| Autor: |
Krzysztof Arendt, Christian Veje |
| Přispěvatelé: |
Corrado, V., Fabrizio, E., Gasparella, A., Patuzzi, F. |
| Jazyk: |
angličtina |
| Rok vydání: |
2020 |
| Předmět: |
|
| Zdroj: |
Arendt, K & Veje, C 2020, MShoot: an Open Source Framework for Multiple Shooting MPC in Buildings . in V Corrado, E Fabrizio, A Gasparella & F Patuzzi (eds), Proceedings of Building Simulation 2019 : 16th IBPSA International Conference and Exhibition . International Building Performance Simulation Association, Proceedings of the International Building Performance Simulation Association, vol. 16, pp. 2787-2794, 16th IBPSA International Conference and Exhibition Building Simulation, Rome, Italy, 02/09/2019 . https://doi.org/10.26868/25222708.2019.210157 |
| DOI: |
10.26868/25222708.2019.210157 |
| Popis: |
The paper presents a new open source MPC framework for building operation based on the multiple shooting method, called MShoot. The framework is suitable for both physical and data-driven models, and allows to connect models through one of the three available interfaces: FMI, scikit interface, and generic Python interface. The framework was tested on two different MPC setups, based on a physical and a data-driven control model, respectively. The results indicate that the framework is currently suitable for small scale optimization problems. A support for analytical derivatives, planned in the next version of the software, is a prerequisite for large scale problems. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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