Hybrid White-Box/Black-Box Modeling and Control of a CO<sub>2</sub> Heat Pump System Using Modelica and Deep Learning: A Case Study on Return-Water Temperature Control
This study presents a hybrid modeling framework integrating a deep learning-based black-box model of a CO<sub>2</sub> heat pump with a physics-based white-box system model developed in Modelica. The approach reduces the complexity of thermodynamic modeling while maintaining system-level accuracy. A...
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| Principais autores: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI AG
2026-02-01
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| coleção: | Energies |
| Assuntos: | |
| Acesso em linha: | https://www.mdpi.com/1996-1073/19/4/908 |
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