187 citations · 532 across the 25 of their papers we have counts for
3 papers · 1 filter
Learning-based predictive control for linear systems: a unitary approach
Enrico Terzi, Lorenzo Fagiano, Marcello Farina +1
A comprehensive approach addressing identification and control for learningbased Model Predictive Control (MPC) for linear systems is presented. The design technique yields a data-…
Design of aggregators for the day-ahead management of microgrids providing active and reactive power services
Alessio La Bella, Marcello Farina, Carlo Sandroni +1
The increasing diffusion of distributed energy generation systems requires the development of new control paradigms for the coordination of micro-generators, storage systems, and l…
On multi-step prediction models for receding horizon control
Enrico Terzi, Lorenzo Fagiano, Marcello Farina +1
The derivation of multi-step-ahead prediction models from sampled data of a linear system is considered. A dedicated prediction model is built for each future time step of interest…