Listar por autor "Porras, Álvaro"

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Cost-driven screening of network constraints for the unit commitment problem

Porras, Álvaro; Pineda-Morente, Salvador; Morales-Gonzalez, Juan Miguel; Jimenez-Cordero, Maria Asuncion (The Institute of Electrical and Electronics Engineers (IEEE), 2022-03-16)

In an attempt to speed up the solution of the unit commitment (UC) problem, both machine-learning and optimization-based methods have been proposed to lighten the full UC formulation by removing as many superfluous line-flow ...
Inverse optimization with kernel regression: Application to the power forecasting and bidding of a fleet of electric vehicles

Fernández-Blanco, Ricardo; Morales-Gonzalez, Juan Miguel; Pineda-Morente, Salvador; Porras, Álvaro (Elsevier, 2021-10)

This paper considers an aggregator of Electric Vehicles (EVs) who aims to learn the aggregate power of his/her fleet while also participating in the electricity market. The proposed approach is based on a data-driven inverse ...