| Model-predictive control and reinforcement learning in multi-energy system case studies G Ceusters, RC Rodríguez, AB García, R Franke, G Deconinck, L Helsen, ... Applied Energy 303, 117634, 2021 | 106 | 2021 |
| BOAT: A bayesian optimization automl time-series framework for industrial applications JJ Kurian, M Dix, I Amihai, G Ceusters, A Prabhune 2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021 | 17 | 2021 |
| Safe reinforcement learning for multi-energy management systems with known constraint functions G Ceusters, LR Camargo, R Franke, A Nowé, M Messagie Energy and AI 12, 100227, 2023 | 13 | 2023 |
| Interval optimization to schedule a multi-energy system with data-driven pv uncertainty representation M Kaffash, G Ceusters, G Deconinck Energies 14 (10), 2739, 2021 | 8 | 2021 |
| An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems G Ceusters, MA Putratama, R Franke, A Nowé, M Messagie Sustainable Energy, Grids and Networks 36, 101202, 2023 | 7 | 2023 |
| Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems J Ruddick, G Ceusters, G Van Kriekinge, E Genov, C De Cauwer, ... Energy and AI 18, 100448, 2024 | 1 | 2024 |
| Data-driven non-parametric chance-constrained model predictive control for microgrids energy management using small data batches L Babić, M Lauricella, G Ceusters, M Biskoping Frontiers in Control Engineering 4, 1237759, 2023 | 1 | 2023 |
| Safe reinforcement learning for multi-energy management systems with known constraint functions G Ceusters, LR Camargo, R Franke, A Nowé, M Messagie arXiv preprint arXiv:2207.03830, 2022 | | 2022 |
| Interval optimization to schedule multi-energy systems considering PV power generation uncertainty M Kaffash, G Ceusters, G Deconinck IET Digital Library, 2021 | | 2021 |
| Abdelgadir Elsharif Abdalla, Salma 208 Abughofa, Tariq 50 Aduwala, Sai Ashrith 69 Agrawal, Surbhi 222 Agumbe Suresh, Mahima 107 D Alexandrou, I Amihai, S Ari, M Arigala, IB Arpinar, P Bellini, D Cenni, ... | | |
| Energy and AI J Ruddick, G Ceusters, G Van Kriekinge, E Genov, C De | | |
