# research

## 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?

## FEAT

BMBF funded research project: Machine Learning in Complex Systems under Uncertainty