90 citations · 103 across the 7 of their papers we have counts for
7 papers
An optimal hierarchical control scheme for smart generation units: an application to combined steam and electricity generation
Stefano Spinelli, Marcello Farina, Andrea Ballarino
Optimal management of thermal and energy grids with fluctuating demand and prices requires to orchestrate the generation units (GU) among all their operating modes. A hierarchical…
A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators
Stefano Spinelli, Marcello Farina, Andrea Ballarino
A hierarchical architecture for the optimal management of an ensemble of steam generators is presented. The subsystems are coordinated by a multilayer scheme for jointly sustaining…
Demand-side management via optimal production scheduling in power-intensive industries: The case of metal casting process
Danial Ramin, Stefano Spinelli, Alessandro Brusaferri
The increasing challenges to the grid stability posed by the penetration of renewable energy resources urge a more active role for demand response programs as viable alternatives t…
Probabilistic electric load forecasting through Bayesian Mixture Density Networks
Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli +1
Probabilistic load forecasting (PLF) is a key component in the extended tool-chain required for efficient management of smart energy grids. Neural networks are widely considered to…
Estimation of Switched Markov Polynomial NARX models
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-dimensiona…
Identification of Probability weighted ARX models with arbitrary domains
Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
Hybrid system identification is a key tool to achieve reliable models of Cyber-Physical Systems from data. PieceWise Affine models guarantees universal approximation, local lineari…