Symbolic Regression Approaches for the Direct Calculation of Pipe Diameter

Symbolic Regression Approaches for the Direct Calculation of Pipe Diameter

This study provides novel and accurate symbolic regression-based solutions for the calculation of pipe diameter when flow rate and pressure drop (head loss) are known, together with the length of the pipe, absolute inner roughness of the pipe, and kinematic viscosity of the fluid. PySR and Eureqa, f...

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Bibliographic Details
Main Authors: Dejan Brkić, Pavel Praks, Renáta Praksová, Tomáš Kozubek
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Axioms
Subjects:
diameter
symbolic regression
pipe sizing
colebrook equation
moody diagram
pipeline hydraulics
Online Access:https://www.mdpi.com/2075-1680/12/9/850

Internet

https://www.mdpi.com/2075-1680/12/9/850

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