260 citations · 809 across the 29 of their papers we have counts for
3 papers · 1 filter
Machine Learning Approaches to Energy Consumption Forecasting in Households
Riccardo Bonetto, Michele Rossi
We consider the problem of power demand forecasting in residential micro-grids. Several approaches using ARMA models, support vector machines, and recurrent neural networks that pe…
Joint Optimal Pricing and Electrical Efficiency Enforcement for Rational Agents in Micro Grids
Riccardo Bonetto, Michele Rossi, Stefano Tomasin +1
In electrical distribution grids, the constantly increasing number of power generation devices based on renewables demands a transition from a centralized to a distributed generati…
Rate-Distortion Classification for Self-Tuning IoT Networks
Davide Zordan, Michele Rossi, Michele Zorzi
Many future wireless sensor networks and the Internet of Things are expected to follow a software defined paradigm, where protocol parameters and behaviors will be dynamically tune…