Javier Arroyo

All you need to know about model predictive control for buildings

Ján Drgoňa, Javier Arroyo, Iago Cupeiro Figueroa et al. · Annual Reviews in Control · 2020 · 791 citations · Full text

Reinforced model predictive control (RL-MPC) for building energy management

Javier Arroyo, Carlo Manna, Fred Spiessens et al. · Applied Energy · 2022 · 202 citations · Full text

Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings

David Blum, Javier Arroyo, Sen Huang et al. · Journal of Building Performance Simulation · 2021 · 152 citations · Full text

Engineering, Performance-based Building Design, Green Building +22

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 91 citations · Full text

Energy Planning, Energy Conservation, Energy Optimization +1

Identification of multi-zone grey-box building models for use in model predictive control

Javier Arroyo, Fred Spiessens, Lieve Helsen · Journal of Building Performance Simulation · 2020 · 75 citations · Full text

Engineering, Architectural Engineering, Predictive Controllers +20