A probabilistic approach to Model Predictive Control. - Marcello Farina; Luca Giulioni; Lalo Magni; Riccardo Scattolini (CDC, 2013)

Optimal building climate control: a solution based on nested dynamic programming and randomized optimization. - Luca Deori; Luca Giulioni; Maria Prandini (CDC, 2014)

An MPC approach to output-feedback control of stochastic linear discrete-time systems. - Marcello Farina; Luca Giulioni; Lalo Magni; Riccardo Scattolini (CoRR, 2014)

An Approach to Distributed Predictive Control for Tracking-Theory and Applications. - Marcello Farina; Giulio Betti; Luca Giulioni; Riccardo Scattolini (IEEE Trans. Control. Syst. Technol., 2014)

Two-layer predictive control of a micro-grid including stochastic energy sources. - Stefano Raimondi Cominesi; Marcello Farina; Luca Giulioni; Bruno Picasso; Riccardo Scattolini (ACC, 2015)

Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement. - Danilo Caporale; Luca Deori; Roberto Mura; Alessandro Falsone; Riccardo Vignali; Luca Giulioni; Matteo Pirotta; Giorgio Manganini (ECC, 2015)

An approach to output-feedback MPC of stochastic linear discrete-time systems. - Marcello Farina; Luca Giulioni; Lalo Magni; Riccardo Scattolini (Autom., 2015)

Stochastic Model Predictive Control with application to distributed control systems. - Luca Giulioni (2015)

Distributed Predictive Control of stochastic linear systems with chance constraints. - Marcello Farina; Luca Giulioni; Riccardo Scattolini (ACC, 2016)

A Two-Layer Stochastic Model Predictive Control Scheme for Microgrids. - Stefano Raimondi Cominesi; Marcello Farina; Luca Giulioni; Bruno Picasso; Riccardo Scattolini (IEEE Trans. Control. Syst. Technol., 2018)