Data Mining Methods Application to Solve the Oil and Gas Flow Regimes of Oil Well Production Classification Problem
摘要
In the article the flow regimes types of oil well production are considered. The oil well production flow regime determining problem in real time relevance is substantiated. An overview of the neural networks for solving the problem is provided. An ensemble method based on neural networks is proposed. The application of this method in an oil field is shown. Real time data, received from multiphase flowmeter, installed on the oil well, is the basis for the considered problem solution.