Research Areas
Climate Change Impacts on Energy Systems
How does climate change impact a renewable energy system?
Probabilistic Forecasting
How can we reliably predict time series in complex systems under uncertainty?
Statistical, Physical Information and Modularity
How can we include statistical information such as seasonality, trends or concept drifts into DNNs to improve forecasting?
Demand Side Flexibility & Markets
How can we recognise, promote and use flexibility on the demand side?