BONASSI, FABIO
BONASSI, FABIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A fully distributed control scheme for power balancing in distribution networks
2020-01-01 La Bella, A.; Bonassi, F.; Klaus, P.; Scattolini, R.
A hierarchical approach for balancing service provision by microgrids aggregators
2020-01-01 La Bella, A.; Bonassi, F.; Sandroni, C.; Fagiano, L.; Scattolini, R.
An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
2022-01-01 Bonassi, F.; Xie, J.; Farina, M.; Scattolini, R.
Deep Long-Short Term Memory networks: Stability properties and Experimental validation
2023-01-01 Bonassi, F.; La Bella, A.; Panzani, G.; Farina, M.; Scattolini, R.
Learning model predictive control with long short-term memory networks
2021-01-01 Terzi, E.; Bonassi, F.; Farina, M.; Scattolini, R.
LSTM neural networks: Input to state stability and probabilistic safety verification
2020-01-01 Bonassi, F.; Terzi, E.; Farina, M.; Scattolini, R.
Nonlinear MPC design for incrementally ISS systems with application to GRU networks
2024-01-01 Bonassi, Fabio; La Bella, Alessio; Farina, Marcello; Scattolini, Riccardo
Nonlinear MPC for Offset-Free Tracking of systems learned by GRU Neural Networks
2021-01-01 Bonassi, Fabio; OLIVEIRA da SILVA, CAIO FÁBIO; Scattolini, Riccardo
On Recurrent Neural Networks for learning-based control: Recent results and ideas for future developments
2022-01-01 Bonassi, F.; Farina, M.; Xie, J.; Scattolini, R.
On the stability properties of Gated Recurrent Units neural networks
2021-01-01 Bonassi, F.; Farina, M.; Scattolini, R.
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems
2022-01-01 Bonassi, F.; Scattolini, R.
Robust offset-free nonlinear model predictive control for systems learned by neural nonlinear autoregressive exogenous models
2023-01-01 Xie, J.; Bonassi, F.; Farina, M.; Scattolini, R.
Safeguarded optimal policy learning for a smart discrete manufacturing plant
2022-01-01 Boffadossi, R.; Bonassi, F.; Fagiano, L.; Scattolini, R.; Cataldo, A.
Software-in-the-loop testing of a distributed optimal scheduling strategy for microgrids' aggregators
2020-01-01 Bonassi, F.; La Bella, A.; Fagiano, L.; Scattolini, R.; Zarrilli, D.; Almaleck, P.; Serra, P.
Stability of discrete-time feed-forward neural networks in NARX configuration
2021-01-01 Bonassi, F; Farina, M; Scattolini, R
Supervised control of hybrid AC-DC grids for power balance restoration
2021-01-01 Bonassi, F.; La Bella, A.; Lazzari, R.; Sandroni, C.; Scattolini, R.
Towards lifelong learning of Recurrent Neural Networks for control design
2022-01-01 Bonassi, Fabio; Xie, Jing; Farina, Marcello; Scattolini, Riccardo
Two-layer model predictive control of systems with independent dynamics and shared control resources
2019-01-01 La Bella, Alessio; Bonassi, Fabio; Farina, Marcello; Scattolini, Riccardo