Improved permeability prediction based on the feature engineering of petrophysics and fuzzy logic analysis in low porosity–permeability reservoir

Improved permeability prediction based on the feature engineering of petrophysics and fuzzy logic analysis in low porosity–permeability reservoir

Abstract Permeability is difficult to evaluate in reservoir petrophysics property, especially in low porosity–permeability reservoir. The conventional permeability estimation model with establishment of the regression relationship between permeability and porosity is not applicable. This regression...

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Bibliographic Details
Main Authors: Xidong Wang, Shaochun Yang, Ya Wang, Yongfu Zhao, Baoquan Ma
Format: Article
Language:English
Published: SpringerOpen 2018-10-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Permeability estimation
Low porosity–permeability reservoir
Feature engineering
Fuzzy logic
Data-driven analytics
Online Access:http://link.springer.com/article/10.1007/s13202-018-0556-y

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