Y. E. Acar

Radar-based electrical machine fault diagnosis via time–frequency imaging and deep feature-based machine learning

These findings support radar as a practical alternative for machine monitoring and demonstrate that time–frequency representations combined with deep feature learning can further improve fault recognition performance, overcoming the limitations of contact-based sensors.