CFD investigation and ANN prediction of heat transfer coefficient for fully developed turbulent air flow around double V-baffle turbulators

CFD investigation and ANN prediction of heat transfer coefficient for fully developed turbulent air flow around double V-baffle turbulators

This paper presents a numerical study of periodic fully developed turbulent airflow in a rectangular channel with double upstream V-baffles installed on the upper and lower walls of the channel in an in-line manner. Utilizing the OpenFOAM open-source software, this numerical research investigates th...

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Bibliographic Details
Main Authors: Abdulaziz Alasiri, H.E. Fawaz
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Case Studies in Thermal Engineering
Subjects:
Cross flow
Turbulent flow
Artificial neural network
Multilayer perceptron
Backpropagation algorithm
V-baffle turbulators
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X25003569
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