shale analytics data driven analytics in unconventional resources

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Shale Analytics

Author : Shahab D. Mohaghegh
ISBN : 9783319487533
Genre : Science
File Size : 74. 87 MB
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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.

Hydraulic Fracturing In Unconventional Reservoirs

Author : Hoss Belyadi
ISBN : 9780128498620
Genre : Technology & Engineering
File Size : 54. 13 MB
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Hydraulic Fracturing in Unconventional Reservoirs: Theories, Operations, and Economic Analysis introduces the basic characteristics and theories surrounding hydraulic fracturing and the main process of fracturing in shale, including the main workflow, the details in case analysis, and the fundamental differences between theory, study, and practical operation. The book takes the complex nature of the hydraulic fracturing in unconventional reservoirs and applies a practical approach that can be useds as a workflow for designing fracture treatments in various shale basins across the world. Providing the audience with theories, best practices, operation and execution, and economic analysis of hydraulic fracturing in unconventional reservoirs, this reference guides the engineer and manager through broad topics including an introduction to unconventional reservoirs, advanced shale reservoir characterization, and shale gas in place calculation as well as expanding to basic theories of hydraulic fracturing and advanced topics in shale reservoir stimulation. Rounding out with coverage on the environmental aspects and practice problems on design and economic analysis, the book delivers the critical link needed between academia and industry for all aspects of hydraulic fracturing operations. Presents basic characteristics of unconventional reservoirs and introductory theories and practices on hydraulic fracturing, including post-fracturing analysis Includes an explanation of company assets and financial responsibility, with coverage on economic evaluation and how to predict decline curves Provides tactics on how to strengthen real-world skills with the inclusion of practice examples at the end of the book

Harness Oil And Gas Big Data With Analytics

Author : Keith Holdaway
ISBN : 9781118910894
Genre : Business & Economics
File Size : 52. 95 MB
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Use big data analytics to efficiently drive oil and gas exploration and production Harness Oil and Gas Big Data with Analytics provides a complete view of big data and analytics techniques as they are applied to the oil and gas industry. Including a compendium of specific case studies, the book underscores the acute need for optimization in the oil and gas exploration and production stages and shows how data analytics can provide such optimization. This spans exploration, development, production and rejuvenation of oil and gas assets. The book serves as a guide for fully leveraging data, statistical, and quantitative analysis, exploratory and predictive modeling, and fact-based management to drive decision making in oil and gas operations. This comprehensive resource delves into the three major issues that face the oil and gas industry during the exploration and production stages: Data management, including storing massive quantities of data in a manner conducive to analysis and effectively retrieving, backing up, and purging data Quantification of uncertainty, including a look at the statistical and data analytics methods for making predictions and determining the certainty of those predictions Risk assessment, including predictive analysis of the likelihood that known risks are realized and how to properly deal with unknown risks Covering the major issues facing the oil and gas industry in the exploration and production stages, Harness Big Data with Analytics reveals how to model big data to realize efficiencies and business benefits.

Data Driven Analytics For The Geological Storage Of Co2

Author : Shahab Mohaghegh
ISBN : 9781315280790
Genre : Science
File Size : 21. 17 MB
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Data driven analytics is enjoying unprecedented popularity among oil and gas professionals. Many reservoir engineering problems associated with geological storage of CO2 require the development of numerical reservoir simulation models. This book is the first to examine the contribution of Artificial Intelligence and Machine Learning in data driven analytics of fluid flow in porous environments, including saline aquifers and depleted gas and oil reservoirs. Drawing from actual case studies, this book demonstrates how smart proxy models can be developed for complex numerical reservoir simulation models. Smart proxy incorporates pattern recognition capabilities of Artificial Intelligence and Machine Learning to build smart models that learn the intricacies of physical, mechanical and chemical interactions using precise numerical simulations. This ground breaking technology makes it possible and practical to use high fidelity, complex numerical reservoir simulation models in the design, analysis and optimization of carbon storage in geological formations projects.

Fundamentals Of Gas Shale Reservoirs

Author : Reza Rezaee
ISBN : 9781119039266
Genre : Technology & Engineering
File Size : 33. 27 MB
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Provides comprehensive information about the key exploration, development and optimization concepts required for gas shale reservoirs Includes statistics about gas shale resources and countries that have shale gas potential Addresses the challenges that oil and gas industries may confront for gas shale reservoir exploration and development Introduces petrophysical analysis, rock physics, geomechanics and passive seismic methods for gas shale plays Details shale gas environmental issues and challenges, economic consideration for gas shale reservoirs Includes case studies of major producing gas shale formations

Unconventional Resources Exploitation And Development

Author : Usman Ahmed
ISBN : 0986187801
Genre :
File Size : 41. 83 MB
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As the shale revolution continues in North America, emerging markets areopening up in all continents. In the next 8- to 10-years, more than 100,000 wellsand 1- to 2-million hydraulic fracturing stages could be executed and lead to anindustry spending level close to 1 trillion dollars. Such level of activity requiresknowledgeable professionals in all aspects of exploitation and development.Plus, the present demand for shale resource exploitation and development hasprompted thousands of oil and gas professionals experienced in conventional oiland gas development to adapt to this new environment.This book covers all aspects of the exploitation and development of these shaleresources. The 24 chapters start with a basic understanding of the unconventionalresources and go to an in-depth coverage of sub-surface measurements (geological,geophysical, petrophysical, geochemical, and geomechanical) and associatedinterpretation--plus all disciplines associated with drilling, completion, stimulation,production, reservoir, monitoring techniques, the associated software, and the overallunconventional resource development workfl ow. There are chapters on emergingtechnology like data mining and future areas of technological development. Thetextbook, thus, addresses the needs of the geologist, geophysicist, petrophysicist,geomechanical specialist, and drilling, completion, stimulation, production, andreservoir engineers.Any professional wanting to further research in the exploitation and developmentof shale resource will fi nd this textbook a thorough, comprehensive reference.If one wants to conduct an in-depth research in a particular area, for examplemicroseismic measurement uniqueness, this textbook is a good starting point andallows the researcher to get more details from the references cited.

Unconventional Petroleum Geology

Author : Caineng Zou
ISBN : 9780128122358
Genre : Technology & Engineering
File Size : 57. 93 MB
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Unconventional Petroleum Geology, Second Edition presents the latest research results of global conventional and unconventional petroleum exploration and production. The first part covers the basics of unconventional petroleum geology, its introduction, concept of unconventional petroleum geology, unconventional oil and gas reservoirs, and the origin and distribution of unconventional oil and gas. The second part is focused on unconventional petroleum development technologies, including a series of technologies on resource assessment, lab analysis, geophysical interpretation, and drilling and completion. The third and final section features case studies of unconventional hydrocarbon resources, including tight oil and gas, shale oil and gas, coal bed methane, heavy oil, gas hydrates, and oil and gas in volcanic and metamorphic rocks. Provides an up-to-date, systematic, and comprehensive overview of all unconventional hydrocarbons Reorganizes and updates more than half of the first edition content, including four new chapters Includes a glossary on unconventional petroleum types, including tight-sandstone oil and gas, coal-bed gas, shale gas, oil and gas in fissure-cave-type carbonate rocks, in volcanic reservoirs, and in metamorphic rocks, heavy crude oil and natural bitumen, and gas hydrates Presents new theories, new methods, new technologies, and new management methods, helping to meet the demands of technology development and production requirements in unconventional plays

Shale Gas Production Processes

Author : James G. Speight
ISBN : 9780124045514
Genre : Technology & Engineering
File Size : 38. 29 MB
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The extraction of natural gas from shale formations is no simple task and perhaps the most expensive when compared to over unconventional gases. Although, its popularity has grown over the years, there is much to be done to make their production and processing more cost-effective. Brief but comprehensive, Shale Gas Production Processes begins with an overview of the chemistry, engineering and technology of shale gas. This is quickly followed by self-contained chapters concerning new and evolving process technologies and their applications as well as environmental regulations. Written in an easy to read format, Shale Gas Production Processes will prove useful for those scientists and engineers already engaged in fossil fuel science and technology as well as scientists, non-scientists, engineers, and non-engineers who wish to gain a general overview or update of the science and technology of shale gas. In addition, the book discusses methods used to reduce environmental footprint and improve well performance. Updates on the evolving processes and new processes Provides overview of the chemistry, engineering, and technology of shale gas Guides the reader through the latest environmental regulation regarding production and processing of shale

Shale Gas And Fracking

Author : Michael Stephenson
ISBN : 9780128017623
Genre : Science
File Size : 42. 47 MB
Format : PDF
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Shale Gas and Fracking: The Science Behind the Controversy explains the relevant geological principles before examining the peer-reviewed evidence and presenting it through a simple and compelling illustrated narrative. Each chapter focuses on a particular controversy, such contamination of well water with gas from fracking, and follows a similar format: starting with the principles; then detailing peer-reviewed case studies for earthquakes, radioactivity, and climate change; and concluding with a judgment of the general risks involved. Shale Gas and Fracking: The Science Behind the Controversy provides readers with the unbiased information they need to make informed decisions on the controversial issue of fracking. Presents a clear and unbiased view of the pros and cons of fracking in Europe and the US, through a simple and compelling narrative from an informed publicly-funded scientist Includes full-colour diagrams, photographs, and maps to present information clearly and simply Focuses on peer-reviewed, documented examples, particularly of earthquakes and groundwater contamination due to fracking

Intelligent Digital Oil And Gas Fields

Author : Gustavo Carvajal
ISBN : 9780128047477
Genre : Technology & Engineering
File Size : 76. 44 MB
Format : PDF
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Intelligent Digital Oil and Gas Fields: Concepts, Collaboration, and Right-time Decisions delivers to the reader a roadmap through the fast-paced changes in the digital oil field landscape of technology in the form of new sensors, well mechanics such as downhole valves, data analytics and models for dealing with a barrage of data, and changes in the way professionals collaborate on decisions. The book introduces the new age of digital oil and gas technology and process components and provides a backdrop to the value and experience industry has achieved from these in the last few years. The book then takes the reader on a journey first at a well level through instrumentation and measurement for real-time data acquisition, and then provides practical information on analytics on the real-time data. Artificial intelligence techniques provide insights from the data. The road then travels to the "integrated asset" by detailing how companies utilize Integrated Asset Models to manage assets (reservoirs) within DOF context. From model to practice, new ways to operate smart wells enable optimizing the asset. Intelligent Digital Oil and Gas Fields is packed with examples and lessons learned from various case studies and provides extensive references for further reading and a final chapter on the "next generation digital oil field," e.g., cloud computing, big data analytics and advances in nanotechnology. This book is a reference that can help managers, engineers, operations, and IT experts understand specifics on how to filter data to create useful information, address analytics, and link workflows across the production value chain enabling teams to make better decisions with a higher degree of certainty and reduced risk. Covers multiple examples and lessons learned from a variety of reservoirs from around the world and production situations Includes techniques on change management and collaboration Delivers real and readily applicable knowledge on technical equipment, workflows and data challenges such as acquisition and quality control that make up the digital oil and gas field solutions of today Describes collaborative systems and ways of working and how companies are transitioning work force to use the technology and making more optimal decisions

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