Polysun-ML
Multi-Objective Optimization and Machine Learning
At a glance
- Co-project leader : Mattia Battaglia, Dr. Franziska Schranz
- Deputy of project leader : Prof. Dr. Andreas Witzig
- Project status : ongoing
- Funding partner : Innosuisse (Innovationsprojekt / Projekt Nr. 104.645.1 IP-EE)
- Project partner : Vela Solaris AG
- Contact person : Franziska Schranz
Description
The project is developing a new type of cloud service for designing optimized building and district heating system solutions. The focus is on economic and sustainable goals. For this purpose, massively parallel simulations are used for multi-objective optimization and the training of machine learning-based energy management systems.