| Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing S Theocharides, G Makrides, A Livera, M Theristis, P Kaimakis, ... Applied Energy 268, 115023, 2020 | 209 | 2020 |
| Data processing and quality verification for improved photovoltaic performance and reliability analytics A Livera, M Theristis, E Koumpli, S Theocharides, G Makrides, ... Progress in photovoltaics: research and applications 29 (2), 143-158, 2021 | 93 | 2021 |
| Machine learning algorithms for photovoltaic system power output prediction S Theocharides, G Makrides, GE Georghiou, A Kyprianou 2018 IEEE International Energy Conference (ENERGYCON), 1-6, 2018 | 93 | 2018 |
| Comparative analysis of machine learning models for day-ahead photovoltaic power production forecasting S Theocharides, M Theristis, G Makrides, M Kynigos, C Spanias, ... Energies 14 (4), 1081, 2021 | 47 | 2021 |
| Short-term electric net load forecasting for solar-integrated distribution systems based on Bayesian neural networks and statistical post-processing G Tziolis, C Spanias, M Theodoride, S Theocharides, J Lopez-Lorente, ... Energy 271, 127018, 2023 | 41 | 2023 |
| A review on battery energy storage systems: Applications, developments, and research trends of hybrid installations in the end-user sector NG Chatzigeorgiou, S Theocharides, G Makrides, GE Georghiou Journal of Energy Storage 86, 111192, 2024 | 34 | 2024 |
| PV production forecasting model based on artificial neural networks (ANN) S Theocharides, G Makrides, V Venizelou, P Kaimakis, GE Georghiou 33rd Eur. Photovolt. Sol. Energy Conf, 1830-1894, 2017 | 28 | 2017 |
| Direct short-term net load forecasting in renewable integrated microgrids using machine learning: A comparative assessment G Tziolis, J Lopez-Lorente, MI Baka, A Koumis, A Livera, S Theocharides, ... Sustainable Energy, Grids and Networks 37, 101256, 2024 | 23 | 2024 |
| Day-ahead forecasting of solar power output from photovoltaic systems utilising gradient boosting machines S Theocharides, V Venizelou, G Makrides, GE Georghiou 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018 | 20 | 2018 |
| A hybrid methodology for distribution level photovoltaic power production forecasting verified at the distribution system of Cyprus S Theocharides, C Spanias, I Papageorgiou, G Makrides, S Stavrinos, ... IET Renewable Power Generation 16 (1), 19-32, 2022 | 15 | 2022 |
| Direct short-term net load forecasting based on machine learning principles for solar-integrated microgrids G Tziolis, A Livera, J Montes-Romero, S Theocharides, G Makrides, ... Ieee Access 11, 102038-102049, 2023 | 13 | 2023 |
| Intra-hour forecasting for a 50 MW photovoltaic system in uruguay: Baseline approach S Theocharides, R Alonso-Suarez, G Giacosa, G Makrides, M Theristis, ... 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 1632-1636, 2019 | 12 | 2019 |
| Advanced short-term net load forecasting for renewable-based microgrids G Tziolis, A Koumis, S Theocharides, A Livera, J Lopez-Lorente, ... 2022 IEEE International Smart Cities Conference (ISC2), 1-6, 2022 | 11 | 2022 |
| Electricity day-ahead market conditions and their effect on the different supervised algorithms for market price forecasting S Loizidis, G Konstantinidis, S Theocharides, A Kyprianou, GE Georghiou Energies 16 (12), 4617, 2023 | 9 | 2023 |
| Evaluating the techno-economic effect of pricing and consumption parameters on the power-to-energy ratio for sizing photovoltaic-battery systems: an assessment of prosumers in … NG Chatzigeorgiou, S Theocharides, G Makrides, GE Georghiou Energies 16 (10), 4073, 2023 | 8 | 2023 |
| Comparative analysis of machine learning models for short-term net load forecasting in renewable integrated microgrids G Tziolis, J Lopez-Lorente, MI Baka, A Koumis, A Livera, S Theocharides, ... 2022 2nd International Conference on Energy Transition in the Mediterranean …, 2022 | 8 | 2022 |
| Residential battery storage sizing based on daily PV production and consumption load profile characterization S Afxentis, M Florides, S Theocharides, V Venizelou, GE Georghiou 35th European Photovoltaic Solar Energy Conference and Exhibition, 1744-1749, 2018 | 7 | 2018 |
| Impact of data quality on day-ahead photovoltaic power production forecasting S Theocharides, G Tziolis, J Lopez-Lorente, G Makrides, GE Georghiou 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 0918-0922, 2021 | 6 | 2021 |
| Intra-day solar irradiance forecasting based on artificial neural networks S Theocharides, M Kynigos, M Theristis, G Makrides, GE Georghiou 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 1628-1631, 2019 | 6 | 2019 |
| Daily solar irradiance profile characterization and ramp rate analysis at different time resolutions S Theocharides, V Venizelou, G Makrides, GE Georghiou 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC), 1163-1168, 2017 | 6 | 2017 |
