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Souhardya Chattopadhyay

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#machine learning Preprint Sep 2026

Peak-Aware Short-Term Load Forecasting Across Distribution Grid Aggregation Levels

For distribution system operators, short-term load forecasting (STLF) supports congestion management, voltage control, and asset protection. Most existing approaches focus on overall accuracy across all time steps and neglect performance during high-demand (HD) periods, where larger forecast errors can increase the ris...

Souhardya Chattopadhyay, Julian Oelhaf, A. Schoening et al. · 0 citations