Implementation of multilayer perceptron (MLP) and radial basis function (RBF) neural networks to predict solution gas-oil ratio of crude oil systems

Implementation of multilayer perceptron (MLP) and radial basis function (RBF) neural networks to predict solution gas-oil ratio of crude oil systems

Exact determination of pressure-volume-temperature (PVT) properties of the reservoir oils is necessary for reservoir calculations, reservoir performance prediction, and the design of optimal production conditions. The objective of this study is to develop intelligent and reliable models based on mul...

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Bibliographic Details
Main Authors:	Aref Hashemi Fath, Farshid Madanifar, Masood Abbasi
Format:	Article
Language:	English
Published:	KeAi Communications Co., Ltd. 2020-03-01
Series:	Petroleum
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405656118301020

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