no code implementations • 28 Jun 2023 • Stefano Spinelli, Marcello Farina, Andrea Ballarino
A hierarchical architecture for the optimal management of an ensemble of steam generators is presented.
no code implementations • 23 Dec 2020 • Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali
Probabilistic load forecasting (PLF) is a key component in the extended tool-chain required for efficient management of smart energy grids.
no code implementations • 29 Sep 2020 • Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
This work targets the identification of a class of models for hybrid dynamical systems characterized by nonlinear autoregressive exogenous (NARX) components, with finite-dimensional polynomial expansions, and by a Markovian switching mechanism.
no code implementations • 29 Sep 2020 • Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
Hybrid system identification is a key tool to achieve reliable models of Cyber-Physical Systems from data.