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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Bibliographic Details
Main Authors: Jiangbo Wang, Chenzhe Li, Liangcai Zeng, Ting Fu, Kai Liu
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Case Studies in Thermal Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X25006720
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