Spyros Theocharides

Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing

Spyros Theocharides, George Makrides, Andreas Livera et al. · Applied Energy · 2020 · 195 citations · Full text

Electrical Engineering, Engineering, Machine Learning +14

Data processing and quality verification for improved photovoltaic performance and reliability analytics

Andreas Livera, Marios Theristis, Elena Koumpli et al. · Progress in Photovoltaics Research and Applications · 2020 · 91 citations · Full text

Engineering, Photovoltaic System, Photovoltaic Power Station +20

Short-term electric net load forecasting for solar-integrated distribution systems based on Bayesian neural networks and statistical post-processing

Georgios Tziolis, Chrysovalantis Spanias, Maria Theodoride et al. · Energy · 2023 · 58 citations · Full text

Engineering, Power Grid Operation, Bayesian Neural Networks +18

Machine learning algorithms for photovoltaic system power output prediction

Spyros Theocharides, George Makrides, George E. Georghiou et al. · 2018 · 57 citations

Engineering, Photovoltaic System, Photovoltaic Power Station +16

Comparative Analysis of Machine Learning Models for Day-Ahead Photovoltaic Power Production Forecasting

Spyros Theocharides, Marios Theristis, George Makrides et al. · Energies · 2021 · 47 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18