Sofiane Kichou

Faults detection and diagnosis of PV systems based on machine learning approach using random forest classifier

Ahmed Faris Amiri, Houcine Oudira, Aissa Chouder et al. · Energy Conversion and Management · 2024 · 166 citations

Fault Diagnosis, Engineering, Machine Learning +11

Analysis of current and voltage indicators in grid connected PV (photovoltaic) systems working in faulty and partial shading conditions

Santiago Silvestre, Sofiane Kichou, Aissa Chouder et al. · Energy · 2015 · 100 citations · Full text

Voltage Indicators, Electrical Engineering, Engineering +10

Fault Detection and Diagnosis of a Photovoltaic System Based on Deep Learning Using the Combination of a Convolutional Neural Network (CNN) and Bidirectional Gated Recurrent Unit (Bi-GRU)

Ahmed Faris Amiri, Sofiane Kichou, Houcine Oudira et al. · Sustainability · 2024 · 83 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +9

Optimal Energy Harvesting From a Multistrings PV Generator Based on Artificial Bee Colony Algorithm

Saad Motahhir, Aissa Chouder, Aboubakr El Hammoumi et al. · IEEE Systems Journal · 2020 · 70 citations · Full text

Engineering, Energy Efficiency, Energy Conversion +21

Characterization of degradation and evaluation of model parameters of amorphous silicon photovoltaic modules under outdoor long term exposure

Sofiane Kichou, Santiago Silvestre, G. Nofuentes et al. · Energy · 2016 · 64 citations · Full text

Electrical Engineering, Engineering, Solar Power +10