FLOW PATTERN PREDICTION IN HORIZONTAL AND INCLINED PIPES USING TREE-BASED AUTOMATED MACHINE LEARNING

FLOW PATTERN PREDICTION IN HORIZONTAL AND INCLINED PIPES USING TREE-BASED AUTOMATED MACHINE LEARNING

In the oil and gas industry, understanding two-phase (gas-liquid) flow is pivotal, as it directly influences equipment design, quality control, and operational efficiency. Flow pattern determination is thus fundamental to industrial engineering and management. This study utilizes the Tree-based Pipe...

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Bibliographic Details
Main Authors: Agash Uthayasuriyan, Ugochukwu Ilozurike Duru, Angela Nwachukwu, Thangavelu Shunmugasundaram, Jeyakumar Gurusamy
Format: Article
Language:English
Published: University of Zagreb 2024-01-01
Series:Rudarsko-geološko-naftni Zbornik
Subjects:
multiphase flow
two-phase flow
flow pattern prediction
machine learning
AutoML
Online Access:https://hrcak.srce.hr/file/464686

Internet

https://hrcak.srce.hr/file/464686

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