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Kriging using well logs to constrain permeability and porosity parameter distributions in flow tubes #155

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merged 42 commits into from
Oct 30, 2020

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wouterjdb
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@wouterjdb wouterjdb commented Aug 28, 2020

This pull request adds the following functionality:

  • Loading of permeability and porosity logs from simulation data
  • Kriging of measured data
  • Assignment of value + uncertainty to individual tubes/connections based on kriging results.
  • Many small formatting changes due to an update in black.

Kriging example of log10(k) on Norne data

image


Contributor checklist

  • 🎉 This PR closes Test: Include log data into FlowNet #154
  • 📜 I have broken down my PR into the following tasks:
    • Load permeability and porosity data
    • Perform kriging
    • Assign permeability to tubes/connections
    • Assign porosity to tubes/connections
    • Perform tests, compare conditioned and non-conditioned prior ensemble for Norne case
  • 🤖 I have added tests, or extended existing tests, to cover any new features or bugs fixed in this PR.
  • 📖 I have considered adding a new entry in CHANGELOG.md.
  • 📚 I have considered updating the documentation.

@wouterjdb wouterjdb added the enhancement New feature or request label Aug 28, 2020
@wouterjdb wouterjdb self-assigned this Aug 28, 2020
@wouterjdb wouterjdb marked this pull request as ready for review October 5, 2020 08:42
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@anders-kiaer anders-kiaer left a comment

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Nice work 🚀 Some minor comments only.

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@olelod olelod left a comment

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LGTM! Nice job!

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@wouterjdb wouterjdb merged commit e0e189e into equinor:master Oct 30, 2020
@wouterjdb wouterjdb deleted the i154-use-log-data branch October 30, 2020 14:30
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Test: Include log data into FlowNet
3 participants