Experimental and Data-driven approach of investigating the effect of parameters on the fluid flow characteristic of nanosilica enhanced two phase flow in pipeline

This study investigates the effect of various parameters on the fluid flow characteristic of nanosilica enhanced two phase (oil–water) flow in the pipeline using experimental and data driven approach. Levenberg-Marquardt (LM) algorithm and Scaled Conjugate gradient (SC) were used for training 20 Art...

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Bibliographic Details

Published in:	Alexandria Engineering Journal
Main Authors:	Zainab Y. Shnain, Asawer A. Alwaiti, Musaab K. Rashed, Zaidon Mohsin Shakor
Format:	Article
Language:	English
Published:	Elsevier 2022-02-01
Subjects:	Nanosilica Crude oil Kinematic viscosity Dynamic viscosity Pressure drop
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016821003835