EML built a tailored energy systems model, the TIMES-TE model. The model represents the existing district heating systems.
The TIMES-TE model is an optimization model using advanced mathematical modelling. It’s based on the TIMES energy systems modelling framework that is internationally recognized and developed by a working group under the IEA (ETSAP).
The TIMES-TE model data spans the period 2027- 2040. The municipality is divided into four zones. The model uses a detailed hourly time slice structure to capture the hourly district heating demand and supply for representative weeks throughout the four seasons.
It has a representation of available energy resources, including not yet exploited sources such as wastewater. Waste heat potential in Trollhättan was identified using registers of all municipal activities and mapping through GIS modelling.
Furthermore, input data include the current infrastructure and the technology catalog used by the Danish Energy Agency, allowing the model to choose the optimal technology solution.
Assumptions of heating and cooling demand projections and energy price projections are key features.
EML generated about 30 scenarios, allowing for an in-depth analysis and testing of multiple options. The running of scenarios was carried out as an iterative process. We presented scenarios to Trollhättan Energi management and based on their feedback, we updated assumptions and targets and designed and generated more scenarios.