A general regression neural network model offers reliable prediction of CO2 minimum miscibility pressure
نویسندگان
چکیده
منابع مشابه
A hybrid neural–genetic algorithm for predicting pure and impure CO2 minimum miscibility pressure
"> Accurate prediction of the minimum miscibility pressure (MMP) in a gas injection process is crucial to optimizing the management of gas injection projects. Because the <span style="font-size: 10pt; ...
متن کاملEffect of CO2 Concentration in Injecting Gas on Minimum Miscibility Pressure: Compositional Model and Experimental Study
For technical and economic success of miscible gas injection projects, an accurate laboratory measurement of Minimum Miscibility Pressure (MMP) at reservoir conditions is essential. On the other hand, compositional reservoir simulator is a useful tool in gas injection studies and prediction of MMP. The main goal of this paper is to describe a procedure to generate a three phase sequential t...
متن کاملeffect of co2 concentration in injecting gas on minimum miscibility pressure: compositional model and experimental study
for technical and economic success of miscible gas injection projects, an accurate laboratory measurement of minimum miscibility pressure (mmp) at reservoir conditions is essential. on the other hand, compositional reservoir simulator is a useful tool in gas injection studies and prediction of mmp. the main goal of this paper is to describe a procedure to generate a three phase sequential type ...
متن کاملA general regression neural network
A memory-based network that provides estimates of continuous variables and converges to the underlying (linear or nonlinear) regression surface is described. The general regression neural network (GRNN) is a one-pass learning algorithm with a highly parallel structure. It is shown that, even with sparse data in a multidimensional measurement space, the algorithm provides smooth transitions from...
متن کاملDetermination of Minimum Miscibility Pressure by Analytical Method
The analytical theory of one dimensional, dispersion free miscible displacement of oil by injection gas with nc component has shown that: the MMP is the lowest pressure at which any one of the initial oil, injection gas or crossover key tie lines becomes critical, which means that its length approaches to zero. In this paper, we propose a method for a solving multi component syst...
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ژورنال
عنوان ژورنال: Journal of Petroleum Exploration and Production Technology
سال: 2015
ISSN: 2190-0558,2190-0566
DOI: 10.1007/s13202-015-0196-4