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 (ICPRAM, 2020)

A robust MPC method for microgrid energy management based on distributed optimization. - Vittorio Casagrande; Ionela Prodan; Sarah K. Spurgeon; Francesca Boem (ECC, 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)

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)

Resilient Distributed MPC Algorithm for Microgrid Energy Management under Uncertainties. - Vittorio Casagrande; Ionela Prodan; Sarah K. Spurgeon; Francesca Boem (ECC, 2022)

Learning-based MPC using Differentiable Optimisation Layers for Microgrid Energy Management. - Vittorio Casagrande; Francesca Boem (ECC, 2023)

An Online Learning Method for Microgrid Energy Management Control*. - Vittorio Casagrande; Martin Ferianc; Miguel Rodrigues 001; Francesca Boem (MED, 2023)

Resilient Microgrid Energy Management Algorithm Based on Distributed Optimization. - Vittorio Casagrande; Ionela Prodan; Sarah K. Spurgeon; Francesca Boem (IEEE Syst. J., 2023)

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., 2025)