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Integrated Mechanistic Analysis and Machine Learning Prediction of Slug Flow in Oil-Gas-Water Three-Phase Pipelines

Miao Li Ying Zhang Yan Wang Haiyan Zhao Yonghu Zhang

Fluid Dynamics & Materials Processing2026，Vol.22Issue(3)：P.150-171,22.

Fluid Dynamics & Materials Processing2026，Vol.22Issue(3)：P.150-171,22.DOI:10.32604/fdmp.2026.078695

Integrated Mechanistic Analysis and Machine Learning Prediction of Slug Flow in Oil-Gas-Water Three-Phase Pipelines

Miao Li ¹Ying Zhang ¹Yan Wang ¹Haiyan Zhao ²Yonghu Zhang¹

作者信息

1. Production Technology Research Institute,PetroChina Xinjiang Oilfield Company,Karamay,China
2. Xinjiang Petroleum Engineering Co.Ltd.,Karamay,China
折叠

摘要

关键词

Oil-gas-water multiphase flow/undulating pipeline/slug flow/formation mechanism/machine learning

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能源科技

引用本文复制引用

Miao Li,Ying Zhang,Yan Wang,Haiyan Zhao,Yonghu Zhang..Integrated Mechanistic Analysis and Machine Learning Prediction of Slug Flow in Oil-Gas-Water Three-Phase Pipelines[J].Fluid Dynamics & Materials Processing,2026,22(3):P.150-171,22.

基金项目

funded by the Hubei Provincial Department of Education Science and Technology Plan Project(Young and Middle-aged Talent Program)(https://jyt.hubei.gov.cn/),grant number Q20241308 （Young and Middle-aged Talent Program）

the National Natural Science Foundation of China(https://www.nsfc.gov.cn/),grant number 52174064. （https://www.nsfc.gov.cn/）

Fluid Dynamics & Materials Processing

ISSN：1555-256X

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