Scenario generation of aggregated wind, photovoltaics and small hydro production for power systems applications S Camal, F Teng, A Michiorri, G Kariniotakis, L Badesa Applied Energy 242, 1396-1406, 2019 | 94 | 2019 |
Optimal offer of automatic frequency restoration reserve from a combined PV/wind virtual power plant S Camal, A Michiorri, G Kariniotakis IEEE Transactions on Power Systems 33 (6), 6155-6170, 2018 | 70 | 2018 |
Prescriptive trees for integrated forecasting and optimization applied in trading of renewable energy A Stratigakos, S Camal, A Michiorri, G Kariniotakis IEEE Transactions on Power Systems 37 (6), 4696-4708, 2022 | 55 | 2022 |
Short-term forecast of automatic frequency restoration reserve from a renewable energy based virtual power plant S Camal, A Michiorri, G Kariniotakis, A Liebelt 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2017 | 16 | 2017 |
Vulnerability and impact of machine learning-based inertia forecasting under cost-oriented data integrity attack Y Chen, M Sun, Z Chu, S Camal, G Kariniotakis, F Teng IEEE Transactions on Smart Grid 14 (3), 2275-2287, 2022 | 15 | 2022 |
Reliable provision of ancillary services from aggregated variable renewable energy sources through forecasting of extreme quantiles S Camal, A Michiorri, G Kariniotakis IEEE Transactions on Power Systems 38 (4), 3070-3084, 2022 | 11 | 2022 |
End-to-end learning for hierarchical forecasting of renewable energy production with missing values A Stratigakos, D van Der Meer, S Camal, G Kariniotakis 2022 17th International Conference on Probabilistic Methods Applied to Power …, 2022 | 11 | 2022 |
Probabilistic forecasting of regional wind power generation for the eem20 competition: A physics-oriented machine learning approach K Bellinguer, V Mahler, S Camal, G Kariniotakis 2020 17th International Conference on the European Energy Market (EEM), 1-6, 2020 | 11 | 2020 |
CRPS-based online learning for nonlinear probabilistic forecast combination D van der Meer, P Pinson, S Camal, G Kariniotakis International Journal of Forecasting, 2024 | 6 | 2024 |
Forecasting and optimization of ancillary services provision by renewable energy sources S Camal Université Paris sciences et lettres, 2020 | 6 | 2020 |
Probabilistic forecasting and bidding strategy of ancillary services for aggregated renewable power plants S Camal, A Michiorri, G Kariniotakis 6th international conference energy & meteorology, 2019 | 6 | 2019 |
Generalizing renewable energy forecasting using automatic feature selection and combination D van Der Meer, S Camal, G Kariniotakis 2022 17th International Conference on Probabilistic Methods Applied to Power …, 2022 | 5 | 2022 |
Smart4RES: Next generation solutions for renewable energy forecasting and applications with focus on distribution grids S Camal, G Kariniotakis, F Sossan, Q Libois, R Legrand, L Raynaud, ... IET Digital Library, 2021 | 4 | 2021 |
News and load: A quantitative exploration of natural language processing applications for forecasting day-ahead electricity system demand Y Bai, S Camal, A Michiorri IEEE Transactions on Power Systems, 2024 | 3 | 2024 |
Stochastic economic model predictive control for renewable energy and ancillary services trading with storage L Santosuosso, S Camal, F Liberati, A Di Giorgio, A Michiorri, ... Sustainable Energy, Grids and Networks 38, 101373, 2024 | 2 | 2024 |
Electricity demand forecasting through natural language processing with long short-term memory networks Y Bai, S Camal, A Michiorri 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-5, 2023 | 2 | 2023 |
The benefits of smart4RES predictive analytics C Martins, MI Marques, R Bessa, F Moaidi, S Camal IET Digital Library, 2023 | 2 | 2023 |
Prescriptive trees for value-oriented forecasting and optimization: Applications on storage scheduling and market clearing A Stratigakos, S Camal, A Michiorri, G Kariniotakis | 2 | 2021 |
Smart4RES: Towards next generation forecasting tools of renewable energy production G Kariniotakis, S Camal, R Bessa, P Pinson, G Giebel, Q Libois, ... EGU Interactive Community Platform, 2020 | 2 | 2020 |
Forecasting extremes of aggregated production from a RES virtual power plant S Camal, A Michiorri, G Kariniotakis Proceedings of the Wind Energy Science Conference 2019, 2019 | 2 | 2019 |