Sandhya Mitta

Frequency-aware signal image representation and graph transformer learning for bearing fault diagnosis

The results demonstrate that integrating frequency-aware signal representations, graph-based structural learning, and Transformer-based global contextual modeling can effectively improve bearing fault discrimination.