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Zurich University
of Applied Sciences

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Polysun-ML

Multi-Objective Optimization and Machine Learning

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.

Key data

Co-Projectlead

Mattia Battaglia, Dr. Franziska Schranz

Project team

Project partners

Vela Solaris AG

Project status

completed, 12/2022 - 10/2025

Institute/Centre

Institute of Computational Physics (ICP)

Funding partner

Innosuisse Innovationsprojekt

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