Vittorio Casagrande

According to our database, Vittorio Casagrande authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Online End-to-End Learning-Based Predictive Control for Microgrid Energy Management.

Vittorio Casagrande, Martin Ferianc, Miguel R. D. Rodrigues, Francesca Boem

IEEE Trans. Control. Syst. Technol., March, 2025

2023

Resilient Microgrid Energy Management Algorithm Based on Distributed Optimization.

Vittorio Casagrande, Ionela Prodan, Sarah K. Spurgeon, Francesca Boem

IEEE Syst. J., June, 2023

An Online Learning Method for Microgrid Energy Management Control^*.

Vittorio Casagrande, Martin Ferianc, Miguel Rodrigues, Francesca Boem

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Learning-based MPC using Differentiable Optimisation Layers for Microgrid Energy Management.

Vittorio Casagrande, Francesca Boem

Proceedings of the European Control Conference, 2023

2022

Resilient Distributed MPC Algorithm for Microgrid Energy Management under Uncertainties.

Vittorio Casagrande, Ionela Prodan, Sarah K. Spurgeon, Francesca Boem

Proceedings of the European Control Conference, 2022

2021

Robust Stabilization of a Class of Nonlinear Systems Controlled Over Communication Networks.

Gilberto Pin, Gianfranco Fenu, Vittorio Casagrande, Davide Zorzenon, Thomas Parisini

IEEE Trans. Autom. Control., 2021

Machine learning for computationally efficient electrical loads estimation in consumer washing machines.

Vittorio Casagrande, Gianfranco Fenu, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Davide Zorzenon

Neural Comput. Appl., 2021

A robust MPC method for microgrid energy management based on distributed optimization.

Vittorio Casagrande, Ionela Prodan, Sarah K. Spurgeon, Francesca Boem

Proceedings of the 2021 European Control Conference, 2021

2020

Loads Estimation using Deep Learning Techniques in Consumer Washing Machines.

Alexander Babichev, Vittorio Casagrande, Luca Della Schiava, Gianfranco Fenu, Imola Fodor, Enrico Marson, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Michele Toppano, Davide Zorzenon

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020