Estimation of GOR at reservoir pressures Below bubble point pressure using GMDH (Group Method of Data Handling)

Bebaha, Moctar (2014) Estimation of GOR at reservoir pressures Below bubble point pressure using GMDH (Group Method of Data Handling). [Final Year Project] (Unpublished)

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Abstract

A GMDH neural networks modelling approach is proposed to estimate gas oil ratio at pressures below bubble point pressure. A new correlation is developed by the use of 385 PVT data collected from available literature on GOR measurement and ranging from 100scf/STB to a little over 1500scf/STB. GMDH approach is explained and an overview of the available literature on GMDH modelling is laid out. The new correlation is multinomial algebraic in nature, and is tested against the currently widely used correlations in the petroleum industry. Correlations factors for all correlations are produced.

Item Type: Final Year Project
Subjects: T Technology > T Technology (General)
Departments / MOR / COE: Geoscience and Petroleum Engineering
Depositing User: Users 2053 not found.
Date Deposited: 17 Oct 2014 09:00
Last Modified: 25 Jan 2017 09:37
URI: http://utpedia.utp.edu.my/id/eprint/14342

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