Search Results for author: Alexandre Moreira

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

Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets

no code implementations14 Nov 2022 Yuzhou Chen, Tian Jiang, Miguel Heleno, Alexandre Moreira, Yulia R. Gel

Nowadays, it is broadly recognized in the power system community that to meet the ever expanding energy sector's needs, it is no longer possible to rely solely on physics-based models and that reliable, timely and sustainable operation of energy systems is impossible without systematic integration of artificial intelligence (AI) tools.

Computational Efficiency Representation Learning

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