| Residential demand response of thermostatically controlled loads using batch reinforcement learning F Ruelens, BJ Claessens, S Vandael, B De Schutter, R Babuška, ... IEEE Transactions on Smart Grid 8 (5), 2149-2159, 2016 | 515* | 2016 |
| Flexibility of a combined heat and power system with thermal energy storage for district heating T Nuytten, B Claessens, K Paredis, J Van Bael, D Six Applied energy 104, 583-591, 2013 | 507 | 2013 |
| A scalable three-step approach for demand side management of plug-in hybrid vehicles S Vandael, B Claessens, M Hommelberg, T Holvoet, G Deconinck IEEE Transactions on Smart Grid 4 (2), 720-728, 2012 | 289 | 2012 |
| Reinforcement learning of heuristic EV fleet charging in a day-ahead electricity market S Vandael, B Claessens, D Ernst, T Holvoet, G Deconinck IEEE Transactions on Smart Grid 6 (4), 1795-1805, 2015 | 227 | 2015 |
| The dimensioning of PV-battery systems depending on the incentive and selling price conditions G Mulder, D Six, B Claessens, T Broes, N Omar, J Van Mierlo Applied energy 111, 1126-1135, 2013 | 219 | 2013 |
| Convolutional neural networks for automatic state-time feature extraction in reinforcement learning applied to residential load control BJ Claessens, P Vrancx, F Ruelens IEEE Transactions on Smart Grid 9 (4), 3259-3269, 2016 | 186 | 2016 |
| An actively controlled residential heat pump: Potential on peak shaving and maximization of self-consumption of renewable energy D Vanhoudt, D Geysen, B Claessens, F Leemans, L Jespers, J Van Bael Renewable Energy 63, 531-543, 2014 | 156 | 2014 |
| Experimental analysis of data-driven control for a building heating system GT Costanzo, S Iacovella, F Ruelens, T Leurs, BJ Claessens Sustainable Energy, Grids and Networks 6, 81-90, 2016 | 155 | 2016 |
| Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning F Ruelens, BJ Claessens, S Vandael, S Iacovella, P Vingerhoets, ... 2014 power systems computation conference, 1-7, 2014 | 115 | 2014 |
| Combined stochastic optimization of frequency control and self-consumption with a battery J Engels, B Claessens, G Deconinck IEEE Transactions on Smart Grid 10 (2), 1971-1981, 2017 | 105 | 2017 |
| Multiagent charging of electric vehicles respecting distribution transformer loading and voltage limits S Weckx, R D’Hulst, B Claessens, J Driesensam IEEE Transactions on Smart Grid 5 (6), 2857-2867, 2014 | 104 | 2014 |
| Physics informed neural networks for control oriented thermal modeling of buildings G Gokhale, B Claessens, C Develder Applied Energy 314, 118852, 2022 | 102 | 2022 |
| Learning agent for a heat-pump thermostat with a set-back strategy using model-free reinforcement learning F Ruelens, S Iacovella, BJ Claessens, R Belmans Energies 8 (8), 8300-8318, 2015 | 90 | 2015 |
| Model-free control of thermostatically controlled loads connected to a district heating network BJ Claessens, D Vanhoudt, J Desmedt, F Ruelens Energy and Buildings 159, 1-10, 2018 | 80 | 2018 |
| An event-driven dual coordination mechanism for demand side management of PHEVs K De Craemer, S Vandael, B Claessens, G Deconinck IEEE Transactions on Smart Grid 5 (2), 751-760, 2013 | 80 | 2013 |
| Cluster control of heterogeneous thermostatically controlled loads using tracer devices S Iacovella, F Ruelens, P Vingerhoets, B Claessens, G Deconinck IEEE Transactions on Smart Grid 8 (2), 528-536, 2015 | 79 | 2015 |
| Optimal combination of frequency control and peak shaving with battery storage systems J Engels, B Claessens, G Deconinck IEEE Transactions on Smart Grid 11 (4), 3270-3279, 2019 | 77 | 2019 |
| Comparative analysis of coordination strategies for electric vehicles N Leemput, J Van Roy, F Geth, P Tant, B Claessens, J Driesen 2011 2nd IEEE PES International Conference and Exhibition on Innovative …, 2011 | 69 | 2011 |
| A case study of coordinated electric vehicle charging for peak shaving on a low voltage grid N Leemput, F Geth, B Claessens, J Van Roy, R Ponnette, J Driesen 2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-7, 2012 | 67 | 2012 |
| Techno-economic analysis and optimal control of battery storage for frequency control services, applied to the German market J Engels, B Claessens, G Deconinck Applied energy 242, 1036-1049, 2019 | 65 | 2019 |
Frederik RuelensPh.D. researcherDirección de correo verificada de esat.kuleuven.be