Application of data mining to postfracture response evaluation in gas field
Junjing Zhang · Zhongguo Shiyou Daxue xuebao. Ziran kexue ban · 2008
Based on data mining architecture,a technical evaluation system suitable for gas well fracturing was established by combining the fracturing treatment characteristics of the gas reservoir.Data warehouse adopts SQL Server 2005 and data mining algorithms use decision trees and neural network model.Through the comparison and analysis of the two models,the well selection and fracturing interval selection standards and parameter optimization can be implemented.This data mining architecture has high integration and accuracy which can provide reference for fracturing decision.