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Shale Analytics

Data-Driven Analytics in Unconventional Resources

  • Book
  • © 2017

Overview

Authors:
  1. Shahab D. Mohaghegh
    1. Petroleum & Natural Gas Engineering, West Virginia University, Morgantown, USA

    You can also search for this author inPubMed Google Scholar

  • Describes the use of artificial neural networks and fuzzy sets in petroleum engineering
  • Explains data mining in petroleum engineering
  • Demonstrates the only data driven reservoir modeling and production engineering technique for unconventional resources – especially shale
  • Examines tools for analysis, predictive modeling, and optimization of production from shale in the absence of well-understood and well-defined physics of fluid flow in shale
  • Includes supplementary material:sn.pub/extras

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About this book

This book describes the application of modern information technology to reservoir modeling and well management in shale. While covering Shale Analytics, it focuses on reservoir modeling and production management of shale plays, since conventional reservoir and production modeling techniques do not perform well in this environment. Topics covered include tools for analysis, predictive modeling and optimization of production from shale in the presence of massive multi-cluster, multi-stage hydraulic fractures. Given the fact that the physics of storage and fluid flow in shale are not well-understood and well-defined, Shale Analytics avoids making simplifying assumptions and concentrates on facts (Hard Data - Field Measurements) to reach conclusions. Also discussed are important insights into understanding completion practices and re-frac candidate selection and design. The flexibility and power of the technique is demonstrated in numerous real-world situations.

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Keywords

Table of contents (11 chapters)

  1. Front Matter

    Pages i-xiv
  2. Introduction

    • Shahab D. Mohaghegh
    Pages 1-5
  3. Modeling Production from Shale

    • Shahab D. Mohaghegh
    Pages 7-28
  4. Shale Analytics

    • Shahab D. Mohaghegh
    Pages 29-81
  5. Practical Considerations

    • Shahab D. Mohaghegh
    Pages 83-89
  6. Which Parameters Control Production from Shale

    • Shahab D. Mohaghegh
    Pages 91-108
  7. Synthetic Geomechanical Logs

    • Shahab D. Mohaghegh
    Pages 109-125
  8. Extending the Utility of Decline Curve Analysis

    • Shahab D. Mohaghegh
    Pages 127-152
  9. Shale Production Optimization Technology (SPOT)

    • Shahab D. Mohaghegh
    Pages 153-227
  10. Shale Numerical Simulation and Smart Proxy

    • Shahab D. Mohaghegh
    Pages 229-249
  11. Shale Full Field Reservoir Modeling

    • Shahab D. Mohaghegh
    Pages 251-265
  12. Restimulation (Re-frac) of Shale Wells

    • Shahab D. Mohaghegh
    Pages 267-278
  13. Back Matter

    Pages 279-287

Authors and Affiliations

  • Petroleum & Natural Gas Engineering, West Virginia University, Morgantown, USA

    Shahab D. Mohaghegh

About the author

Shahab D. Mohaghegh is the president and CEO of Intelligent Solutions, Inc. (ISI) and Professor of Petroleum and Natural Gas Engineering at West Virginia University. A pioneer in the application of Artificial Intelligence and Data Mining in the Exploration and Production industry, he holds B.S., MS, and PhD degrees in petroleum and natural gas engineering. He has authored more than 180 technical papers and carried out more than 50 projects with major international companies. He is a SPE Distinguished Lecturer and has been featured in the Distinguished Author Series of SPE’s Journal of Petroleum Technology (JPT) four times. He has been honored by the U.S. Secretary of Energy for his technical contribution in the aftermath of the Deepwater Horizon (Macondo) incident in the Gulf of Mexico and has served as a member of U.S. Secretary of Energy’s Technical Advisory Committee on Unconventional Resources.

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Access this book

eBook JPY 10295
Price includes VAT (Japan)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book JPY 12869
Price includes VAT (Japan)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide -see info
Hardcover Book JPY 18589
Price includes VAT (Japan)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide -see info

Tax calculation will be finalised at checkout

Other ways to access


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