Maciej Sakwa

Photovoltaic modules fault detection, power output, and parameter estimation: A deep learning approach based on electroluminescence images

Emir Ozturk, Emanuèle Ogliari, Maciej Sakwa et al. · Energy Conversion and Management · 2024 · 42 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Enhanced Convolutional Neural Network for solar radiation nowcasting: All-Sky camera infrared images embedded with exogeneous parameters

Emanuèle Ogliari, Maciej Sakwa, Paolo Cusa · Renewable Energy · 2023 · 26 citations · Full text

Natural Sciences, Computer Science, Computer Vision +15

A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation

Spyridon Giazitzis, Maciej Sakwa, Sonia Leva et al. · Electronics · 2024 · 22 citations · Full text

Engineering, Computer Engineering, Computer Science +17

General Machine Learning-Based Approach to Pulse Classification for Separation of Partial Discharges and Interference

Emanuèle Ogliari, Maciej Sakwa, Jianguo Wei et al. · IEEE Sensors Journal · 2023 · 17 citations · Full text

Computing, Computer Science, Electrical Engineering +17