Search Results for author: Paola Falugi

Found 2 papers, 0 papers with code

A Machine Learning-Enhanced Benders Decomposition Approach to Solve the Transmission Expansion Planning Problem under Uncertainty

no code implementations15 Apr 2023 Stefan Borozan, Spyros Giannelos, Paola Falugi, Alexandre Moreira, Goran Strbac

The necessary decarbonization efforts in energy sectors entail the integration of flexibility assets, as well as increased levels of uncertainty for the planning and operation of power systems.

Computational Efficiency

Data-driven predictive control with improved performance using segmented trajectories

no code implementations24 Aug 2021 Edward O'Dwyer, Eric C. Kerrigan, Paola Falugi, Marta A. Zagorowska, Nilay Shah

The case studies show that good tracking performance is achieved for a range of horizon choices, whereas performance degrades with longer horizons without segmentation.

energy management LEMMA +3

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