Transfer learning strategies for solar power forecasting under data scarcity E Sarmas, N Dimitropoulos, V Marinakis, Z Mylona, H Doukas Scientific Reports 12 (1), 1-13, 2022 | 48 | 2022 |
Estimating the energy savings of energy efficiency actions with ensemble machine learning models E Sarmas, E Spiliotis, N Dimitropoulos, V Marinakis, H Doukas Applied Sciences 13 (4), 2749, 2023 | 12 | 2023 |
Forecasting of short-term PV production in energy communities through Machine Learning and Deep Learning algorithms N Dimitropoulos, N Sofias, P Kapsalis, Z Mylona, V Marinakis, N Primo, ... 2021 12th International Conference on Information, Intelligence, Systems …, 2021 | 12 | 2021 |
Big data value chain: multiple perspectives for the built environment G Hernández-Moral, S Mulero-Palencia, VI Serna-González, ... Energies 14 (15), 4624, 2021 | 11 | 2021 |
A web-based building automation and control service E Sarmas, N Dimitropoulos, S Strompolas, Z Mylona, V Marinakis, ... 2022 13th International Conference on Information, Intelligence, Systems …, 2022 | 8 | 2022 |
Monitoring the impact of energy conservation measures with Artificial Neural Networks E Sarmas, N Dimitropoulos, V Marinakis, A Zucika, H Doukas In ECEEE Summer Study, 2022 | 4 | 2022 |
A quantitative methodology to support local governments in climate change adaptation and mitigation actions N Dimitropoulos, E Sarmas, M Lampkowski, V Marinakis International Symposium on Distributed Computing and Artificial Intelligence …, 2023 | 2 | 2023 |
Twinp2g: A digital twin architecture for optimal power-to-gas planning S Pelekis, E Sarmas, A Georgiadou, E Karakolis, C Ntanos, ... INTERNATIONAL CONFERENCES ON E-SOCIETY 2023 AND MOBILE LEARNING 2023, 119, 2023 | 2 | 2023 |
Comparative analysis of AI-based models for short-term photovoltaic power forecasting in energy cooperatives N Dimitropoulos, Z Mylona, V Marinakis, P Kapsalis, N Sofias, N Primo, ... Intelligent Decision Technologies 15 (4), 691-705, 2021 | 2 | 2021 |
A web-based service supporting local governments in SECAP implementation activities N Dimitropoulos, E Milioni, M Lampkowski, E Sarmas, P Kapsalis, ... 2023 14th International Conference on Information, Intelligence, Systems …, 2023 | | 2023 |