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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorScattolini Riccardo
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/04 - Systems And Control Engineering
Curriculum VitaeDownload CV (100.61Kb - 25/09/2013)
OrcIDhttps://orcid.org/0000-0003-1804-9921

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Elettronica e Informazione----MondayFrom 10:30
To 12:30
02-2399-3539----
E-mailriccardo.scattolini@polimi.it
Professor's personal websitehttp://home.dei.polimi.it/scattoli/indice.html

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Nonlinear MPC design for incrementally ISS systems with application to GRU networks (Show >>)
Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems (Show >>)
Predictive Control and Benefit Sharing in Multi-Energy Systems (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Deep Long-Short Term Memory networks: Stability properties and Experimental validation (Show >>)
The MICS Project: A Data Science Pipeline for Industry 4.0 Applications (Show >>)
Two formal methodologies of Model-Based Safety Assessment for Fault Tree Analysis (Show >>)
Journal Articles
Robust offset-free nonlinear model predictive control for systems learned by neural nonlinear autoregressive exogenous models (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
An Offset-Free Nonlinear MPC scheme for systems learned by Neural NARX models (Show >>)
Safeguarded optimal policy learning for a smart discrete manufacturing plant (Show >>)
Towards lifelong learning of Recurrent Neural Networks for control design (Show >>)
Journal Articles
On Recurrent Neural Networks for learning-based control: Recent results and ideas for future developments (Show >>)
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems (Show >>)
Robust multi-rate predictive control using multi-step prediction models learned from data (Show >>)
Robust tube-based model predictive control with Koopman operators (Show >>)
Supervised model predictive control of large-scale electricity networks via clustering methods (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Nonlinear MPC for Offset-Free Tracking of systems learned by GRU Neural Networks (Show >>)
Stability of discrete-time feed-forward neural networks in NARX configuration (Show >>)
Journal Articles
A mixed-integer distributed approach to prosumers aggregation for providing balancing services (Show >>)
Hierarchical Control in Islanded DC Microgrids with Flexible Structures (Show >>)
Learning model predictive control with long short-term memory networks (Show >>)
On the stability properties of Gated Recurrent Units neural networks (Show >>)
Performance improvement of an air-to-water heat pump through linear time-varying MPC with adaptive COP predictor (Show >>)
Supervised control of hybrid AC-DC grids for power balance restoration (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A fully distributed control scheme for power balancing in distribution networks (Show >>)
A hierarchical approach for balancing service provision by microgrids aggregators (Show >>)
Hierarchical routing control in discrete manufacturing plants via model predictive path allocation and greedy path following (Show >>)
LSTM neural networks: Input to state stability and probabilistic safety verification (Show >>)
Optimal Training of Echo State Networks via Scenario Optimization (Show >>)
Software-in-the-loop testing of a distributed optimal scheduling strategy for microgrids' aggregators (Show >>)
Tustin neural networks: a class of recurrent nets for adaptive MPCof mechanical systems (Show >>)
Journal Articles
A hierarchical MPC scheme for coordination of independent systems with shared resources and plug-and-play capabilities (Show >>)
Iterative distributed fault detection and isolation for linear systems based on moving horizon estimation (Show >>)
Learning-based predictive control of the cooling system of a large business centre (Show >>)
Structured modelling from data and optimal control of the cooling system of a large business center (Show >>)
manifesti v. 3.5.17 / 3.5.17
Area Servizi ICT
25/05/2024