Hazem Nounou

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

Kernel PCA-based GLRT for nonlinear fault detection of chemical processes

Majdi Mansouri, Mohamed Nounou, Hazem Nounou et al. · Journal of Loss Prevention in the Process Industries · 2016 · 126 citations

Fault Diagnosis, Engineering, Machine Learning +11

Fault detection using multiscale PCA-based moving window GLRT

M. Ziyan Sheriff, Majdi Mansouri, M. Nazmul Karim et al. · Journal of Process Control · 2017 · 123 citations

Reliability Engineering, Machine Vision, Engineering +7

Machine learning-based statistical testing hypothesis for fault detection in photovoltaic systems

Radhia Fazai, Kamaleldin Abodayeh, Majdi Mansouri et al. · Solar Energy · 2019 · 123 citations

Fault Diagnosis, Reliability Engineering, Engineering +11

Statistical fault detection using PCA-based GLR hypothesis testing

Fouzi Harrou, Mohamed Nounou, Hazem Nounou et al. · Journal of Loss Prevention in the Process Industries · 2012 · 117 citations

Engineering, Statistical Fault Detection, Pattern Recognition +9