Energy generation forecasting: elevating performance with machine and deep learning A Mystakidis, E Ntozi, K Afentoulis, P Koukaras, P Gkaidatzis, D Ioannidis, ... Computing 105 (8), 1623-1645, 2023 | 26 | 2023 |
Smart charging business model framework for electric vehicle aggregators KD Afentoulis, ZN Bampos, SI Vagropoulos, SD Keranidis, PN Biskas Applied Energy 328, 2022 | 25 | 2022 |
Electric vehicles load forecasting for day-ahead market participation using machine and deep learning methods ZN Bampos, VM Laitsos, KD Afentoulis, SI Vagropoulos, PN Biskas Applied Energy 360, 122801, 2024 | 15 | 2024 |
Integrating Blockchain in Smart Grids for Enhanced Demand Response: Challenges, Strategies, and Future Directions P Koukaras, KD Afentoulis, PA Gkaidatzis, A Mystakidis, D Ioannidis, ... Energies 17 (5), 1007, 2024 | 12 | 2024 |
One step ahead energy load forecasting: A multi-model approach utilizing machine and deep learning A Mystakidis, E Ntozi, K Afentoulis, P Koukaras, G Giannopoulos, N Bezas, ... 2022 57th International universities power engineering conference (UPEC), 1-6, 2022 | 11 | 2022 |
Electric vehicle smart charging business case-outcomes and prospects for electric vehicle aggregators SI Vagropoulos, SD Keranidis, KD Afentoulis, ZN Bampos, VM Laitsos 2023 19th International Conference on the European Energy Market (EEM), 1-7, 2023 | 2 | 2023 |
A Blockchain-Based Smart Contractual Framework for the Electric Vehicle Charging Ecosystem KD Afentoulis, ZN Bampos, SI Vagropoulos, SD Keranidis Conference on Sustainable Urban Mobility, 206-218, 2022 | 2 | 2022 |
Comparison of deep learning approaches for electric vehicle load curves forecasting ZN Bampos, VM Laitsos, KD Afentoulis, SD Keranidis, SI Vagropoulos 2023 19th International Conference on the European Energy Market (EEM), 1-7, 2023 | | 2023 |
An Innovative Smart Charging Framework for Efficient Integration of Plug-In Electric Vehicles into the Grid SI Vagropoulos, SD Keranidis, ZN Bampos, KD Afentoulis Conference on Sustainable Urban Mobility, 193-205, 2022 | | 2022 |