Maarten Messagie

13 papers B 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Balancing forecast accuracy and switching costs in online optimization of energy management systems. Expert Syst. Appl. Evgenii Genov, Julian Ruddick, Christoph Bergmeir, Majid Vafaeipour, Thierry Coosemans, Salvador García, Maarten Messagie
2025	J	`jnl`	State-of-the-art of machine learning methods for fault detection and health monitoring of wind turbine system components: A comprehensive review. Eng. Appl. Artif. Intell. Abebe Wolie Yimam, Majid Vafaeipour, Maarten Messagie, Kinde Anlay Fante, Emiyamrew Minaye Molla, Tefera Mekonnen Azerefegn, Thierry Coosemans
2025	J	`jnl`	TreeC: A method to generate interpretable energy management systems using a metaheuristic algorithm. Knowl. Based Syst. Julian Ruddick, Luis Ramirez Camargo, Muhammad Andy Putratama, Maarten Messagie, Thierry Coosemans
2024	J	`jnl`	Predict. Optimize. Revise. On Forecast and Policy Stability in Energy Management Systems. CoRR Evgenii Genov, Julian Ruddick, Christoph Bergmeir, Majid Vafaeipour, Thierry Coosemans, Salvador García, Maarten Messagie
2024	J	`jnl`	Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems. CoRR Julian Ruddick, Glenn Ceusters, Gilles Van Kriekinge, Evgenii Genov, Thierry Coosemans, Maarten Messagie
2023	—	`conf`	Flexibility Valorization in Energy Communities: Grid Constraints Impact and Mitigation. ISGT EUROPE Muhammad Andy Putratama, Rémy Cleenwerck, Jan Desmet, Maarten Messagie, Thierry Coosemans
2023	J	`jnl`	Safe reinforcement learning with self-improving hard constraints for multi-energy management systems. CoRR Glenn Ceusters, Muhammad Andy Putratama, Rüdiger Franke, Ann Nowé, Maarten Messagie
2023	J	`jnl`	TreeC: a method to generate interpretable energy management systems using a metaheuristic algorithm. CoRR Julian Ruddick, Luis Ramirez Camargo, Muhammad Andy Putratama, Maarten Messagie, Thierry Coosemans
2022	B	`conf`	Evolutionary Scheduling of University Activities Based on Consumption Forecasts to Minimise Electricity Costs. CEC Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo, Thierry Coosemans, Maarten Messagie
2022	J	`jnl`	Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs. CoRR Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo, Thierry Coosemans, Maarten Messagie
2022	J	`jnl`	Safe reinforcement learning for multi-energy management systems with known constraint functions. CoRR Glenn Ceusters, Luis Ramirez Camargo, Rüdiger Franke, Ann Nowé, Maarten Messagie
2021	J	`jnl`	Model-predictive control and reinforcement learning in multi-energy system case studies. CoRR Glenn Ceusters, Román Cantú Rodríguez, Alberte Bouso García, Rüdiger Franke, Geert Deconinck, Lieve Helsen, Ann Nowé, Maarten Messagie, Luis Ramirez Camargo
2019	—	`conf`	Optimizing The Location Of Charging Infrastructure For Future Expansion Of ElectricVehicle In Sao Paulo, Brazil. ISC2 Evaldo Costa, Lieselot Vanhaverbeke, Thierry Coosemans, Júlia Seixas, Maarten Messagie, Gustavo Costa