Automatic faults detection of photovoltaic farms: solAIr, a deep learning-based system for thermal images

R Pierdicca, M Paolanti, A Felicetti, F Piccinini… - Energies, 2020 - mdpi.com
Renewable energy sources will represent the only alternative to limit fossil fuel usage and
pollution. For this reason, photovoltaic (PV) power plants represent one of the main systems …

Comparative analysis of machine learning and numerical modeling for combined heat transfer in Polymethylmethacrylate

M Dehghan Manshadi, N Alafchi, A Tat, M Mousavi… - Polymers, 2022 - mdpi.com
This study has compared different methods to predict the simultaneous effects of conductive
and radiative heat transfer in a polymethylmethacrylate (PMMA) sample. PMMA is a type of …

Improving resilience of sensors in planetary exploration using data-driven models

D Kumar, M Dominguez-Pumar… - Machine Learning …, 2023 - iopscience.iop.org
Improving the resilience of sensor systems in space exploration is a key objective since the
environmental conditions to which they are exposed are very harsh. For example, it is known …