Sfoglia per Autore
Nonlinear MPC design for incrementally ISS systems with application to GRU networks
2024-01-01 Bonassi, Fabio; La Bella, Alessio; Farina, Marcello; Scattolini, Riccardo
Distributed Stochastic Optimisation with Uncertain Coupling Constraints
2024-01-01 Duca, Alessandro Del; Ruiz, Fredy; Scattolini, Riccardo
Sustainability and Resilience in the MICS SPOKE8 Project: The Role of the Digital Twin
2024-01-01 Berti, Nicola; Arman, Ala; Esmaili, Parisa; Zeynivand, Mohsen; Battini, Daria; Bianchini, Devis; Cristaldi, Loredana; De Giuli, Laura Boca; Galeazzo, Ambra; Gruosso, Giambattista; Bella, Alessio La; Leotta, Francesco; Martiri, Luca; Masero, Eva; Mecella, Massimo; Plebani, Pierluigi; Rocco, Paolo; Salmaso, Luigi; Scattolini, Riccardo; Susto, Gian Antonio; Tanca, Letizia
The MICS Project Approach for Fault Detection in CNC Machine Bearings
2024-01-01 Boca de Giuli, Laura; La Bella, Alessio; Masero, Eva; Scattolini, Riccardo; Esmaili, Parisa; Cristaldi, Loredana; Tanca, Letizia; Gruosso, Giambattista; Martiri, Luca; Zeynivand, Mohsen; La Vigna, Giovanni; Minei, Giovanni
Robust Micro-Grid Energy Management System Through a Scenario Approach
2024-01-01 Del Duca, Alessandro; Ruiz, Fredy; Scattolini, Riccardo
Predictive Control and Benefit Sharing in Multi-Energy Systems
2024-01-01 La Bella, Alessio; Nigro, Lorenzo; Scattolini, Riccardo
Control-Oriented Modeling, Simulation, and Predictive Control of District Heating Networks
2024-01-01 Nigro, Lorenzo; La Bella, Alessio; Casella, Francesco; Scattolini, Riccardo
Distributed Two-Layer Predictive Control of Multi-Energy Systems
2024-01-01 Nigro, Lorenzo; LA BELLA, Alessio; Scattolini, Riccardo
Hierarchical Model Predictive Control for Waste Heat Recovery in Steel Mills
2024-01-01 Giacomelli, Gianluca; LA BELLA, Alessio; Lauricella, Marco; Breschi, Valentina; Scattolini, Riccardo
Modeling and predictive control of networked systems via physics-informed neural networks
2024-01-01 BOCA de GIULI, Laura; LA BELLA, Alessio; Farina, Marcello; Scattolini, Riccardo
Lifelong Learning for Monitoring and Adaptation of Data-Based Dynamical Models: A Statistical Process Control Approach
2024-01-01 BOCA de GIULI, Laura; LA BELLA, Alessio; DE NICOLAO, Giuseppe; Scattolini, Riccardo
Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems
2024-01-01 Boca de Giuli, Laura; La Bella, Alessio; Scattolini, Riccardo
Estimation and MPC control based on gated recurrent unit neural networks with unknown disturbances
2024-01-01 Masero, Eva; Bonassi, Fabio; Bella, Alessio La; Scattolini, Riccardo
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 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; La Bella, Alessio; Mecella, Massimo; Scattolini, Riccardo; Arman, Ala; Susto, Gian Antonio; Tanca, Letizia
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.
Supervised model predictive control of large-scale electricity networks via clustering methods
2022-01-01 LA BELLA, Alessio; Klaus, Pascal; FERRARI TRECATE, Giancarlo; Scattolini, Riccardo
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; 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.
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems
2022-01-01 Bonassi, F.; Scattolini, R.
Robust tube-based model predictive control with Koopman operators
2022-01-01 Zhang, X.; Pan, W.; Scattolini, R.; Yu, S.; Xu, X.
An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models
2022-01-01 Bonassi, F.; Xie, J.; Farina, M.; Scattolini, R.
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 mixed-integer distributed approach to prosumers aggregation for providing balancing services
2021-01-01 LA BELLA, Alessio; Falsone, Alessandro; Ioli, Daniele; Prandini, Maria; Scattolini, Riccardo
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.
Hierarchical Control in Islanded DC Microgrids with Flexible Structures
2021-01-01 Nahata, Pulkit; LA BELLA, Alessio; Scattolini, Riccardo; FERRARI TRECATE, Giancarlo
Learning model predictive control with long short-term memory networks
2021-01-01 Terzi, E.; Bonassi, F.; Farina, M.; 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
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
Tustin neural networks: a class of recurrent nets for adaptive MPCof mechanical systems
2020-01-01 Pozzoli, S.; Gallieri, M.; 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.
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.
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.
A fully distributed control scheme for power balancing in distribution networks
2020-01-01 La Bella, A.; Bonassi, F.; Klaus, P.; 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
LSTM neural networks: Input to state stability and probabilistic safety verification
2020-01-01 Bonassi, F.; Terzi, E.; Farina, M.; 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.
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.
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.
Design of Aggregators for the Day-Ahead Management of Microgrids Providing Active and Reactive Power Services
2019-01-01 LA BELLA, Alessio; Farina, Marcello; Sandroni, Carlo; Scattolini, Riccardo
Modelling and predictive control of a solar cooling plant with flexible configuration
2019-01-01 Rathod, Niraj; LA BELLA, Alessio; Puleo, Gianluca; Scattolini, Riccardo; Rossetti, Andrea; Sandroni, Carlo
Echo State Networks: analysis, training and predictive control
2019-01-01 Armenio, Lb; Terzi, E; Farina, M; Scattolini, R
Learning-based predictive control for linear systems: A unitary approach
2019-01-01 Terzi, E.; Fagiano, L.; Farina, M.; 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.
Secondary Control Strategies for DC Islanded Microgrids Operation
2019-01-01 Martinelli, Andrea; La Bella, Alessio; Scattolini, Riccardo
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