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- 1 Active
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VLAOO13: Baekeland mandate: Safe reinforcement learning for optimal control in multi-energy systems
Messagie, M., Nowe, A. & Ceusters, G.
1/01/20 → 31/12/24
Project: Applied
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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, 100227.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 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., 8 Jul 2022, arXiv.Research output: Working paper › Preprint
Open Access -
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. p. 17-24 8 p. (Proceedings - IEEE 7th International Conference on Big Data Computing Service and Applications, BigDataService 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
2 Citations (Scopus) -
Interval optimization to schedule a multi-energy system with data-driven PV uncertainty representation†
Kaffash, M., Ceusters, G. & Deconinck, G., 11 May 2021, In: Energies. 14, 10, 20 p., 2739.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)83 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, p. 2626-2630Research output: Chapter in Book/Report/Conference proceeding › Conference paper