Vittorio Casagrande

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Class Of Nonlinear Systems

Machine Learning

Particle Swarm Optimization

Top Venues

Neural Comput. Appl.

Publications

Vittorio Casagrande, Ionela Prodan, Sarah K. Spurgeon, Francesca Boem
Resilient Microgrid Energy Management Algorithm Based on Distributed Optimization. IEEE Syst. J. 17 (2) (2023)
Vittorio Casagrande, Martin Ferianc, Miguel Rodrigues, Francesca Boem
. MED (2023)
Vittorio Casagrande, Francesca Boem
Learning-based MPC using Differentiable Optimisation Layers for Microgrid Energy Management. ECC (2023)
Vittorio Casagrande, Ionela Prodan, Sarah K. Spurgeon, Francesca Boem
Resilient Distributed MPC Algorithm for Microgrid Energy Management under Uncertainties. ECC (2022)
Vittorio Casagrande, Gianfranco Fenu, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Davide Zorzenon
Machine learning for computationally efficient electrical loads estimation in consumer washing machines. Neural Comput. Appl. 33 (22) (2021)
Gilberto Pin, Gianfranco Fenu, Vittorio Casagrande, Davide Zorzenon, Thomas Parisini
Robust Stabilization of a Class of Nonlinear Systems Controlled Over Communication Networks. IEEE Trans. Autom. Control. 66 (7) (2021)
Vittorio Casagrande, Ionela Prodan, Sarah K. Spurgeon, Francesca Boem
A robust MPC method for microgrid energy management based on distributed optimization. ECC (2021)
Alexander Babichev, Vittorio Casagrande, Luca Della Schiava, Gianfranco Fenu, Imola Fodor, Enrico Marson, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Michele Toppano, Davide Zorzenon
Loads Estimation using Deep Learning Techniques in Consumer Washing Machines. ICPRAM (2020)