Riccardo Scattolini

Riccardo Scattolini

Politecnico di Milano

H-index: 52

Europe-Italy

About Riccardo Scattolini

Riccardo Scattolini, With an exceptional h-index of 52 and a recent h-index of 32 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of automazione.

His recent articles reflect a diverse array of research interests and contributions to the field:

Nonlinear MPC design for incrementally ISS systems with application to GRU networks

Internal Model Control design for systems learned by Control Affine Neural Nonlinear Autoregressive Exogenous Models

A Learning-based Model Predictive Control Scheme with Application to Temperature Control Units

Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems

Moving horizon partition-based state estimation of large-scale systems--Revised version

Physics-informed Neural Network Modelling and Predictive Control of District Heating Systems

Predictive Control and Benefit Sharing in Multi-Energy Systems

Two formal methodologies of Model-Based Safety Assessment for Fault Tree Analysis

Riccardo Scattolini Information

University

Position

___

Citations(all)

12854

Citations(since 2020)

4313

Cited By

11503

hIndex(all)

52

hIndex(since 2020)

32

i10Index(all)

175

i10Index(since 2020)

92

Email

University Profile Page

Politecnico di Milano

Google Scholar

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Riccardo Scattolini Skills & Research Interests

automazione

Top articles of Riccardo Scattolini

Title

Journal

Author(s)

Publication Date

Nonlinear MPC design for incrementally ISS systems with application to GRU networks

Automatica

Fabio Bonassi

Alessio La Bella

Marcello Farina

Riccardo Scattolini

2024/1/1

Internal Model Control design for systems learned by Control Affine Neural Nonlinear Autoregressive Exogenous Models

arXiv preprint arXiv:2402.05607

Jing Xie

Fabio Bonassi

Riccardo Scattolini

2024/2/8

A Learning-based Model Predictive Control Scheme with Application to Temperature Control Units

arXiv preprint arXiv:2402.05606

Jing Xie

Léo Simpson

Jonas Asprion

Riccardo Scattolini

2024/2/8

Physics-Informed Neural Network Modeling and Predictive Control of District Heating Systems

IEEE Transactions on Control Systems Technology

Laura Boca de Giuli

Alessio La Bella

Riccardo Scattolini

2024/2/1

Moving horizon partition-based state estimation of large-scale systems--Revised version

arXiv preprint arXiv:2401.17933

Marcello Farina

Giancarlo Ferrari-Trecate

Riccardo Scattolini

2024/1/31

Physics-informed Neural Network Modelling and Predictive Control of District Heating Systems

arXiv e-prints

Laura Boca de Giuli

Alessio La Bella

Riccardo Scattolini

2023/10

Predictive Control and Benefit Sharing in Multi-Energy Systems

IEEE Transactions on Control Systems Technology

Alessio La Bella

Lorenzo Nigro

Riccardo Scattolini

2023/9/15

Two formal methodologies of Model-Based Safety Assessment for Fault Tree Analysis

Isabella Lanzani

Riccardo Scattolini

Enrico Zio

Alessandro Cimatti

Marco Bozzano

...

2023/11/22

Deep long-short term memory networks: Stability properties and experimental validation

Fabio Bonassi

Alessio La Bella

Giulio Panzani

Marcello Farina

Riccardo Scattolini

2023/6/13

Robust offset‐free nonlinear model predictive control for systems learned by neural nonlinear autoregressive exogenous models

International Journal of Robust and Nonlinear Control

Jing Xie

Fabio Bonassi

Marcello Farina

Riccardo Scattolini

2023/11/10

Advanced and multivariable control

Lalo Magni

Riccardo Scattolini

2023/5/5

Learning Trajectory Tracking For An Autonomous Surface Vehicle In Urban Waterways

Computation

Toma Sikora

Jonathan Klein Schiphorst

Riccardo Scattolini

2023/11/2

The MICS Project: A Data Science Pipeline for Industry 4.0 Applications

Loredana Cristaldi

Parisa Esmaili

Giambattista Gruosso

Alessio La Bella

Massimo Mecella

...

2023/10/25

Safeguarded optimal policy learning for a smart discrete manufacturing plant

IFAC-PapersOnLine

Roberto Boffadossi

Fabio Bonassi

Lorenzo Fagiano

Riccardo Scattolini

Andrea Cataldo

2022/1/1

Towards lifelong learning of recurrent neural networks for control design

Fabio Bonassi

Jing Xie

Marcello Farina

Riccardo Scattolini

2022/7/12

On recurrent neural networks for learning-based control: recent results and ideas for future developments

Journal of Process Control

Fabio Bonassi

Marcello Farina

Jing Xie

Riccardo Scattolini

2022/6/1

Data-driven and Safe Networked Control with Applications to Microgrids

Mustafa Sahin Turan

2022

Recurrent neural network-based internal model control design for stable nonlinear systems

European Journal of Control

Fabio Bonassi

Riccardo Scattolini

2022/5/1

Supervised model predictive control of large‐scale electricity networks via clustering methods

Optimal Control Applications and Methods

Alessio La Bella

Pascal Klaus

Giancarlo Ferrari‐Trecate

Riccardo Scattolini

2022/1

Robust tube-based model predictive control with Koopman operators

Automatica

Xinglong Zhang

Wei Pan

Riccardo Scattolini

Shuyou Yu

Xin Xu

2022/3/1

See List of Professors in Riccardo Scattolini University(Politecnico di Milano)