Intelligent Prediction and Analysis of Development Indicators for Polymer Flooding in Oil Reservoirs
GAO Yatian
QU Qing
WU Runtong
Abstract：The prediction of reservoir development index is very critical in the development process of reservoir polymer flood-ing stage,but at the same time,the prediction of development index is a very complex problem,so accurate prediction of oilfield de-velopment index has very critical significance in reservoir development and production.The research results of the developed index prediction methods are reviewed.It also introduces the traditional prediction models such as characteristic curve method,and the ap-plication of intelligent neural network,combinatorial model,support vector machine and other algorithms.It summarizes the main literature in this field in recent years,and introduces the characteristics and shortcomings of various prediction models.Finally,it makes a summary and prospect of developing index prediction method.
Keywords：development indexintelligent predictiondevelop index forecastreservoirLSTMsupport vector machine
Publication Date：2025-05-20
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 1269-1272,1285 )