Open access
Oct 2026
Artificial Neural Network and Machine Learning-Based Diagnosis of Bearing Faults in Turbogenerator System
This study investigates advanced diagnostic techniques for predicting bearing faults in industrial turbogenerators using Artificial Neural Networks (ANNs) and Support Vector Regression (SVR). Real-world data were collected from a 58 MW steam-driven turbogenerator over a two-year period, including vibration and rotation...
Soumaya Zaroual, Erroumayssae Sabani, H. Mastouri et al.
· Engineer · 0 citations