Application of neural networks in the problem of determining the method of influence for the developed oil field

Abstract

Application of neural networks in the problem of determining the method of influence for the developed oil field

Shumkov E.A.

Incoming article date: 08.09.2020

The article discusses various options for determining the method of stimulating the oil reservoir using artificial neural networks. A topology of a cascade of neural networks is proposed to determine the type and method of the method of exposure. The possibility of using for this problem a hybrid neural network consisting of a Kohonen network, a Grossberg star layer and a multilayer perceptron is also considered.

Keywords: neural networks, oil recovery factor, displacement methods, Grossberg stars, Kohonen network, hybrid neural network