Mohamed Faouzi Harkat

Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems

Abdelmalek Kouadri, Mansour Hajji, Mohamed Faouzi Harkat et al. · Renewable Energy · 2020 · 158 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Engineering +9

An improved PCA scheme for sensor FDI: Application to an air quality monitoring network

Mohamed Faouzi Harkat, Gilles Mourot, José Ragot · Journal of Process Control · 2006 · 148 citations

Pollution Detection, Environmental Monitoring, Improved Pca Scheme +13

Online reduced kernel principal component analysis for process monitoring

Radhia Fezai, Majdi Mansouri, Okba Taouali et al. · Journal of Process Control · 2017 · 120 citations

Engineering, Data Mining, Pattern Recognition +9

Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems

Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri et al. · European Journal of Control · 2020 · 108 citations

Fault Diagnosis, Electrical Engineering, Engineering +13

Moving window KPCA with reduced complexity for nonlinear dynamic process monitoring

Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat et al. · ISA Transactions · 2016 · 79 citations

Window Kpca, Engineering, Process Monitoring +9