2 code implementations • 3 May 2023 • Elisabetta Perotti, Ana M. Ospina, Gianluca Bianchin, Andrea Simonetto, Emiliano Dall'Anese
We propose a new mechanism to promote EV charging during hours of high renewable generation, and we introduce the concept of charge request, which is issued by a power utility company.
no code implementations • 18 Nov 2022 • Liliaokeawawa Cothren, Gianluca Bianchin, Sarah Dean, Emiliano Dall'Anese
Moreover, we show that the interconnected system tracks the solution trajectory of the underlying optimization problem up to an error that depends on the approximation errors of the neural network and on the time-variability of the optimization problem; the latter originates from time-varying safety and performance objectives, input constraints, and unknown disturbances.
no code implementations • 16 Dec 2021 • Florin Avram, Rim Adenane, Gianluca Bianchin, Andrei Halanay
We revisit here a landmark five parameter SIR-type model of [DvdD93, Sec.
no code implementations • 18 Feb 2021 • Felipe Galarza-Jimenez, Gianluca Bianchin, Jorge I. Poveda, Emiliano Dall'Anese
We study the stability properties of a control system composed of a dynamical plant and a feedback controller, the latter generating control signals that can be compromised by a malicious attacker.
Optimization and Control