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Smart Proxy Modeling - Artificial Intelligence and Machine Learning in Numerical Simulation (Hardcover): Shahab D. Mohaghegh Smart Proxy Modeling - Artificial Intelligence and Machine Learning in Numerical Simulation (Hardcover)
Shahab D. Mohaghegh
R2,848 Discovery Miles 28 480 Ships in 12 - 17 working days

Numerical simulation models are used in all engineering disciplines for modeling physical phenomena to learn how the phenomena work, and to identify problems and optimize behavior. Smart Proxy Models provide an opportunity to replicate numerical simulations with very high accuracy and can be run on a laptop within a few minutes, thereby simplifying the use of complex numerical simulations, which can otherwise take tens of hours. This book focuses on Smart Proxy Modeling and provides readers with all the essential details on how to develop Smart Proxy Models using Artificial Intelligence and Machine Learning, as well as how it may be used in real-world cases. Covers replication of highly accurate numerical simulations using Artificial Intelligence and Machine Learning Details application in reservoir simulation and modeling and computational fluid dynamics Includes real case studies based on commercially available simulators Smart Proxy Modeling is ideal for petroleum, chemical, environmental, and mechanical engineers, as well as statisticians and others working with applications of data-driven analytics.

Shale Analytics - Data-Driven Analytics in Unconventional Resources (Paperback, Softcover reprint of the original 1st ed.... Shale Analytics - Data-Driven Analytics in Unconventional Resources (Paperback, Softcover reprint of the original 1st ed. 2017)
Shahab D. Mohaghegh
R2,706 Discovery Miles 27 060 Ships in 10 - 15 working days

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.

Shale Analytics - Data-Driven Analytics in Unconventional Resources (Hardcover, 1st ed. 2017): Shahab D. Mohaghegh Shale Analytics - Data-Driven Analytics in Unconventional Resources (Hardcover, 1st ed. 2017)
Shahab D. Mohaghegh
R4,855 Discovery Miles 48 550 Ships in 10 - 15 working days

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.

Data-Driven Reservoir Modeling (Paperback): Shahab D. Mohaghegh Data-Driven Reservoir Modeling (Paperback)
Shahab D. Mohaghegh
R5,584 Discovery Miles 55 840 Ships in 10 - 15 working days
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