17 citations · 18 across the 3 of their papers we have counts for
5 papers
Exact and Evolutionary Algorithms for Sequential Multi-Objective Transmission Topology Planning
Job Groeneveld, Miguel Muñoz, Jan Viebahn +1
We study day-ahead transmission topology control for high-voltage grid operation under security constraints. The operational task is to select, over a 24-hour horizon, a sequ…
Online Decision Making for Trading Wind Energy
Miguel Angel Muñoz, Pierre Pinson, Jalal Kazempour
We propose and develop a new algorithm for trading wind energy in electricity markets, within an online learning and optimization framework. In particular, we combine a component-w…
Prescribing net demand for two-stage electricity generation scheduling
Juan M. Morales, Miguel Á. Muñoz, Salvador Pineda
We consider a two-stage generation scheduling problem comprising a forward dispatch and a real-time re-dispatch. The former must be conducted facing an uncertain net demand that in…
A bilevel framework for decision-making under uncertainty with contextual information
Miguel Angel Muñoz, Salvador Pineda, Juan Miguel Morales
In this paper, we propose a novel approach for data-driven decision-making under uncertainty in the presence of contextual information. Given a finite collection of observations of…
Feature-driven Improvement of Renewable Energy Forecasting and Trading
Miguel Á. Muñoz, Juan M. Morales, Salvador Pineda
Inspired from recent insights into the common ground of machine learning, optimization and decision-making, this paper proposes an easy-to-implement, but effective procedure to enh…