113 citations · 186 across the 4 of their papers we have counts for
4 papers
Combining Deep Learning and Optimization for Security-Constrained Optimal Power Flow
Alexandre Velloso, Pascal Van Hentenryck
The security-constrained optimal power flow (SCOPF) is fundamental in power systems and connects the automatic primary response (APR) of synchronized generators with the short-term…
An Exact and Scalable Problem Decomposition for Security-Constrained Optimal Power Flow
Alexandre Velloso, Pascal Van Hentenryck, Emma S. Johnson
In this paper, we present decomposition techniques for solving large-scale instances of the security-constrained optimal power flow (SCOPF) problem with primary response. Specifica…
Distributionally Robust Transmission Expansion Planning: a Multi-scale Uncertainty Approach
Alexandre Velloso, David Pozo, Alexandre Street
We present a distributionally robust optimization (DRO) approach for the transmission expansion planning problem, considering both long- and short-term uncertainties on the system…
Two-Stage Robust Unit Commitment for Co-Optimized Electricity Markets: An Adaptive Data-Driven Approach for Scenario-Based Uncertainty Sets
Alexandre Velloso, Alexandre Street, David Pozo +2
Two-stage robust unit commitment (RUC) models have been widely used for day-ahead energy and reserve scheduling under high renewable integration. The current state of the art relie…