Autoencoders for Hourly Load Profile Reconstruction in Renewable Energy Communities

M Intravaia, L Becchi, M Bindi… - … Conference on Smart …, 2023 - ieeexplore.ieee.org
The a-priori economic and energetic design of a Renewable Energy Community (REC)
requires hourly electric generation and load profiles for the community members. Energy …

Energy-Aware Packet Schedulers for Battery-Less LoRaWAN Nodes

M Capuzzo, C Delgado, J Famaey… - arxiv preprint arxiv …, 2022 - arxiv.org
The Internet of Things (IoT) enables a wide variety of applications where large sensor
networks are deployed in remote areas without power grid access. Thus, the sensor nodes …

Sensitivity analysis of PV produced power in presence of measurement uncertainty

M Intravaia, L Becchi, M Bindi… - … on Metrology for …, 2024 - ieeexplore.ieee.org
Photovoltaics represents one of the key sources of clean energy to help reduce the carbon
footprint and fight climate change, enabling the so-called green energy transition. To …

A Neural Network Based Control Strategy for Constant Current Battery Chargers with PV Source

L Becchi, M Bindi, CCG Alfonso… - 2024 IEEE 8th …, 2024 - ieeexplore.ieee.org
In this work, a novel strategy to determine the optimal duty cycle of a boost-type converter for
battery charging applications from photovoltaic source is proposed. The optimal duty cycle is …