Thermal performance analysis of a heat exchanger with a novel turbulator insert by using machine learning method
A novel turbulence promoter comprising a V-shaped perforated rectangular winglet vortex generator integrated with a circular ring is introduced. The investigation delves into the heat transfer enhancement and pressure loss associated with its insertion within a tube, utilizing the artificial neural...
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| Main Authors: | Jiangbo Wang, Chenzhe Li, Liangcai Zeng, Ting Fu, Kai Liu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-08-01
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| Series: | Case Studies in Thermal Engineering |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2214157X25006720 |
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