Abdulbari Ali Mohamed Frei

XFed-PQD: Explainable Federated Learning for Power Quality Disturbance Classification in Edge-Enabled Smart Distribution Networks

Power-quality disturbance (PQD) recognition is increasingly being pushed toward the sensing point rather than handled only at a central server. That shift creates a useful opportunity for distributed learning, but it also exposes two practical questions: how much performance is lost when raw waveforms remain local, and...