| 1 |
Shading fault detection in a grid-connected PV system using vertices principal component analysis
Rouani L, Harkat MF, Kouadri A, Mekhilef S
Renewable Energy, 164, 1527, 2021 |
| 2 |
Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems
Kouadri A, Hajji M, Harkat MF, Abodayeh K, Mansouri M, Nounou H, Nounou M
Renewable Energy, 150, 598, 2020 |
| 3 |
Monitoring biological processes using univariate statistical process control
Mansouri M, Al-Khazraji A, Yin Teh S, Harkat MF, Nounou H, Nounou M
Canadian Journal of Chemical Engineering, 97(4), 859, 2019 |
| 4 |
Fault detection of uncertain nonlinear process using interval-valued data-driven approach
Harkat MF, Mansouri M, Nounou M, Nounou H
Chemical Engineering Science, 205, 36, 2019 |
| 5 |
An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test
Mansouri M, Hajji M, Trabelsi M, Harkat MF, Al-khazraji A, Livera A, Nounou H, Nounou M
Energy, 159, 842, 2018 |
| 6 |
On the application of interval PCA to process monitoring: A robust strategy for sensor FDI with new efficient control statistics
Ait-Izem T, Harkat MF, Djeghaba M, Kratz F
Journal of Process Control, 63, 29, 2018 |
| 7 |
Online reduced kernel principal component analysis for process monitoring
Fezai R, Mansouri M, Taouali O, Harkat MF, Bouguila N
Journal of Process Control, 61, 1, 2018 |
| 8 |
Wavelet optimized EWMA for fault detection and application to photovoltaic systems
Mansouri M, Al-Khazraji A, Hajji M, Harkat MF, Nounou H, Nounou M
Solar Energy, 167, 125, 2018 |
| 9 |
An improved PCA scheme for sensor FDI: Application to an air quality monitoring network
Harkat MF, Mourot G, Ragot J
Journal of Process Control, 16(6), 625, 2006 |
