Application of artificial neural network to predict slug liquid holdup

GH Abdul-Majeed, FS Kadhim, FHM Almahdawi… - International Journal of …, 2022 - Elsevier
This work demonstrates the artificial neural network (ANN) ability for predicting slug liquid
holdup (H LS), using 2525 measured points from 20 experimental studies. Six variables …

Unified drift velocity closure relationship for large bubbles rising in stagnant viscous fluids in pipes

J Moreiras, E Pereyra, C Sarica, CF Torres - Journal of Petroleum Science …, 2014 - Elsevier
This study investigates the effects of oil viscosity, pipe diameter, and pipe inclination angle
on drift velocity. Experiments were conducted for medium viscosity oils using a 0.0508-m ID …

[图书][B] Experimental analysis and theoretical modeling of high liquid viscosity two-phase upward vertical pipe flow

FAS Alruhaimani - 2015 - search.proquest.com
The effect of high oil viscosity on upward two-phase gas-oil flow behavior in vertical pipes
was experimentally and theoretically studied. A total of 149 air-high viscosity oil and 21 air …

Review of high-viscosity oil multiphase pipe flow

HQ Zhang, C Sarica, E Pereyra - Energy & Fuels, 2012 - ACS Publications
Heavy oil makes up a major portion of the world's total oil resources. The high viscosity of
heavy oil poses great challenges for its production and transportation through wells and …

An experimental investigation of the motion of long bubbles in high viscosity slug flow in horizontal pipes

KH Bendiksen, M Langsholt, L Liu - International Journal of Multiphase …, 2018 - Elsevier
The slug bubble velocity is one of the most important closure relations in multiphase flow
models, and has been studied extensively for decades. Available models and correlations …

Comparison of 63 different void fraction correlations for different flow patterns, pipe inclinations, and liquid viscosities

L Márquez-Torres, J Ochoa-Pineda, P Pico… - SN Applied …, 2020 - Springer
Gas–liquid two-phase flow is commonly encountered in the oil industry, especially in
transport pipelines. Thus, the correct prediction of operational parameters such as void …

[图书][B] Gas-oil flow in upward-inclined pipes: pseudo-slug flow modeling and upscaling studies

AA Soedarmo - 2019 - search.proquest.com
This study attempts to address the unavailability of mechanistic model for pseudo-slug flow
and the limitation of upscaling studies of multiphase flow at elevated pressures. Pseudo-slug …

[图书][B] Two-phase gas-liquid flow in pipes with different orientations

AJ Ghajar - 2020 - Springer
The phenomenon of gas–liquid two-phase fiow in inclined systems, although not as
common as horizontal or vertical fiow, is of great practical significance in several …

[图书][B] Single-and two-phase flow pressure drop and heat transfer in tubes

AJ Ghajar, Ghajar - 2022 - Springer
This book provides in two parts a summary of three decades of pioneering research
conducted by Professor Afshin J. Ghajar and his students at Oklahoma State University on …

Inclination effects on flow characteristics of high viscosity oil/gas two-phase flow

BC Jeyachandra, C Sarica, HQ Zhang… - SPE Annual Technical …, 2012 - onepetro.org
The effect of downward and upward pipe inclinations on flow characteristics for high
viscosity oil-gas two-phase flow was experimentally studied. 400 experimental tests were …