Join a Summer School in Denmark to Master Energy System Modelling

Now in its seventh year, the summer school on modelling and forecasting in energy systems will take place 11-15 August 2025 in Fredericia, Denmark. Register by 15th June to reserve a place.

Sign up for Summer School

The summer school is part of the DTU course 02960 Time Series Analysis - with a focus on Modelling and Forecasting in Energy Systems.

Summer School learning outcomes

• Achieve a thorough understanding of maximum likelihood estimation techniques

• Formulate and apply non-parametric models using kernel functions and splines - with a focus on solar and occupancy effects

• Formulate and apply time adaptive models

• Formulate and apply models for short-term forecasting in energy systems e.g. for heat load in buildings, electrical power from PV and wind systems. Application of statistical model selection techniques (AIC, BIC, likelihood-ratio tests, model validation)

• Formulate and apply grey-box and digital twin models - model identification - tests for model order and model validation, and advanced non-linear models

• Achieve an understanding of model predictive control (MPC) via applied examples on energy systems

• Achieve an understanding of flexibility functions and indices

• Get a “hands-on” experience with modeling techniques using R

The summer school is organised by BIPED partners DTU and Center Denmark, in cooperation with IEA EBC (Anexes 94, 96), Next Energy, ARV, Seeds, INSIEME, BlueBird and Elexia, as well as Fredericia Municipality and Maskinmesterskolen.

>> More info about the program, costs, travel tips, and how to register