Ensemble SVM for characterisation of crude oil viscosity

Ensemble SVM for characterisation of crude oil viscosity

Abstract This paper develops ensemble machine learning model for the prediction of dead oil, saturated and undersaturated viscosities. Easily acquired field data have been used as the input parameters for the machine learning process. Different functional forms for each property have been considered...

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Bibliographic Details
Main Authors: Munirudeen A. Oloso, Mohamed G. Hassan, Mohamed B. Bader-El-Den, James M. Buick
Format: Article
Language:English
Published: SpringerOpen 2017-06-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
PVT
Dead oil
Bubble point
Empirical
Viscosity
Undersaturated
Online Access:http://link.springer.com/article/10.1007/s13202-017-0355-x

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http://link.springer.com/article/10.1007/s13202-017-0355-x

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