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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteScattolini Riccardo
QualificaProfessore ordinario a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/04 - Automatica
Curriculum VitaeScarica il CV (100.61Kb - 25/09/2013)
OrcIDhttps://orcid.org/0000-0003-1804-9921

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E-mailriccardo.scattolini@polimi.it
Pagina web redatta a cura del docentehttp://home.dei.polimi.it/scattoli/indice.html

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
On Recurrent Neural Networks for learning-based control: Recent results and ideas for future developments (Mostra >>)
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems (Mostra >>)
Robust multi-rate predictive control using multi-step prediction models learned from data (Mostra >>)
Robust tube-based model predictive control with Koopman operators (Mostra >>)
Supervised model predictive control of large-scale electricity networks via clustering methods (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
Nonlinear MPC for Offset-Free Tracking of systems learned by GRU Neural Networks (Mostra >>)
Stability of discrete-time feed-forward neural networks in NARX configuration (Mostra >>)
Articoli su riviste
A mixed-integer distributed approach to prosumers aggregation for providing balancing services (Mostra >>)
Hierarchical Control in Islanded DC Microgrids with Flexible Structures (Mostra >>)
Learning model predictive control with long short-term memory networks (Mostra >>)
On the stability properties of Gated Recurrent Units neural networks (Mostra >>)
Performance improvement of an air-to-water heat pump through linear time-varying MPC with adaptive COP predictor (Mostra >>)
Supervised control of hybrid AC-DC grids for power balance restoration (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A fully distributed control scheme for power balancing in distribution networks (Mostra >>)
A hierarchical approach for balancing service provision by microgrids aggregators (Mostra >>)
Hierarchical routing control in discrete manufacturing plants via model predictive path allocation and greedy path following (Mostra >>)
LSTM neural networks: Input to state stability and probabilistic safety verification (Mostra >>)
Optimal Training of Echo State Networks via Scenario Optimization (Mostra >>)
Software-in-the-loop testing of a distributed optimal scheduling strategy for microgrids' aggregators (Mostra >>)
Tustin neural networks: a class of recurrent nets for adaptive MPCof mechanical systems (Mostra >>)
Articoli su riviste
A hierarchical MPC scheme for coordination of independent systems with shared resources and plug-and-play capabilities (Mostra >>)
Iterative distributed fault detection and isolation for linear systems based on moving horizon estimation (Mostra >>)
Learning-based predictive control of the cooling system of a large business centre (Mostra >>)
Structured modelling from data and optimal control of the cooling system of a large business center (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
Echo State Networks: analysis, training and predictive control (Mostra >>)
Learning-based predictive control for MIMO systems (Mostra >>)
Secondary Control Strategies for DC Islanded Microgrids Operation (Mostra >>)
Set membership estimation of day-ahead microgrids scheduling (Mostra >>)
Two-layer model predictive control of systems with independent dynamics and shared control resources (Mostra >>)
Articoli su riviste
Design of Aggregators for the Day-Ahead Management of Microgrids Providing Active and Reactive Power Services (Mostra >>)
Fault-tolerant model predictive control of a de-manufacturing plant (Mostra >>)
Learning-based predictive control for linear systems: A unitary approach (Mostra >>)
Model Predictive Control Design for Dynamical Systems Learned by Echo State Networks (Mostra >>)
Modelling and predictive control of a solar cooling plant with flexible configuration (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2018 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributi su volumi (Capitolo o Saggio)
Distributed MPC for large-scale systems (Mostra >>)
Contributo in Atti di convegno
A Two-Layer Control Architecture for Islanded AC Microgrids with Storage Devices (Mostra >>)
Complexity reduction of Model Predictive Control for a de-manufacturing plant (Mostra >>)
Identication of the cooling system of a large business center (Mostra >>)
Learning multi-step prediction models for receding horizon control (Mostra >>)
Microgrids aggregation management providing ancillary services (Mostra >>)
On the design of a microgrids aggregation management framework to provide ancillary services (Mostra >>)
On the design of microgrids aggregation management framework to provide ancillary services (Mostra >>)
Robust predictive control with data-based multi-step prediction models (Mostra >>)
Articoli su riviste
A Two-Layer Stochastic Model Predictive Control Scheme for Microgrids (Mostra >>)
A hierarchical multi-rate MPC scheme for interconnected systems (Mostra >>)
A multi-rate Model Predictive Control algorithm for systems with fast-slow dynamics (Mostra >>)
Modelling and predictive control of a recirculating cooling water system for an industrial plant (Mostra >>)
manifesti v. 3.4.26 / 3.4.26
Area Servizi ICT
06/07/2022