Follow
Javier Arroyo
Title
Cited by
Cited by
Year
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
7062020
Reinforced model predictive control (RL-MPC) for building energy management
J Arroyo, C Manna, F Spiessens, L Helsen
Applied Energy 309, 118346, 2022
1422022
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
1102021
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
682020
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
502023
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, ...
432020
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
332021
Comparison of optimal control techniques for building energy management
J Arroyo, F Spiessens, L Helsen
Frontiers in Built Environment 8, 849754, 2022
242022
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
202021
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
162022
A Python-based toolbox for model predictive control applied to buildings
J Arroyo, B Van Der Heijde, A Spiessens, L Helsen
132018
Synergy between control theory and machine learning for building energy management
J Arroyo
62022
Flexibility quantification in the context of flexible heat and power for buildings
J Arroyo, S Gowri, F De Ridder, L Helsen
The REHVA European HVAC Journal, 2017
62017
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, ...
32023
Parameter Estimation of Modelica Building Models Using CasADi
CD Cañas, J Arroyo, J Gillis, L Helsen
Modelica Conferences, 301-310, 2023
22023
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
12022
Safe deep reinforcement learning for building energy management
X Wang, P Wang, R Huang, X Zhu, J Arroyo, N Li
Applied Energy 377, 124328, 2025
2025
The cost of CO2 emissions abatement in a micro energy community in a Belgian context
L Verleyen, J Arroyo, L Helsen
Smart Energy 16, 100162, 2024
2024
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
BOPTEST workshop at EnergyVille: Introduction to the BOPTEST framework for simulation-based benchmarking of advanced controllers
J Arroyo, D Blum, I Cupeiro Figueroa, K Benne
Workshop, Location: EnergyVille, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–20