A robust pressure drop prediction model in vertical multiphase flow: a machine learning approach

A robust pressure drop prediction model in vertical multiphase flow: a machine learning approach

Abstract Predicting pressure drop in multiphase flow is crucial for optimizing tubing size, wellhead pressure (WHP), completion design, cost management, and other production-phase objectives. While various correlations and models exist to calculate pressure drops, their accuracy diminishes significa...

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Bibliographic Details
Main Authors: Fahd Saeed Alakbari, Mohammed Abdalla Ayoub, M. A. Awad, Tarek Ganat, Mysara Eissa Mohyaldinn, Syed Mohammad Mahmood
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Adaptive Neuro-Fuzzy inference system (ANFIS)
Pressure drop in vertical wells
Multiphase flow
Robust pressure drop model.
Online Access:https://doi.org/10.1038/s41598-025-96371-2
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https://doi.org/10.1038/s41598-025-96371-2

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