Suivre
Majdi Mansouri
Titre
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Année
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
1082017
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
1002020
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
982016
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
972018
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
972016
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
722020
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
702019
Parameter identification of the STICS crop model, using an accelerated formal MCMC approach
B Dumont, V Leemans, M Mansouri, B Bodson, JP Destain, MF Destain
Environmental Modelling & Software 52, 121-135, 2014
642014
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
622018
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
592021
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
522017
Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection
M Mansouri, H Nounou, M Nounou
IEEE Transactions on Emerging Topics in Computational Intelligence 3 (10 …, 2019
492019
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
472019
Deep Learning based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects
M Mansouri, M Trabelsi, H Nounou, M Nounou
IEEE Access 12 (1), 1-12, 2021
452021
An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test
MN Majdi Mansouri, Mansour Hajji, Mohamed Trabelsi, Mohamed Faouzi Harkat ...
Energy 159, 842-856, 2018
442018
Monitoring of Wastewater Treatment Plants using Improved Univariate Statistical Technique
I Baklouti, M Mansouri, A Ben Hamida, H Nounou, M Nounou
Process Safety and Environmental Protection, https://doi.org/10.1016/j.psep …, 2018
442018
Enhanced data validation strategy of air quality monitoring network
MF Harkat, M Mansouri, M Nounou, H Nounou
Environmental research 160, 183-194, 2018
412018
Statistical fault detection of chemical process-comparative studies
M Mansouri, MZ Sheriff, R Baklouti, M Nounou, H Nounou, AB Hamida, ...
Journal of Chemical Engineering & Process Technology 7 (1), 282-291, 2016
412016
Fault detection of uncertain nonlinear process using interval-valued data-driven approach
MF Harkat, M Mansouri, MN Nounou, HN Nounou
Chemical Engineering Science, 2019
402019
Process monitoring using data-based fault detection techniques: Comparative studies
MZ Sheriff, C Botre, M Mansouri, H Nounou, M Nounou, MN Karim
Fault diagnosis and detection 32, 137-144, 2017
402017
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