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Eman M. Hammad

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Jul 2026

Inertia-Informed Federated Learning Control Framework for Distributed Smart Grid Resilience

This work proposes Inertia-Informed Weighted FedAvg (IIWFedAvg), a physics-informed aggregation strategy that embeds generator inertia directly into global model fusion for transient stability control in transmission networks.

Ibrahim Shahbaz, Omar Al-Refai, Eman M. Hammad · 1 citation

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