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Spyros Theocharides
Spyros Theocharides
Post-doctoral researcher, University of Cyprus
Verified email at ucy.ac.cy - Homepage
Title
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Cited by
Year
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
1582020
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
802018
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
732021
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
362021
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
282017
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
232023
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
172018
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
92019
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
82022
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
82022
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
62022
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
62018
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
52017
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, 2023
42023
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
42021
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
42019
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
32023
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
32023
Smart Metering and time-varying pricing deployment–Cost-Benefit Analysis from a real pilot-implementation
V Venizelou, S Theocharides, G Makrides, P Georgiou, N Ayiomamitis, ...
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018
32018
Demand response for the promotion of photovoltaic penetration
V Venizelou, S Theocharides, G Makrides, V Efthymiou, GE Georghiou
2017 IEEE 44th Photovoltaic Specialist Conference (PVSC), 3107-3112, 2017
32017
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