no code implementations • 5 Feb 2024 • Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Giovanni Sansavini
To this aim, we develop a graph dataset for cascading failure events, which are the major cause of blackouts in electric power grids.
no code implementations • 14 Nov 2023 • Laya Das, Blazhe Gjorgiev, Giovanni Sansavini
Inspection of insulators is important to ensure reliable operation of the power system.
no code implementations • 20 Mar 2023 • Laya Das, Blazhe Gjorgiev, Giovanni Sansavini
In such a scenario, the performance of the DNN model will be influenced by the uncertainty in the physics-based model as well as the parameters of the DNN.
no code implementations • 21 Dec 2022 • Laya Das, Mohammad Hossein Saadat, Blazhe Gjorgiev, Etienne Auger, Giovanni Sansavini
We curate a large reference dataset of insulator images that can be used to learn robust features for detecting healthy and faulty insulators.