Abdelmoumene Hechifa

A hybrid LSTM random forest model with grey wolf optimization for enhanced detection of multiple bearing faults

Said Djaballah, Lotfi Saïdi, Kamel Meftah et al. · Scientific Reports · 2024 · 38 citations · Full text

Improved intelligent methods for power transformer fault diagnosis based on tree ensemble learning and multiple feature vector analysis

Abdelmoumene Hechifa, Abdelaziz Lakehal, Arnaud Nanfak et al. · Electrical Engineering · 2023 · 29 citations

Fault Diagnosis, Engineering, Machine Learning +11

Enhanced photovoltaic panel diagnostics through AI integration with experimental DC to DC Buck Boost converter implementation

Chouaib Labiod, Redha Meneceur, Ali Bebboukha et al. · Scientific Reports · 2025 · 14 citations · Full text

A combined technique for power transformer fault diagnosis based on <i>k</i> ‐means clustering and support vector machine

Arnaud Nanfak, Abdelmoumene Hechifa, Samuel Eke et al. · IET Nanodielectrics · 2024 · 12 citations · Full text

A Novel Graphical Method for Interpretating Dissolved Gases and Fault Diagnosis in Power Transformer Based on Dynamique Axes in Circular Form

Abdelmoumene Hechifa, Chouaib Labiod, Abdelaziz Lakehal et al. · IEEE Transactions on Power Delivery · 2024 · 10 citations