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Author

Andrea Lodi

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Preprint Sep 2026

Learning to Solve Two-Stage Stochastic Unit Commitment Problems with Quality Guarantees

Two-stage stochastic Mixed-Integer Linear Programs are a canonical modeling tool to optimize power system operations under uncertainty, yet their extensive-form counterparts scale linearly with the number of scenarios and quickly become computationally prohibitive under day-ahead time constraints. We propose an Input C...

Andrea Fusco, Andrea Lodi, Lavanya Marla · 0 citations

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