Hydraulic Flow Unit Classification and Prediction Using Machine Learning Techniques: A Case Study from the Nam Con Son Basin, Offshore Vietnam

Hydraulic Flow Unit Classification and Prediction Using Machine Learning Techniques: A Case Study from the Nam Con Son Basin, Offshore Vietnam

The test study area is the Miocene reservoir of Nam Con Son Basin, offshore Vietnam. In the study we used unsupervised learning to automatically cluster hydraulic flow units (HU) based on flow zone indicators (FZI) in a core plug dataset. Then we applied supervised learning to predict HU by combinin...

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Bibliographic Details
Main Authors: Ha Quang Man, Doan Huy Hien, Kieu Duy Thong, Bui Viet Dung, Nguyen Minh Hoa, Truong Khac Hoa, Nguyen Van Kieu, Pham Quy Ngoc
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Energies
Subjects:
hydraulic flow units
machine learning
permeability
Nam Con Son Basin
Online Access:https://www.mdpi.com/1996-1073/14/22/7714

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