection, isolation and reconstruction using nonlinear principal component analysis
MF Harkat, S Djelel, N Doghmane, M Benouaret
International Journal of Automation and Computing 4, 149-155, 2007
612007
Détection et localisation de défauts par analyse en composantes principales
MF Harkat
Institut National Polytechnique de Lorraine-INPL, 2003
532003
Shading fault detection in a grid-connected PV system using vertices principal component analysis
L Rouani, MF Harkat, A Kouadri, S Mekhilef
Renewable Energy 164, 1527-1539, 2021
522021
New reduced kernel PCA for fault detection and diagnosis in cement rotary kiln
F Bencheikh, MF Harkat, A Kouadri, A Bensmail
Chemometrics and Intelligent Laboratory Systems 204, 104091, 2020
522020
On the application of interval PCA to process monitoring: A robust strategy for sensor FDI with new efficient control statistics
T Ait-Izem, MF Harkat, M Djeghaba, F Kratz
Journal of Process Control 63, 29-46, 2018
522018
A new fault detection method for nonlinear process monitoring
R Fazai, O Taouali, MF Harkat, N Bouguila
The International Journal of Advanced Manufacturing Technology 87, 3425-3436, 2016
522016
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
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
502019
Data-driven and model-based methods for fault detection and diagnosis
M Mansouri, MF Harkat, HN Nounou, MN Nounou
Elsevier, 2020
482020
Fault detection of uncertain nonlinear process using interval-valued data-driven approach
MF Harkat, M Mansouri, M Nounou, H Nounou
Chemical Engineering Science 205, 36-45, 2019
462019
Kernel principal component analysis with reduced complexity for nonlinear dynamic process monitoring
I Jaffel, O Taouali, MF Harkat, H Messaoud
The International Journal of Advanced Manufacturing Technology 88, 3265-3279, 2017
462017
Enhanced data validation strategy of air quality monitoring network
MF Harkat, M Mansouri, M Nounou, H Nounou
Environmental research 160, 183-194, 2018
432018
Nonlinear process monitoring based on new reduced Rank-KPCA method
H Lahdhiri, I Elaissi, O Taouali, MF Harakat, H Messaoud
Stochastic Environmental Research and Risk Assessment 32, 1833-1848, 2018
362018
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