| 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 | 40 | 2023 |
| 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 | 22 | 2024 |
| A comprehensive review of unmanned aerial vehicle-based approaches to support photovoltaic plant diagnosis A Michail, A Livera, G Tziolis, JLC Candás, A Fernandez, EA Yudego, ... Heliyon, 2024 | 18 | 2024 |
| 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 | 13 | 2023 |
| 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 |
| 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 |
| Cloud-based platform for photovoltaic assets diagnosis and maintenance A Livera, G Tziolis, JG Franquelo, RG Bernal, GE Georghiou Energies 15 (20), 7760, 2022 | 6 | 2022 |
| 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 |
| Direct Against Indirect Short-Term Net Load Forecasting Using Machine Learning Principles for Renewable Microgrids G Tziolis, A Livera, A Michail, G Makrides, GE Georghiou 2023 IEEE International Smart Cities Conference (ISC2), 1-5, 2023 | 4 | 2023 |
| Estimating the performance loss rate of photovoltaic systems using time series change point analysis A Livera, G Tziolis, M Theristis, JS Stein, GE Georghiou Energies 16 (9), 3724, 2023 | 3 | 2023 |
| Performance loss rate estimation of fielded photovoltaic systems based on statistical change-point techniques A Livera, G Tziolis, M Theristis, JS Stein, GE Georghiou 2022 2nd International Conference on Energy Transition in the Mediterranean …, 2022 | 3 | 2022 |
| Predictive analytics for maximizing the photovoltaic system performance A Livera, D Marangis, G Tziolis, V Paraskeva, G Makrides, GE Georghiou 2024 IEEE 52nd Photovoltaic Specialist Conference (PVSC), 0210-0213, 2024 | 1 | 2024 |
| Trend‐Based Predictive Maintenance and Fault Detection Analytics for Photovoltaic Power Plants D Marangis, A Livera, G Tziolis, G Makrides, A Kyprianou, GE Georghiou Solar RRL, 2400473, 2024 | | 2024 |
| Net Load Prediction Using Machine Learning Methods: A Case Study of Residential Households P Herodotou, G Tziolis, G Makrides, GE Georghiou 2024 3rd International Conference on Energy Transition in the Mediterranean …, 2024 | | 2024 |
| Bayesian Neural Networks for Direct Short-Term Net Load Forecasting in Solar-Integrated Residential Buildings G Tziolis, A Livera, J Lopez-Lorente, P Herodotou, G Makrides, ... 2024 3rd International Conference on Energy Transition in the Mediterranean …, 2024 | | 2024 |
