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Author

Gianfranco Chicco

2 papers indexed here

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Conference Sep 2026

Optimal Restoration Planning for Low-Inertia Distribution Systems Using Grid-Forming Distributed Energy Resources

The increasing penetration of converter-based distributed energy resources (DERs) introduces critical frequency stability challenges during post-contingency islanded operation. Conventional restoration planning models neglect rate-of-change-of-frequency (ROCOF) and frequency nadir limits, producing islanded configurati...

Matheus Holzbach, Mario A. Mejia, John F. Franco et al. · 0 citations
Aug 2026

A multi-expert deep learning framework for accurate and scalable appliance-level energy disaggregation

The proposed MoE-BiGRU-Transformer model captures bidirectional temporal dependencies, global contextual features, and appliance-specific patterns through a self-attention process using the Transformer encoder component and learns appliance specialization through a gating function learning approach using the MoE compon...

M. Abbas, Malik Intisar Ali Sajjad, Gianfranco Chicco et al. · 0 citations

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