Prediction Model for the Viscosity of Heavy Oil Diluted with Light Oil Using Machine Learning Techniques

Prediction Model for the Viscosity of Heavy Oil Diluted with Light Oil Using Machine Learning Techniques

Due to the presence of asphaltene, the flow assurance of high viscosity crude oil becomes more challenging and costly to produce in wellbores and pipelines. One of the most effective ways to reduce viscosity is to blend heavy oil with light oil. However, the viscosity measurement of diluted heavy cr...

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Bibliographic Details
Main Authors: Xiaodong Gao, Pingchuan Dong, Jiawei Cui, Qichao Gao
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
heavy oil dilution
light oil viscosity
heavy oil viscosity
viscosity model
artificial neural network (ANN) model
Online Access:https://www.mdpi.com/1996-1073/15/6/2297

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