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.
Material type: TextPublication details: Richardson, Texas : Society of Petroleum Engineers, 2017.Description: xiv, 165 pages : illustrations (mostly colored) ; 26 cmISBN:- 978161399560
- TN870.53 .M64 2017
Item type | Current library | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|
Books | Muscat University Library | TN870.53 .M64 2017 (Browse shelf(Opens below)) | Available | 001540 | ||
Books | Muscat University Library | TN870.53 .M64 2017 (Browse shelf(Opens below)) | Available | 001541 | ||
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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