https://github.com/clementetienam/reservoir-history-matching-code-in-python

Python script that conducts Reservoir History matching using the ES-MDA method
https://github.com/clementetienam/reservoir-history-matching-code-in-python

reservoir-characterization reservoir-history-matching

Last synced: about 1 month ago
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Python script that conducts Reservoir History matching using the ES-MDA method

• Host: GitHub
• URL: https://github.com/clementetienam/reservoir-history-matching-code-in-python
• Owner: clementetienam
• Created: 2019-02-10T19:45:21.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2021-07-23T10:35:36.000Z (over 3 years ago)
• Last Synced: 2024-05-02T23:43:52.153Z (8 months ago)
• Topics: reservoir-characterization, reservoir-history-matching
• Language: Python
• Homepage:
• Size: 252 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Reservoir-History-Matching-code-in-Python

This is a Python script to conduct Reservoir History matching using the Bayesian Technique Ensemble Smoother with Multiple Data Assimilation(ES-MDA). The ES-MDA is improved with the 5th order Gaspari-Cohn distance dependent covariance localisation method. The Fluid Flow Forward problem is solved using the Eclipse Reservoir Simulator. 

It is hoped this material will help new PhD/Masters Students involved in the Inverse problem in Reservoir Engineering known as History Matching, to "catch-up" with the computation necessary for the basic concepts in inverse and ill-possed subsurface flow problems