All you need to know about model predictive control for buildings J Drgoňa, J Arroyo, IC Figueroa, D Blum, K Arendt, D Kim, EP Ollé, ... Annual Reviews in Control 50, 190-232, 2020 | 585 | 2020 |
Reinforced model predictive control (RL-MPC) for building energy management J Arroyo, C Manna, F Spiessens, L Helsen Applied Energy 309, 118346, 2022 | 101 | 2022 |
Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings D Blum, J Arroyo, S Huang, J Drgoňa, F Jorissen, HT Walnum, Y Chen, ... Journal of Building Performance Simulation 14 (5), 586-610, 2021 | 81 | 2021 |
Identification of multi-zone grey-box building models for use in model predictive control J Arroyo, F Spiessens, L Helsen Journal of Building Performance Simulation 13 (4), 472-486, 2020 | 55 | 2020 |
Prototyping the BOPTEST framework for simulation-based testing of advanced control strategies in buildings D Blum, F Jorissen, S Huang, Y Chen, J Arroyo, K Benne, Y Li, V Gavan, ... | 41 | 2019 |
Ten questions concerning reinforcement learning for building energy management Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ... Building and Environment 241, 110435, 2023 | 33 | 2023 |
An open-ai gym environment for the building optimization testing (boptest) framework J Arroyo, C Manna, F Spiessens, L Helsen Building Simulation 2021 17, 175-182, 2021 | 25 | 2021 |
A data driven method for optimal sensor placement in multi-zone buildings G Suryanarayana, J Arroyo, L Helsen, J Lago Energy and Buildings 243, 110956, 2021 | 18 | 2021 |
Comparison of optimal control techniques for building energy management J Arroyo, F Spiessens, L Helsen Frontiers in Built Environment 8, 849754, 2022 | 17 | 2022 |
Comparison of model complexities in optimal control tested in a real thermally activated building system J Arroyo, F Spiessens, L Helsen Buildings 12 (5), 539, 2022 | 15 | 2022 |
A Python-based toolbox for model predictive control applied to buildings J Arroyo, B Van Der Heijde, A Spiessens, L Helsen | 12 | 2018 |
Flexibility quantification in the context of flexible heat and power for buildings J Arroyo, S Gowri, F De Ridder, L Helsen Proceedings of the Federation of European Heating, Ventilation and Air …, 2018 | 6 | 2018 |
Synergy between control theory and machine learning for building energy management J Arroyo | 5 | 2022 |
Parameter Estimation of Modelica Building Models Using CasADi CD Cañas, J Arroyo, J Gillis, L Helsen Modelica Conferences, 301-310, 2023 | 2 | 2023 |
Prototyping the DOPTEST Framework for Simulation-Based Testing of System Integration Strategies in Districts J Arroyo, L Verleyen, L Bex, L Hermans, MH Saeed, Y Lu, J Depoortere, ... | 2 | 2023 |
TECHPED-Identifying technically feasible and effective solutions towards Positive Energy Districts L Verleyen uSIM2022-Urban Energy in a Net Zero World, Date: 2022/11/25-2022/11/25 …, 2022 | | 2022 |
TECHPED–Identifying technically feasible and effective solutions towards Positive Energy Districts (PEDs) L Verleyen, L Hermans, J Arroyo, L Helsen Proceedings of the uSim Conference 2022 3, 2022 | | 2022 |
Letter to Jane: Serious actress and sex-bomb icon, Hollywood player and political radical, Jane Fonda reflects the complexities of her time J Arroyo SIGHT AND SOUND 14 (10), 26-+, 2004 | | 2004 |
Academic year 2019-2020 Nr. J Drgoňa, J Arroyo | | |
Academic year 2017-2018 Nr. J Arroyo, IC Figueroa | | |