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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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Principais autores: Zainab Y. Shnain, Asawer A. Alwaiti, Musaab K. Rashed, Zaidon Mohsin Shakor
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2022-02-01
Serier:Alexandria Engineering Journal
Fag:
Nanosilica
Crude oil
Kinematic viscosity
Dynamic viscosity
Pressure drop
Online adgang:http://www.sciencedirect.com/science/article/pii/S1110016821003835
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