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Data-driven reservoir modeling : top-down modeling (TDM) : a paradigm shift in reservoir modeling, the art and science of building reservoir models based on field measurements / Shahab D. Mohaghegh.

By: Material type: TextTextPublication details: Richardson, Texas : Society of Petroleum Engineers, 2017.Description: xiv, 165 pages : illustrations (mostly colored) ; 26 cmISBN:
  • 978161399560
Subject(s): LOC classification:
  • TN870.53 .M64 2017
Contents:
Introduction -- Data-driven problem solving -- Reservoir modeling -- Data-driven technologies -- Pitfalls of using machine learning in reservoir modeling -- Fact-based reservoir management -- Top-down modeling -- The spatio-temporal database -- History matching the top-down model -- Post-modeling analysis of the top-down model -- Examples and case studies -- Limitations of data-driven reservoir modeling -- The future of data-driven reservoir modeling.
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Holdings
Item type Current library Call number Status Date due Barcode
Books Books Muscat University Library TN870.53 .M64 2017 (Browse shelf(Opens below)) Available 001540
Books Books Muscat University Library TN870.53 .M64 2017 (Browse shelf(Opens below)) Available 001541
Books Books Muscat University Library TN870.53 .M64 2017 (Browse shelf(Opens below)) Available 001542

Includes bibliographical references and index.

Introduction -- Data-driven problem solving -- Reservoir modeling -- Data-driven technologies -- Pitfalls of using machine learning in reservoir modeling -- Fact-based reservoir management -- Top-down modeling -- The spatio-temporal database -- History matching the top-down model -- Post-modeling analysis of the top-down model -- Examples and case studies -- Limitations of data-driven reservoir modeling -- The future of data-driven reservoir modeling.

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