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Titolo Data di pubblicazione Autori File
Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems 1-gen-2024 de Giuli, Laura BocaBella, Alessio LaScattolini, Riccardo
Predictive Control and Benefit Sharing in Multi-Energy Systems 1-gen-2024 La Bella, AlessioNigro, LorenzoScattolini, Riccardo
Nonlinear MPC design for incrementally ISS systems with application to GRU networks 1-gen-2024 Bonassi, FabioLa Bella, AlessioFarina, MarcelloScattolini, Riccardo
The MICS Project: A Data Science Pipeline for Industry 4.0 Applications 1-gen-2023 Cristaldi, LoredanaEsmaili, ParisaGruosso, GiambattistaBella, Alessio LaScattolini, RiccardoTanca, Letizia +
Robust offset-free nonlinear model predictive control for systems learned by neural nonlinear autoregressive exogenous models 1-gen-2023 Xie J.Bonassi F.Farina M.Scattolini R.
Two formal methodologies of Model-Based Safety Assessment for Fault Tree Analysis 1-gen-2023 Lanzani I.Scattolini R.Zio E. +
Deep Long-Short Term Memory networks: Stability properties and Experimental validation 1-gen-2023 Bonassi F.Panzani G.Farina M.Scattolini R. +
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems 1-gen-2022 Bonassi F.Scattolini R.
Towards lifelong learning of Recurrent Neural Networks for control design 1-gen-2022 Bonassi, FabioXie, JingFarina, MarcelloScattolini, Riccardo
An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models 1-gen-2022 Bonassi F.Xie J.Farina M.Scattolini R.
Safeguarded optimal policy learning for a smart discrete manufacturing plant 1-gen-2022 Boffadossi R.Bonassi F.Fagiano L.Scattolini R.Cataldo A.
Robust multi-rate predictive control using multi-step prediction models learned from data 1-gen-2022 Marcello FarinaLorenzo FagianoRiccardo Scattolini +
On Recurrent Neural Networks for learning-based control: Recent results and ideas for future developments 1-gen-2022 Bonassi F.Farina M.Xie J.Scattolini R.
Robust tube-based model predictive control with Koopman operators 1-gen-2022 Zhang X.Scattolini R. +
Supervised model predictive control of large-scale electricity networks via clustering methods 1-gen-2022 La Bella A.Scattolini R. +
Hierarchical Control in Islanded DC Microgrids with Flexible Structures 1-gen-2021 La Bella A.Scattolini R. +
Supervised control of hybrid AC-DC grids for power balance restoration 1-gen-2021 Bonassi F.La Bella A.Scattolini R. +
Stability of discrete-time feed-forward neural networks in NARX configuration 1-gen-2021 Bonassi, FFarina, MScattolini, R
Learning model predictive control with long short-term memory networks 1-gen-2021 F. BonassiM. FarinaR. Scattolini +
Nonlinear MPC for Offset-Free Tracking of systems learned by GRU Neural Networks 1-gen-2021 Fabio BonassiCaio Fabio Oliveira da SilvaRiccardo Scattolini
On the stability properties of Gated Recurrent Units neural networks 1-gen-2021 Bonassi F.Farina M.Scattolini R.
A mixed-integer distributed approach to prosumers aggregation for providing balancing services 1-gen-2021 La Bella A.Falsone A.Ioli D.Prandini M.Scattolini R.
Performance improvement of an air-to-water heat pump through linear time-varying MPC with adaptive COP predictor 1-gen-2021 Rastegarpour S.Scattolini R.Ferrarini L.
Tustin neural networks: a class of recurrent nets for adaptive MPCof mechanical systems 1-gen-2020 R. Scattolini +
LSTM neural networks: Input to state stability and probabilistic safety verification 1-gen-2020 F. BonassiE. TerziM. FarinaR. Scattolini
Iterative distributed fault detection and isolation for linear systems based on moving horizon estimation 1-gen-2020 Lauricella M.Farina M.Scattolini R. +
A hierarchical MPC scheme for coordination of independent systems with shared resources and plug-and-play capabilities 1-gen-2020 M. FarinaX. ZhangR. Scattolini
Learning-based predictive control of the cooling system of a large business centre 1-gen-2020 E. TerziD. SaccaniM. FarinaL. FagianoR. Scattolini +
A hierarchical approach for balancing service provision by microgrids aggregators 1-gen-2020 A. La BellaF. BonassiL. FagianoR. Scattolini +
Software-in-the-loop testing of a distributed optimal scheduling strategy for microgrids' aggregators 1-gen-2020 Bonassi F.La Bella A.Fagiano L.Scattolini R. +
Hierarchical routing control in discrete manufacturing plants via model predictive path allocation and greedy path following 1-gen-2020 Fagiano L.Scattolini R. +
Optimal Training of Echo State Networks via Scenario Optimization 1-gen-2020 Luca Bugliari ArmenioLorenzo FagianoEnrico TerziMarcello FarinaRiccardo Scattolini
A fully distributed control scheme for power balancing in distribution networks 1-gen-2020 A. La BellaF. BonassiR. Scattolini +
Structured modelling from data and optimal control of the cooling system of a large business center 1-gen-2020 Terzi E.Fagiano L.Farina M.Scattolini R.
Fault-tolerant model predictive control of a de-manufacturing plant 1-gen-2019 Scattolini R. +
Set membership estimation of day-ahead microgrids scheduling 1-gen-2019 La Bella, AFagiano, LScattolini, R
Modelling and predictive control of a solar cooling plant with flexible configuration 1-gen-2019 RATHOD, NIRAJA. La BellaR. ScattoliniC. Sandroni +
Learning-based predictive control for MIMO systems 1-gen-2019 E. TerziM. FarinaL. FagianoR. Scattolini +
Design of Aggregators for the Day-Ahead Management of Microgrids Providing Active and Reactive Power Services 1-gen-2019 La Bella A.Farina M.Sandroni C.Scattolini R.
Model Predictive Control Design for Dynamical Systems Learned by Echo State Networks 1-gen-2019 BUGLIARI ARMENIO, LUCAE. TerziM. FarinaR. Scattolini
Learning-based predictive control for linear systems: A unitary approach 1-gen-2019 Terzi E.Fagiano L.Farina M.Scattolini R.
Echo State Networks: analysis, training and predictive control 1-gen-2019 Terzi, EFarina, MScattolini, R +
Secondary Control Strategies for DC Islanded Microgrids Operation 1-gen-2019 La Bella, AScattolini, R +
Two-layer model predictive control of systems with independent dynamics and shared control resources 1-gen-2019 Bella, Alessio LaBONASSI, FABIOFarina, MarcelloScattolini, Riccardo
Distributed MPC for large-scale systems 1-gen-2018 M. FarinaR. Scattolini
On the design of microgrids aggregation management framework to provide ancillary services 1-gen-2018 A. La BellaM. farinaC. SandroniR. Scattolini
On the design of a microgrids aggregation management framework to provide ancillary services 1-gen-2018 La Bella, AlessioFarina, MarcelloScattolini, Riccardo +
Modelling and predictive control of a recirculating cooling water system for an industrial plant 1-gen-2018 E. TerziA. CataldoR. Scattolini +
Learning multi-step prediction models for receding horizon control 1-gen-2018 TERZI, ENRICOL. FagianoM. FarinaR. Scattolini
Microgrids aggregation management providing ancillary services 1-gen-2018 LA BELLA, ALESSIOM. FarinaSANDRONI, CARLOR. Scattolini
Mostrati risultati da 1 a 50 di 294
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