Lieve Helsen

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 4

Top Topics

Reinforcement Learning

Predictive Control

Optimal Control

Infinite Horizon

Top Venues

Annu. Rev. Control.

IEEE Trans. Control. Syst. Technol.

Publications

Glenn Ceusters, Román Cantú Rodríguez, Alberte Bouso García, Rüdiger Franke, Geert Deconinck, Lieve Helsen, Ann Nowé, Maarten Messagie, Luis Ramirez Camargo
Model-predictive control and reinforcement learning in multi-energy system case studies. CoRR (2021)
Jan Drgona, Javier Arroyo, Iago Cupeiro Figueroa, David Blum, Krzysztof Arendt, Donghun Kim, Enric Perarnau Ollé, Juraj Oravec, Michael Wetter, Draguna L. Vrabie, Lieve Helsen
All you need to know about model predictive control for buildings. Annu. Rev. Control. 50 (2020)
Filip Jorissen, Lieve Helsen
Integrated Modelica Model and Model Predictive Control of a Terraced House Using IDEAS. Modelica (2019)
Ercan Atam, Dieter Patteeuw, Stefan P. Antonov, Lieve Helsen
Optimal Control Approaches for Analysis of Energy Use Minimization of Hybrid Ground-Coupled Heat Pump Systems. IEEE Trans. Control. Syst. Technol. 24 (2) (2016)
Lukás Ferkl, Clara Verhelst, Lieve Helsen, Alexandr Ciller, Dana Komarkova
Energy savings potential of a model-based controller for heating: A feasibility study. CCA (2011)