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Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model
Topology optimization (TO) is an effective approach to designing novel and efficient heat transfer devices. However, the TO of conjugate heat transfer has been essentially limited to laminar flow conditions only. The present study proposes a framework for TO involving turbulent conjugate heat transf...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10530163/ https://www.ncbi.nlm.nih.gov/pubmed/37761598 http://dx.doi.org/10.3390/e25091299 |
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author | Sun, Yiwei Hao, Menglong Wang, Zexu |
author_facet | Sun, Yiwei Hao, Menglong Wang, Zexu |
author_sort | Sun, Yiwei |
collection | PubMed |
description | Topology optimization (TO) is an effective approach to designing novel and efficient heat transfer devices. However, the TO of conjugate heat transfer has been essentially limited to laminar flow conditions only. The present study proposes a framework for TO involving turbulent conjugate heat transfer based on the variable density method. Different from the commonly used and oversimplified Darcy model, this approach is based on the more accurate and widely accepted k-ε model to optimize turbulent flow channels. We add penalty terms to the Navier–Stokes equation, turbulent kinetic energy equation, and turbulent energy dissipation equation, and use interpolation models for the thermal properties of materials. A multi-objective optimization function, aiming to minimize the pressure drop and the average temperature, is set up to balance the thermal and hydraulic performance. A case study is conducted to compare various optimization methods in the turbulent regime, and the results show that the present method has substantially higher optimization effectiveness while remaining computationally inexpensive. |
format | Online Article Text |
id | pubmed-10530163 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105301632023-09-28 Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model Sun, Yiwei Hao, Menglong Wang, Zexu Entropy (Basel) Article Topology optimization (TO) is an effective approach to designing novel and efficient heat transfer devices. However, the TO of conjugate heat transfer has been essentially limited to laminar flow conditions only. The present study proposes a framework for TO involving turbulent conjugate heat transfer based on the variable density method. Different from the commonly used and oversimplified Darcy model, this approach is based on the more accurate and widely accepted k-ε model to optimize turbulent flow channels. We add penalty terms to the Navier–Stokes equation, turbulent kinetic energy equation, and turbulent energy dissipation equation, and use interpolation models for the thermal properties of materials. A multi-objective optimization function, aiming to minimize the pressure drop and the average temperature, is set up to balance the thermal and hydraulic performance. A case study is conducted to compare various optimization methods in the turbulent regime, and the results show that the present method has substantially higher optimization effectiveness while remaining computationally inexpensive. MDPI 2023-09-05 /pmc/articles/PMC10530163/ /pubmed/37761598 http://dx.doi.org/10.3390/e25091299 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sun, Yiwei Hao, Menglong Wang, Zexu Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model |
title | Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model |
title_full | Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model |
title_fullStr | Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model |
title_full_unstemmed | Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model |
title_short | Topology Optimization of Turbulent Flow Cooling Structures Based on the k-ε Model |
title_sort | topology optimization of turbulent flow cooling structures based on the k-ε model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10530163/ https://www.ncbi.nlm.nih.gov/pubmed/37761598 http://dx.doi.org/10.3390/e25091299 |
work_keys_str_mv | AT sunyiwei topologyoptimizationofturbulentflowcoolingstructuresbasedonthekemodel AT haomenglong topologyoptimizationofturbulentflowcoolingstructuresbasedonthekemodel AT wangzexu topologyoptimizationofturbulentflowcoolingstructuresbasedonthekemodel |