Sfoglia per Autore
Predictive Control and Benefit Sharing in Multi-Energy Systems
2024-01-01 La Bella, Alessio; Nigro, Lorenzo; Scattolini, Riccardo
Nonlinear MPC design for incrementally ISS systems with application to GRU networks
2024-01-01 Bonassi, Fabio; La Bella, Alessio; Farina, Marcello; Scattolini, Riccardo
Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems
2024-01-01 de Giuli, Laura Boca; Bella, Alessio La; Scattolini, Riccardo
Deep Long-Short Term Memory networks: Stability properties and Experimental validation
2023-01-01 Bonassi, F.; Bella, A. L.; Panzani, G.; Farina, M.; 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.
The MICS Project: A Data Science Pipeline for Industry 4.0 Applications
2023-01-01 Cristaldi, Loredana; Esmaili, Parisa; Gruosso, Giambattista; Bella, Alessio La; Mecella, Massimo; Scattolini, Riccardo; Arman, Ala; Susto, Gian Antonio; Tanca, Letizia
Two formal methodologies of Model-Based Safety Assessment for Fault Tree Analysis
2023-01-01 Lanzani, I.; Scattolini, R.; Zio, E.; Cimatti, A.; Bozzano, M.; Tonetta, S.
Robust tube-based model predictive control with Koopman operators
2022-01-01 Zhang, X.; Pan, W.; Scattolini, R.; Yu, S.; Xu, X.
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.
Towards lifelong learning of Recurrent Neural Networks for control design
2022-01-01 Bonassi, Fabio; Xie, Jing; Farina, Marcello; Scattolini, Riccardo
Safeguarded optimal policy learning for a smart discrete manufacturing plant
2022-01-01 Boffadossi, R.; Bonassi, F.; Fagiano, L.; Scattolini, R.; Cataldo, A.
Robust multi-rate predictive control using multi-step prediction models learned from data
2022-01-01 Terzi, Enrico; Farina, Marcello; Fagiano, Lorenzo; Scattolini, Riccardo
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems
2022-01-01 Bonassi, F.; Scattolini, R.
Supervised model predictive control of large-scale electricity networks via clustering methods
2022-01-01 La Bella, A.; Klaus, P.; Ferrari-Trecate, G.; 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.
Performance improvement of an air-to-water heat pump through linear time-varying MPC with adaptive COP predictor
2021-01-01 Rastegarpour, S.; Scattolini, R.; Ferrarini, L.
Stability of discrete-time feed-forward neural networks in NARX configuration
2021-01-01 Bonassi, F; 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.
Hierarchical Control in Islanded DC Microgrids with Flexible Structures
2021-01-01 Nahata, P.; La Bella, A.; Scattolini, R.; Ferrari-Trecate, G.
On the stability properties of Gated Recurrent Units neural networks
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.
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
A mixed-integer distributed approach to prosumers aggregation for providing balancing services
2021-01-01 La Bella, A.; Falsone, A.; Ioli, D.; Prandini, M.; Scattolini, R.
Tustin neural networks: a class of recurrent nets for adaptive MPCof mechanical systems
2020-01-01 Pozzoli, S.; Gallieri, 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.
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.
Optimal Training of Echo State Networks via Scenario Optimization
2020-01-01 BUGLIARI ARMENIO, Luca; Fagiano, LORENZO MARIO; Terzi, Enrico; Farina, Marcello; Scattolini, Riccardo
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.
Hierarchical routing control in discrete manufacturing plants via model predictive path allocation and greedy path following
2020-01-01 Fagiano, L.; Tanaskovic, M.; Mallitasig, L. C.; Cataldo, A.; 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.
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.
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.
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.
Fault-tolerant model predictive control of a de-manufacturing plant
2019-01-01 Cataldo, A.; Morescalchi, M.; Scattolini, R.
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.
Secondary Control Strategies for DC Islanded Microgrids Operation
2019-01-01 Martinelli, A; La Bella, A; Scattolini, R
Model Predictive Control Design for Dynamical Systems Learned by Echo State Networks
2019-01-01 BUGLIARI ARMENIO, Luca; Terzi, E.; Farina, M.; Scattolini, R.
Modelling and predictive control of a solar cooling plant with flexible configuration
2019-01-01 Rathod, Niraj; La Bella, A.; Puleo, G.; Scattolini, R.; Rossetti, A.; Sandroni, C.
Set membership estimation of day-ahead microgrids scheduling
2019-01-01 La Bella, A; Fagiano, L; Scattolini, R
Learning-based predictive control for linear systems: A unitary approach
2019-01-01 Terzi, E.; Fagiano, L.; Farina, M.; 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
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
A multi-rate Model Predictive Control algorithm for systems with fast-slow dynamics
2018-01-01 Zhang, X.; Farina, M.; Spinelli, S.; Scattolini, R.
Modelling and predictive control of a recirculating cooling water system for an industrial plant
2018-01-01 Terzi, E.; Cataldo, A.; Lorusso, P.; Scattolini, R.
Microgrids aggregation management providing ancillary services
2018-01-01 LA BELLA, Alessio; Farina, M.; Sandroni, Carlo; Scattolini, R.
Learning multi-step prediction models for receding horizon control
2018-01-01 Terzi, Enrico; Fagiano, L.; Farina, M.; Scattolini, R.
Robust predictive control with data-based multi-step prediction models
2018-01-01 Terzi, E.; Farina, M.; Fagiano, L.; Scattolini, R.
Complexity reduction of Model Predictive Control for a de-manufacturing plant
2018-01-01 Cataldo, A.; Lanzarone, E.; Morescalchi, M.; Scattolini, R.
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