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 · 159 citations

Engineering, Systems Engineering, Machine Learning +15

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 · 150 citations

Engineering, Environmental Engineering, Air Pollution +14

Online reduced kernel principal component analysis for process monitoring

Radhia Fezai, Majdi Mansouri, Okba Taouali et al. · Journal of Process Control · 2017 · 124 citations

Computing, Systems Engineering, Process Control +13

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 · 111 citations

Engineering, Computer Science, Electrical Engineering +17

Moving window KPCA with reduced complexity for nonlinear dynamic process monitoring

Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat et al. · ISA Transactions · 2016 · 80 citations

Engineering, Computational Engineering, Computer Science +16