17 citations · 30 across the 4 of their papers we have counts for
4 papers
Lessons learned from Milan electric power distribution networks data analysis during COVID-19 pandemic
Alessandro Bosisio, Francesca Soldan, Andrea Morotti +3
COVID-19 pandemic has been a disruptive event from health, social, and economic points of view. Besides that, changes in people's lifestyles, especially during the 2020 lockdowns,…
Characterization of electric consumers through an automated clustering pipeline
Francesca Soldan, Alberto Maldarella, Gabriele Paludetto +3
Clustering analysis of daily load profiles represents an effective technique to classify and aggregate electric users based on their actual consumption patterns. Among other purpos…
Short-term forecast of EV charging stations occupancy probability using big data streaming analysis
Francesca Soldan, Enea Bionda, Giuseppe Mauri +1
The widespread diffusion of electric mobility requires a contextual expansion of the charging infrastructure. An extended collection and processing of information regarding chargin…
Functional Principal Component Analysis as a Versatile Technique to Understand and Predict the Electric Consumption Patterns
Davide Beretta, Samuele Grillo, Davide Pigoli +3
Understanding and predicting the electric consumption patterns in the short-, mid- and long-term, at the distribution and transmission level, is a fundamental asset for smart grids…