| Towards lifelong learning of Recurrent Neural Networks for control design | 0 | 0.34 | 2022 |
| A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators | 0 | 0.34 | 2022 |
| Robust multi-rate predictive control using multi-step prediction models learned from data | 0 | 0.34 | 2022 |
| On the stability properties of Gated Recurrent Units neural networks | 0 | 0.34 | 2021 |
| LSTM Neural Networks: Input to State Stability and Probabilistic Safety Verification | 0 | 0.34 | 2020 |
| Nonlinear Model Predictive Control With Enhanced Actuator Model For Multi-Rotor Aerial Vehicles With Generic Designs | 3 | 0.52 | 2020 |
| A Hierarchical MPC Scheme for Coordination of Independent Systems With Shared Resources and Plug-and-Play Capabilities | 1 | 0.36 | 2020 |
| Model Predictive Control Design for Dynamical Systems Learned by Echo State Networks. | 2 | 0.38 | 2019 |
| Distributed Fault Detection for Interconnected Large-Scale Systems: A Scalable Plug & Play Approach | 3 | 0.38 | 2019 |
| Online Nonlinear Model Predictive Control For Tethered Uavs To Perform A Safe And Constrained Maneuver | 0 | 0.34 | 2019 |
| An Optimal Control Of Start-Up For Nonlinear Fire-Tube Boilers With Thermal Stress Constraints | 0 | 0.34 | 2019 |
| Echo State Networks: Analysis, Training And Predictive Control | 0 | 0.34 | 2019 |
| Learning Multi-Step Prediction Models For Receding Horizon Control | 0 | 0.34 | 2018 |
| A hierarchical multi-rate MPC scheme for interconnected systems. | 4 | 0.47 | 2018 |
| Robust Predictive Control With Data-Based Multi-Step Prediction Models | 1 | 0.63 | 2018 |
| Stochastic Distributed Predictive Tracking Control for Networks of Autonomous Systems With Coupling Constraints. | 0 | 0.34 | 2018 |
| On multi-step prediction models for receding horizon control. | 0 | 0.34 | 2018 |
| Microgrids Aggregation Management Providing Ancillary Services | 0 | 0.34 | 2018 |
| A Multirate Hierarchical Mpc Scheme For Ensemble Systems | 0 | 0.34 | 2018 |
| A hierarchical optimization-based scheme for combined Fire-tube Boiler/CHP generation units | 0 | 0.34 | 2018 |
| Learning-based predictive control for linear systems: a unitary approach. | 0 | 0.34 | 2018 |
| A Two-Layer Stochastic Model Predictive Control Scheme for Microgrids. | 10 | 0.72 | 2018 |
| A Hierarchical Mpc Scheme For Interconnected Systems | 2 | 0.40 | 2017 |
| A hierarchical multirate MPC scheme for interconnected systems - $\textit{extended version}$. | 0 | 0.34 | 2017 |
| Model predictive control of linear systems with multiplicative unbounded uncertainty and chance constraints. | 6 | 0.61 | 2016 |
| Assessment and comparison of distributed model predictive control schemes: Application to a natural gas refrigeration plant. | 0 | 0.34 | 2016 |
| Scalable Monitoring Of Interconnected Stochastic Systems | 0 | 0.34 | 2016 |
| Plug-and-play state estimation and application to distributed output-feedback model predictive control | 5 | 0.53 | 2015 |
| An approach to output-feedback MPC of stochastic linear discrete-time systems | 12 | 0.69 | 2015 |
| Partition-Based Distributed Kalman Filter With Plug and Play Features | 6 | 0.58 | 2015 |
| Two-layer predictive control of a micro-grid including stochastic energy sources | 1 | 0.40 | 2015 |
| Fault detection of bearings in a drive reducer of a hot steel rolling mill | 0 | 0.34 | 2014 |
| Development of a Control-Oriented Model of Floating Wind Turbines | 6 | 1.27 | 2014 |
| Stochastic distributed Predictive Control of independent systems with coupling constraints | 0 | 0.34 | 2014 |
| An MPC approach to output-feedback control of stochastic linear discrete-time systems. | 2 | 0.42 | 2014 |
| Distributed predictive control of continuous-time systems. | 0 | 0.34 | 2014 |
| An Approach to Distributed Predictive Control for Tracking-Theory and Applications. | 5 | 0.53 | 2014 |
| A probabilistic approach to Model Predictive Control | 15 | 0.97 | 2013 |
| Block-wise discretization accounting for structural constraints | 10 | 0.67 | 2013 |
| Model predictive control of voltage profiles in MV networks with distributed generation. | 6 | 0.62 | 2013 |
| Plug-and-Play Decentralized Model Predictive Control for Linear Systems | 30 | 1.95 | 2013 |
| An Mpc-Based Reference Governor Approach For Offset-Free Control Of Constrained Linear Systems | 4 | 0.43 | 2013 |
| Plug-and-play distributed state estimation for linear systems | 3 | 0.49 | 2013 |
| Plug-and-Play Decentralized Model Predictive Control | 2 | 0.54 | 2012 |
| Plug-and-play model predictive control based on robust control invariant sets. | 21 | 1.36 | 2012 |
| Distributed predictive control: A non-cooperative algorithm with neighbor-to-neighbor communication for linear systems | 51 | 2.47 | 2012 |
| A Note on Discretization of Sparce Linear Systems. | 1 | 0.40 | 2012 |
| An MPC algorithm for offset-free tracking of constant reference signals | 3 | 0.47 | 2012 |
| Identification Of Polynomial Input/Output Recursive Models With Simulation Error Minimisation Methods | 5 | 0.49 | 2012 |
| Tube-based robust sampled-data MPC for linear continuous-time systems. | 4 | 0.44 | 2012 |
