Sfoglia per Autore
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.
A feedback linearisation algorithm for single-track models with structural stability properties
2022-01-01 Bascetta, L; Farina, M; Gabrielli, A; Matteucci, M
Data-based control design for linear discrete-time systems with robust stability guarantees
2022-01-01 D'Amico, William; Farina, Marcello
An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
2022-01-01 Bonassi, F.; Xie, J.; Farina, M.; Scattolini, R.
Towards lifelong learning of Recurrent Neural Networks for control design
2022-01-01 Bonassi, Fabio; Xie, Jing; Farina, Marcello; Scattolini, Riccardo
Robust multi-rate predictive control using multi-step prediction models learned from data
2022-01-01 Terzi, Enrico; Farina, Marcello; Fagiano, LORENZO MARIO; Scattolini, Riccardo
Remote MPC for Tracking over Lossy Networks
2022-01-01 Pezzutto, M.; Farina, M.; Carli, R.; Schenato, L.
Recurrent Neural Network controllers learned using Virtual Reference Feedback Tuning with application to an Electronic Throttle Body
2022-01-01 D'Amico, W.; Farina, M.; Panzani, G.
Model-based fault isolability and isolation of persistent faults: Centralized and distributed implementations
2021-01-01 Farina, M.; Caspani, A.
Learning model predictive control with long short-term memory networks
2021-01-01 Terzi, E.; Bonassi, F.; Farina, M.; Scattolini, R.
Stability of discrete-time feed-forward neural networks in NARX configuration
2021-01-01 Bonassi, F; Farina, M; Scattolini, R
On the stability properties of Gated Recurrent Units neural networks
2021-01-01 Bonassi, F.; Farina, M.; Scattolini, R.
A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators
2021-01-01 Spinelli, S.; Farina, M.; Ballarino, A.
Learning-based predictive control of the cooling system of a large business centre
2020-01-01 Terzi, E.; Bonetti, T.; Saccani, D.; Farina, M.; Fagiano, L.; 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 Model Predictive Control with Enhanced Actuator Model for Multi-Rotor Aerial Vehicles with Generic Designs
2020-01-01 Bicego, Davide; Mazzetto, Jacopo; Carli, Ruggero; Farina, Marcello; Franchi, Antonio
A Hierarchical MPC Scheme for Ensembles of Hammerstein Systems
2020-01-01 Petzke, F.; Farina, M.; Streif, S.
Structured modelling from data and optimal control of the cooling system of a large business center
2020-01-01 Terzi, E.; Fagiano, L.; Farina, M.; Scattolini, R.
A Hierarchical Architecture for the Coordination of an Ensemble of Steam Generators
2020-01-01 Spinelli, S.; Longoni, E.; Farina, M.; Petzke, F.; Streif, S.; Ballarino, A.
Optimal Training of Echo State Networks via Scenario Optimization
2020-01-01 BUGLIARI ARMENIO, Luca; Fagiano, LORENZO MARIO; Terzi, Enrico; Farina, Marcello; Scattolini, Riccardo
An optimal hierarchical control scheme for smart generation units: an application to combined steam and electricity generation
2020-01-01 Spinelli, S.; Farina, M.; Ballarino, A.
A hierarchical MPC scheme for coordination of independent systems with shared resources and plug-and-play capabilities
2020-01-01 Farina, M.; Zhang, X.; Scattolini, R.
Iterative distributed fault detection and isolation for linear systems based on moving horizon estimation
2020-01-01 Lauricella, M.; Farina, M.; Schneider, R.; Scattolini, R.
Suboptimal Distributed LQR Design for Physically Coupled Systems
2020-01-01 Xu, Liang; Guo, Baiwei; Galimberti, Clara; Farina, Marcello; Carli, Ruggero; Ferrari Trecate, Giancarlo
Design of Aggregators for the Day-Ahead Management of Microgrids Providing Active and Reactive Power Services
2019-01-01 La Bella, A.; Farina, M.; Sandroni, C.; Scattolini, R.
Learning-based predictive control for MIMO systems
2019-01-01 Salvador, J. R.; Terzi, E.; Farina, M.; Ramirez, D. R.; Fagiano, L.; Munoz de la Pena, D.; Scattolini, R.
Echo State Networks: analysis, training and predictive control
2019-01-01 Armenio, Lb; Terzi, E; Farina, M; Scattolini, R
Online Nonlinear Model Predictive Control for tethered UAVs to perform a safe and constrained maneuver
2019-01-01 Rossi, E; Bruschetta, M; Carli, R; Chen, Yt; Farina, M
Model Predictive Control Design for Dynamical Systems Learned by Echo State Networks
2019-01-01 BUGLIARI ARMENIO, Luca; Terzi, E.; Farina, M.; Scattolini, R.
An optimal control of start-up for nonlinear fire-tube boilers with thermal stress constraints
2019-01-01 Spinelli, Stefano; Farina, Marcello; Ballarino, Andrea
Distributed Fault Detection for Interconnected Large-Scale Systems: A Scalable Plug & Play Approach
2019-01-01 Boem, F.; Carli, R.; Farina, M.; Ferrari-Trecate, G.; Parisini, T.
Two-layer model predictive control of systems with independent dynamics and shared control resources
2019-01-01 Bella, Alessio La; Bonassi, Fabio; Farina, Marcello; Scattolini, Riccardo
Learning-based predictive control for linear systems: A unitary approach
2019-01-01 Terzi, E.; Fagiano, L.; Farina, M.; Scattolini, R.
Partition-based Distributed Kalman Filter with plug and play features
2018-01-01 Farina, M.; Carli, R.
Distributed MPC for large-scale systems
2018-01-01 Farina, M.; Scattolini, R.
A Two-Layer Stochastic Model Predictive Control Scheme for Microgrids
2018-01-01 Cominesi, Stefano Raimondi; Farina, Marcello; Giulioni, Luca; Picasso, Bruno; Scattolini, Riccardo
Learning multi-step prediction models for receding horizon control
2018-01-01 Terzi, Enrico; Fagiano, L.; Farina, M.; Scattolini, R.
Scalable MPC Design.
2018-01-01 Farina, M.; Ferrari-Trecate, G.; Jones, C.; Zeilinger, S. Riverso and M.
Stochastic Distributed Predictive Tracking Control for Networks of Autonomous Systems with Coupling Constraints
2018-01-01 Farina, M.; Misiano, S.
A hierarchical optimization-based scheme for combined Fire-tube Boiler/CHP generation units
2018-01-01 Spinelli, Stefano; Farina, M.; Ballarino, A.
Identication of the cooling system of a large business center
2018-01-01 Terzi, E.; Fagiano, L.; Farina, M.; Scattolini, R.
Microgrids aggregation management providing ancillary services
2018-01-01 LA BELLA, Alessio; Farina, M.; Sandroni, Carlo; Scattolini, R.
Life lessons from and for distributed MPC – Part 1: Dynamics of cooperation
2018-01-01 Mcnamara, P.; Negenborn, R. R.; Cañizares, J. C.; Farina, M.; Maestre, J. M.; Trodden, P.; Olaru, S.
A Multirate Hierarchical MPC Scheme for Ensemble Systems
2018-01-01 Petzke, F; Farina, M; Streif, S
MPC-based control architecture of an autonomous wheelchair for indoor environments
2018-01-01 Bardaro, Gianluca; Bascetta, Luca; Ceravolo, Eugenio; Farina, Marcello; Gabellone, Mauro; Matteucci, Matteo
On the design of a microgrids aggregation management framework to provide ancillary services
2018-01-01 La Bella, Alessio; Farina, Marcello; Sandroni, Carlo; Scattolini, Riccardo
A multi-rate Model Predictive Control algorithm for systems with fast-slow dynamics
2018-01-01 Zhang, X.; Farina, M.; Spinelli, S.; Scattolini, R.
On the design of microgrids aggregation management framework to provide ancillary services
2018-01-01 La Bella, A.; Farina, M.; Sandroni, C.; Scattolini, R.
Robust predictive control with data-based multi-step prediction models
2018-01-01 Terzi, E.; Farina, M.; Fagiano, L.; Scattolini, R.
Reducing false alarm rates in observer-based distributed fault detection schemes by analyzing moving averages
2018-01-01 Attuati, Stefano; Farina, Marcello; Boem, Francesca; Parisini, Thomas
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