Mohamed-Faouzi HARKAT
Mohamed-Faouzi HARKAT
Professor, Badji Mokhtar - Annaba University, Electronics Dept. - Algeria
Verified email at univ-annaba.dz - Homepage
TitleCited byYear
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
1402006
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 (2), 149-155, 2007
452007
Détection et localisation de défauts par analyse en composantes principales
MF Harkat
Institut National Polytechnique de Lorraine-INPL, 2003
392003
Nonlinear PCA combining principal curves and RBF-networks for process monitoring
MF Harkat, G Mourot, J Ragot
42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003
342003
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 (5-8 …, 2016
332016
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
312016
Différentes méthodes de localisation de défauts basées sur les dernières composantes principales
MF Harkat, G Mourot, J Ragot
Conférence Internationale Francophone d'Automatique, CIFA 2002, CDROM, 2002
282002
Adaptive kernel principal component analysis for nonlinear dynamic process monitoring
C Chouaib, H Mohamed-Faouzi, D Messaoud
2013 9th Asian Control Conference (ASCC), 1-6, 2013
272013
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
252018
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 (9-12 …, 2016
252016
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 (9-12 …, 2017
202017
Enhanced data validation strategy of air quality monitoring network
MF Harkat, M Mansouri, M Nounou, H Nounou
Environmental research 160, 183-194, 2018
192018
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
182018
Sensor fault detection and isolation of an air quality monitoring network using non linear principal component analysis
MF Harkat, G Mourot, J Ragot
16th IFAC World Congress, 4-8, 2005
162005
Variable reconstruction using RBF-NLPCA for process monitoring
MF Harkat, G Mourot, J Ragot
IFAC Proceedings Volumes 36 (5), 1131-1136, 2003
152003
A new fault detection index based on Mahalanobis distance and kernel method
H Lahdhiri, O Taouali, I Elaissi, I Jaffel, MF Harakat, H Messaoud
The International Journal of Advanced Manufacturing Technology 91 (5-8 …, 2017
142017
Online process monitoring using a new PCMD index
I Jaffel, O Taouali, MF Harkat, H Messaoud
The International Journal of Advanced Manufacturing Technology 80 (5-8), 947-957, 2015
122015
Multiple sensor fault detection and isolation of an air quality monitoring network using RBF-NLPCA model
MF Harkat, Y Tharrault, G Mourot, J Ragot
International Journal of Adaptive and Innovative Systems 1 (3-4), 267-284, 2010
122010
Speech enhancement using pca and variance of the reconstruction error model identification
AH Abolhassani, SA Selouani, D O'Shaughnessy, MF Harkat
Eighth Annual Conference of the International Speech Communication Association, 2007
122007
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
112018
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Articles 1–20