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Researcher
Javier Arroyo
- Disciplines:Electrical power engineering, Energy generation, conversion and storage engineering, Manufacturing engineering, Mechanics, Mechatronics and robotics, Thermodynamics, Safety engineering
Affiliations
- Applied Mechanics and Energy conversion (TME) (Division)
Member
From1 Aug 2020 → Today - Applied Mechanics and Energy Conversion Section (Division)
Member
From15 Sep 2016 → 31 Jul 2020
Projects
1 - 1 of 1
- Synergy Between Control Theory and Machine Learning for Building Energy ManagementFrom24 Nov 2017 → 30 Nov 2021Funding: VITO (Flemish Institute for Technological Research)
Publications
1 - 10 of 15
- Prototyping the DOPTEST Framework for Simulation-Based Testing of System Integration Strategies in Districts(2024)
Authors: Javier Arroyo, Lucas Verleyen, Cas Bex, Louis Hermans, Muhammad Hafeez Saeed, Yucun Lu, Attila Bálint, Erik Delarue, Johan Driesen, Geert Deconinck, et al.
Pages: 2742 - 2749 - Parameter Estimation of Modelica Building Models Using CasADi(2023)
Authors: Javier Arroyo, Joris Gillis, Lieve Helsen
Pages: 301 - 310Number of pages: 10 - Ten questions concerning reinforcement learning for building energy management(2023)
Authors: Javier Arroyo, Lieve Helsen
- TECHPED – Identifying technically feasible and effective solutions towards Positive Energy Districts (PEDs)(2022)
Authors: Lucas Verleyen, Louis Hermans, Javier Arroyo, Lieve Helsen
Number of pages: 10 - Comparison of Model Complexities in Optimal Control Tested in a Real Thermally Activated Building System(2022)
Authors: Javier Arroyo, Lieve Helsen
- Comparison of Optimal Control Techniques for Building Energy Management(2022)
Authors: Javier Arroyo, Lieve Helsen
- Reinforced model predictive control (RL-MPC) for building energy management(2022)
Authors: Javier Arroyo, Lieve Helsen
- Synergy Between Control Theory and Machine Learning for Building Energy Management(2022)
Authors: Javier Arroyo, Lieve Helsen
- Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings(2021)
Authors: Javier Arroyo, Filip Jorissen, Lieve Helsen
Pages: 586 - 610 - A Data Driven Method for Optimal Sensor Placement in Multi-Zone Buildings(2021)
Authors: Javier Arroyo, Lieve Helsen