| A community microgrid architecture with an internal local market B Cornélusse, I Savelli, S Paoletti, A Giannitrapani, A Vicino Applied Energy 242, 547-560, 2019 | 121 | 2019 |
| Residential heat pump as flexible load for direct control service with parametrized duration and rebound effect E Georges, B Cornélusse, D Ernst, V Lemort, S Mathieu Applied Energy 187, 140-153, 2017 | 78 | 2017 |
| Design and real-time test of a hybrid energy storage system in the microgrid with the benefit of improving the battery lifetime J Li, R Xiong, H Mu, B Cornélusse, P Vanderbemden, D Ernst, W Yuan Applied energy 218, 470-478, 2018 | 73 | 2018 |
| Blockchain for peer-to-peer energy exchanges: design and recommendations D Vangulick, B Cornélusse, D Ernst 2018 Power Systems Computation Conference (PSCC), 1-7, 2018 | 69 | 2018 |
| A deep generative model for probabilistic energy forecasting in power systems: normalizing flows J Dumas, A Wehenkel, D Lanaspeze, B Cornélusse, A Sutera Applied Energy 305, 117871, 2022 | 59 | 2022 |
| A deep reinforcement learning framework for continuous intraday market bidding I Boukas, D Ernst, T Théate, A Bolland, A Huynen, M Buchwald, ... Machine Learning 110, 2335-2387, 2021 | 55 | 2021 |
| Active network management for electrical distribution systems: problem formulation, benchmark, and approximate solution Q Gemine, D Ernst, B Cornélusse Optimization and Engineering 18, 587-629, 2017 | 52 | 2017 |
| Active network management: planning under uncertainty for exploiting load modulation Q Gemine, E Karangelos, D Ernst, B Cornélusse 2013 IREP Symposium Bulk Power System Dynamics and Control-IX Optimization …, 2013 | 37 | 2013 |
| A new approach to electricity market clearing with uniform purchase price and curtailable block orders I Savelli, B Cornélusse, A Giannitrapani, S Paoletti, A Vicino Applied energy 226, 618-630, 2018 | 35 | 2018 |
| Lifelong control of off-grid microgrid with model-based reinforcement learning S Totaro, I Boukas, A Jonsson, B Cornélusse Energy 232, 121035, 2021 | 30 | 2021 |
| A SC/battery hybrid energy storage system in the microgrid J Li, B Cornelusse, P Vanderbemden, D Ernst Energy Procedia 142, 3697-3702, 2017 | 25 | 2017 |
| A quantitative analysis of the effect of flexible loads on reserve markets S Mathieu, Q Louveaux, D Ernst, B Cornélusse 2014 Power Systems Computation Conference, 1-7, 2014 | 25 | 2014 |
| Probabilistic forecasting of imbalance prices in the Belgian context J Dumas, I Boukas, MM de Villena, S Mathieu, B Cornélusse 2019 16th International Conference on the European Energy Market (EEM), 1-7, 2019 | 22 | 2019 |
| DSIMA: A testbed for the quantitative analysis of interaction models within distribution networks S Mathieu, Q Louveaux, D Ernst, B Cornélusse Sustainable Energy, Grids and Networks 5, 78-93, 2016 | 19 | 2016 |
| Efficient management of a connected microgrid in Belgium B Cornélusse, D Ernst, L Warichet, W Legros 24th International Conference on Electricity Distribution, 2017 | 16 | 2017 |
| Intra-day bidding strategies for storage devices using deep reinforcement learning I Boukas, D Ernst, A Papavasiliou, B Cornélusse 15th international conference on the European energy market, 2018 | 15 | 2018 |
| Relaxations for multi-period optimal power flow problems with discrete decision variables Q Gemine, D Ernst, Q Louveaux, B Cornélusse 2014 Power Systems Computation Conference, 1-7, 2014 | 15 | 2014 |
| Sizing and operation of an isolated microgrid with building thermal dynamics and cold storage S Dakir, I Boukas, V Lemort, B Cornélusse IEEE Transactions on Industry Applications 56 (5), 5375-5384, 2020 | 14 | 2020 |
| A probabilistic forecast-driven strategy for a risk-aware participation in the capacity firming market J Dumas, C Cointe, A Wehenkel, A Sutera, X Fettweis, B Cornélusse IEEE Transactions on Sustainable Energy 13 (2), 1234-1243, 2021 | 13 | 2021 |
| Deep learning-based multi-output quantile forecasting of PV generation J Dumas, C Cointe, X Fettweis, B Cornélusse 2021 IEEE Madrid PowerTech, 1-6, 2021 | 13 | 2021 |
Damien ErnstProfessor of Electrical Engineering and Computer Science, ULiège - University of LiègeVerified email at ulg.ac.be
