SAKWA, MACIEJ
A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation
2024-01-01 Giazitzis, Spyridon; Sakwa, Maciej; Leva, Sonia; Ogliari, Emanuele; Badha, Susheel; Rosetti, Filippo
Electric vehicle supply equipment monitoring and early fault detection through autoencoders
2024-01-01 Sakwa, Maciej; Nespoli, Alfredo; Matrone, Silvana; Leva, Sonia; Guerini, Alice; Demartini, Andrea; Ogliari, Emanuele
Enhanced Convolutional Neural Network for solar radiation nowcasting: All-Sky camera infrared images embedded with exogeneous parameters
2024-01-01 Ogliari, E.; Sakwa, M.; Cusa, P.
General Machine Learning based approach to pulse classification for separation of Partial Discharges and Interference
2023-01-01 Ogliari, Emanuele; Sakwa, Maciej; Wei, Jianguo; Liu, Weilin; Schubert, Benjamin; Palo, Mauro
Partial Discharge UHF detection and classification with Machine Learning: a real case study
2023-01-01 Ogliari, Emanuele; Sakwa, Maciej; Wei, Jianguo; Schubert, Benjamin; Liu, Weilin; Palo, Mauro
Photovoltaic modules fault detection, power output, and parameter estimation: A deep learning approach based on electroluminescence images
2024-01-01 Ozturk, Emir; Ogliari, Emanuele; Sakwa, Maciej; Dolara, Alberto; Blasuttigh, Nicola; Pavan, Alessandro Massi
Spatial Pattern of the Seismicity Induced by Geothermal Operations at the Geysers (California) Inferred by Unsupervised Machine Learning
2024-01-01 Palo, Mauro; Ogliari, Emanuele; Sakwa, Maciej
Tiny Machine Learning for Dynamic Line Rating of the Overhead Lines
2024-01-01 Pau, Danilo; Ogliari, Emanuele; Sakwa, Maciej
Tiny Machine Learning for Li-ion Battery State of Health Estimation
2024-01-01 Giazitzis, Spyridon; Sakwa, Maciej; Ogliari, Emanuele; Badha, Susheel; Rosetti, Filippo