A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation

by Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Mohamed Trabelsi, Kais Bouzrara, Hazem Nounou, Mohamed Nounou
Published 2021-01-01

Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS

by Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed-Faouzi Harkat, Hazem Nounou, Mohamed Nounou, Hassani Messaoud
Published 2020-01-01

A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems

by Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed-Faouzi Harkat, Hazem Nounou, Mohamed N. Nounou, Kais Bouzrara
Published 2020-01-01