Transformer fault diagnosis using an efficient simulation-driven variational quantum classifier with domain-aware feature encoding
Simulation results on benchmark dissolved-gas-analysis datasets demonstrate high diagnostic accuracy, strong generalization capability, and robustness to realistic noise levels with minimal quantum resources, highlighting the effectiveness of simulation-informed modeling for practical transformer diagnostic application...