Enhancing mixing efficiency in multi-impeller tanks through innovative CFD and artificial neural network approaches

Enhancing mixing efficiency in multi-impeller tanks through innovative CFD and artificial neural network approaches

This study introduces an innovative model for simulating fluid flow in multi-impeller tanks using Computational Fluid Dynamics (CFD) and Artificial Neural Networks (ANN). The effects of blade number, impeller diameter, and rotational speed on material distribution within the tank are investigated. T...

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Bibliographic Details
Main Authors: Reza Beigzadeh, Saber Soltanian, Yousef Azizpour
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
Subjects:
Mixing tank
Multiple blades
Impeller diameter
Mixing speed
Computational fluid dynamics (CFD)
Neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025026635
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http://www.sciencedirect.com/science/article/pii/S2590123025026635

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