Hydrogenerator early fault detection: Sparse Dictionary Learning jointly with the Variational Autoencoder. - Ryad Zemouri; Rony Ibrahim; Antoine Tahan (Eng. Appl. Artif. Intell., 2023)

Rotor Fault Diagnosis of Large Hydrogenerators Using Vibration Data and VAE-Desirability Function. - Rony Ibrahim; Ryad Zemouri; Antoine Tahan; Bachir Kedjar; Kamal Al-Haddad; Arezki Merkhouf (IECON, 2024)

Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators. - Helene Bechara; Rony Ibrahim; Ryad Zemouri; Bachir Kedjar; Arezki Merkhouf; Antoine Tahan; Kamal Al-Haddad (IEEE Access, 2024)