Renewable-Based Charging in Green Ride-Sharing

2 code implementations • 3 May 2023 • Elisabetta Perotti, Ana M. Ospina, Gianluca Bianchin, Andrea Simonetto, Emiliano Dall'Anese

We propose a new mechanism to promote EV charging during hours of high renewable generation, and we introduce the concept of charge request, which is issued by a power utility company.

Multi-Task System Identification of Similar Linear Time-Invariant Dynamical Systems

no code implementations • 4 Jan 2023 • Yiting Chen, Ana M. Ospina, Fabio Pasqualetti, Emiliano Dall'Anese

This paper presents a system identification framework -- inspired by multi-task learning -- to estimate the dynamics of a given number of linear time-invariant (LTI) systems jointly by leveraging structural similarities across the systems.

Federated Learning Multi-Task Learning