Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
- 9 resultaten
Zoekresultaten
-
2023
An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems
Ceusters, G., Putratama, M. A., Franke, R., Nowé, A. & Messagie, M., dec. 2023, In: Sustainable Energy, Grids and Networks. 36, 2023, 14 blz., 101202.Onderzoeksoutput: Article › peer review
Open AccessBestand5 Citaten (Scopus)33 Downloads (Pure) -
Data-driven non-parametric chance-constrained model predictive control for microgrids energy management using small data batches
Babić, L., Lauricella, M., Ceusters, G. & Biskoping, M., 17 aug. 2023, In: Frontiers in Control Engineering. 4, 2023, 14 blz., 1237759.Onderzoeksoutput: Article › peer review
Open AccessBestand79 Downloads (Pure) -
Safe reinforcement learning for multi-energy management systems with known constraint functions
Ceusters, G., Camargo, L. R., Franke, R., Nowé, A. & Messagie, M., apr. 2023, In: Energy and AI. 12, 17 blz., 100227.Onderzoeksoutput: Article › peer review
Open AccessBestand11 Citaten (Scopus)91 Downloads (Pure) -
2022
Safe reinforcement learning for multi-energy management systems with known constraint functions.
Ceusters, G., Camargo, L. R., Franke, R., Nowé, A. & Messagie, M., 8 jul. 2022, ArXiv.Onderzoeksoutput: Voordruk
Open Access -
2021
BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications
Kurian, J. J., Dix, M., Amihai, I., Ceusters, G. & Prabhune, A., aug. 2021, 2021 IEEE Seventh International Conference on Big Data Computing Service and Applications (BigDataService). Oxford, United Kingdom: IEEE, Vol. 7. blz. 17-24 8 blz. (Proceedings - IEEE 7th International Conference on Big Data Computing Service and Applications, BigDataService 2021).Onderzoeksoutput: Conference paper
12 Citaten (Scopus) -
Interval optimization to schedule a multi-energy system with data-driven PV uncertainty representation†
Kaffash, M., Ceusters, G. & Deconinck, G., 11 mei 2021, In: Energies. 14, 10, 20 blz., 2739.Onderzoeksoutput: Article › peer review
Open AccessBestand7 Citaten (Scopus)124 Downloads (Pure) -
Interval optimization to schedule multi-energy systems considering PV power generation uncertainty
Kaffash, M., Ceusters, G. & Deconinck, G., 2021, CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution. Institution of Engineering and Technology, blz. 2626-2630 5 blz.Onderzoeksoutput: Conference paper
3 Citaten (Scopus) -
Model-predictive control and reinforcement learning in multi-energy system case studies
Ceusters, G., Rodríguez, R. C., García, A. B., Franke, R., Deconinck, G., Helsen, L., Nowé, A., Messagie, M. & Camargo, L. R., 1 dec. 2021, In: Applied Energy. 303, 12 blz., 117634.Onderzoeksoutput: Article › peer review
Open AccessBestand78 Citaten (Scopus)220 Downloads (Pure) -
Model-predictive control and reinforcement learning in multi-energy system case studies
Ceusters, G., Rodríguez, R. C., García, A. B., Franke, R., Deconinck, G., Helsen, L., Nowé, A., Messagie, M. & Camargo, L. R., 20 apr. 2021, 35 blz. (ArXiv.org).Onderzoeksoutput: Voordruk
Bestand197 Downloads (Pure)