1 code implementation • 21 Mar 2023 • Luigi Russo, Siddharth H. Nair, Luigi Glielmo, Francesco Borrelli
We propose a supervised learning framework for computing solutions of multi-parametric Mixed Integer Linear Programs (MILPs) that arise in Model Predictive Control.
no code implementations • 13 Apr 2021 • Amit Joshi, Hamed Kebriaei, Valerio Mariani, Luigi Glielmo
In this letter, we model the day-ahead price-based demand response of a residential household with battery energy storage and other controllable loads, as a convex optimization problem.