Département d'Informatique
Knowledge Institute
ULB
Address
Campus de la Pleine, Boulevard du Triomphe - CP212, 1050, Bruxelles, Belgium
Our offshore wind expertise (general)
None specifically for offshore wind, but we have expertise in time series analysis (forecasting, imputation, anomaly detection, health assessment, etc) with Machine Learning techniques and Digital Twins
Our group was/is involved in these key offshore wind projects:
Detection and forecasting of the occurrence of ramp events in wind farms
Our relevant equipment | tools | infrastructure
for offshore wind:
Machine Learning algorithms and expertise on tools to build Digital Twins
5.1.1 Optimization of HVDC and HVAC systems/grids
4.2.2 Predictive analytics and machine learning
4.3 Digital Twins and Simulation
4. Operation and Maintenance (O&M)
5.1 Electrical Systems and Grid Connection
4.2.1 Real-time turbine structural health monitoring
4.2 Condition monitoring and (predictive) maintenance
4.3.2 Digital twin development for risk management
4.1.2 Strategies for improved grid integration and power management
4.1 Optimisation of wind farm operations
4.3.1 O&M process modelling and simulation
4.1.1 Performance and Energy Yield Optimisation
5. System integration
Our offshore wind expertise (all lifecycle stages)
Contact details
Gianluca Bontempi
Professor at ULB Department of Computer Science and coHead of the Machine Learning Group of ULB
Natalia Garcia Colin
Research and innovation lead of the Machine Learning Group of ULB
