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
1502006
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
462007
Détection et localisation de défauts par analyse en composantes principales
MF Harkat
442003
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
422018
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
412016
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
392016
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
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
312016
Différentes méthodes de localisation de défauts basées sur les dernières composantes principales
MF Harkat, G Mourot, J Ragot
302002
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
282017
Enhanced data validation strategy of air quality monitoring network
MF Harkat, M Mansouri, M Nounou, H Nounou
Environmental research 160, 183-194, 2018
272018
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
252018
Speech enhancement using PCA and variance of the reconstruction error in distributed speech recognition
AH Abolhassani, SA Selouani, D O'Shaughnessy
2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU), 19-23, 2007
242007
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
202018
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
192018
New adaptive kernel principal component analysis for nonlinear dynamic process monitoring
C Chakour, MF Harkat, M Djeghaba
Applied Mathematics & Information Sciences 9 (4), 1833, 2015
192015
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
182017
Fault detection and isolation using interval principal component analysis methods
AIT Tarek, W Bougheloum, MF HARKAT, M Djeghaba
IFAC-PapersOnLine 48 (21), 1402-1407, 2015
172015
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
172005
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
152010
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Articles 1–20