Maarten Messagie

According to our database, Maarten Messagie authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems.

Julian Ruddick, Glenn Ceusters, Gilles Van Kriekinge, Evgenii Genov, Thierry Coosemans, Maarten Messagie

CoRR, 2024

Predict. Optimize. Revise. On Forecast and Policy Stability in Energy Management Systems.

Evgenii Genov, Julian Ruddick, Christoph Bergmeir, Majid Vafaeipour, Thierry Coosemans, Salvador Garcia, Maarten Messagie

CoRR, 2024

2023

Safe reinforcement learning with self-improving hard constraints for multi-energy management systems.

Glenn Ceusters, Muhammad Andy Putratama, Rüdiger Franke, Ann Nowé, Maarten Messagie

CoRR, 2023

TreeC: a method to generate interpretable energy management systems using a metaheuristic algorithm.

Julian Ruddick, Luis Ramirez Camargo, Muhammad Andy Putratama, Maarten Messagie, Thierry Coosemans

CoRR, 2023

Flexibility Valorization in Energy Communities: Grid Constraints Impact and Mitigation.

Muhammad Andy Putratama, Rémy Cleenwerck, Jan Desmet, Maarten Messagie, Thierry Coosemans

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Safe reinforcement learning for multi-energy management systems with known constraint functions.

Glenn Ceusters, Luis Ramirez Camargo, Rüdiger Franke, Ann Nowé, Maarten Messagie

CoRR, 2022

Evolutionary Scheduling of University Activities Based on Consumption Forecasts to Minimise Electricity Costs.

Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo, Thierry Coosemans, Maarten Messagie

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Model-predictive control and reinforcement learning in multi-energy system case studies.

Glenn Ceusters, Román Cantú Rodríguez, Alberte Bouso García, Rüdiger Franke, Geert Deconinck, Lieve Helsen, Ann Nowé, Maarten Messagie, Luis Ramirez Camargo

CoRR, 2021

2019

Optimizing The Location Of Charging Infrastructure For Future Expansion Of ElectricVehicle In Sao Paulo, Brazil.

Evaldo Costa, Lieselot Vanhaverbeke, Thierry Coosemans, Júlia Seixas, Maarten Messagie, Gustavo Costa

Proceedings of the 2019 IEEE International Smart Cities Conference, 2019