| On-line twin independent support vector machines F Alamdar, S Ghane, A Amiri Neurocomputing 186, 8-21, 2016 | 18 | 2016 |
| Supply temperature control of a heating network with reinforcement learning S Ghane, S Jacobs, W Casteels, C Brembilla, S Mercelis, S Latré, ... 2021 IEEE International Smart Cities Conference (ISC2), 1-7, 2021 | 10 | 2021 |
| Grouped Charging of Decentralised Storage to Efficiently Control Collective Heating Systems: Limitations and Opportunities S Jacobs, M De Pauw, S Van Minnebruggen, S Ghane, T Huybrechts, ... Energies 16 (8), 2023 | 6 | 2023 |
| Transfer Learning-based Hybrid Modeling Approach for Indoor Temperature Modeling F Elmaz, S Ghane, T Huybrechts, A Anwar, S Mercelis, P Hellinckx IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | 3 | 2022 |
| Evaluating innovative collective heating and cooling concepts by incorporating occupants' preferences for conflicting performance indicators S Jacobs, S Van Minnebruggen, H Matbouli, S Ghane, P Hellinckx, ... Energy and Buildings 314, 114264, 2024 | 2 | 2024 |
| Reinforcement learning based mass flow and supply temperature control for combined heat distribution S Jacobs, S Ghane, A Anwar, S Mercelis, P Hellinckx, I Verhaert IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | 2 | 2022 |
| Disaggregation of digital meter data for synthetic load profile generation T Bogaerts, S Jacobs, S Ghane, F Van Riet, W Casteels, S Mercelis, ... Building Simulation 2021 17, 1271-1278, 2021 | | 2021 |
| Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems S Ghane, S Jacobs, T Huybrechts, P Hellinckx, S Mercelis, I Verhaert, ... ACM Transactions on Intelligent Systems and Technology, 0 | | |
| Improving the Learning Process of Deep Reinforcement Learning Agents Operating in Collective Heating Environments S Jacobs, S Ghane, PJ Houben, Z Kabbara, T Huybrechts, P Hellinckx, ... Available at SSRN 4961453, 0 | | |
