shale analytics data driven analytics in unconventional resources

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Shale Analytics

Author : Shahab D. Mohaghegh
ISBN : 9783319487533
Genre : Science
File Size : 27. 46 MB
Format : PDF, Kindle
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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.

Applied Statistical Modeling And Data Analytics

Author : Srikanta Mishra
ISBN : 9780128032800
Genre : Science
File Size : 33. 81 MB
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Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern statistical techniques that have become established for oil and gas professionals in recent years. It serves as a "how to" reference volume for the practicing petroleum engineer or geoscientist interested in applying statistical methods in formation evaluation, reservoir characterization, reservoir modeling and management, and uncertainty quantification. Beginning with a foundational discussion of exploratory data analysis, probability distributions and linear regression modeling, the book focuses on fundamentals and practical examples of such key topics as multivariate analysis, uncertainty quantification, data-driven modeling, and experimental design and response surface analysis. Data sets from the petroleum geosciences are extensively used to demonstrate the applicability of these techniques. The book will also be useful for professionals dealing with subsurface flow problems in hydrogeology, geologic carbon sequestration, and nuclear waste disposal. Authored by internationally renowned experts in developing and applying statistical methods for oil & gas and other subsurface problem domains Written by practitioners for practitioners Presents an easy to follow narrative which progresses from simple concepts to more challenging ones Includes online resources with software applications and practical examples for the most relevant and popular statistical methods, using data sets from the petroleum geosciences Addresses the theory and practice of statistical modeling and data analytics from the perspective of petroleum geoscience applications

Harness Oil And Gas Big Data With Analytics

Author : Keith Holdaway
ISBN : 9781118910894
Genre : Business & Economics
File Size : 40. 17 MB
Format : PDF
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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 : 46. 25 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.

Intelligent Digital Oil And Gas Fields

Author : Gustavo Carvajal
ISBN : 9780128047477
Genre : Technology & Engineering
File Size : 59. 36 MB
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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

Fundamentals Of Gas Shale Reservoirs

Author : Reza Rezaee
ISBN : 9781119039266
Genre : Technology & Engineering
File Size : 44. 92 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

Shale Gas And Fracking

Author : Michael Stephenson
ISBN : 9780128017623
Genre : Science
File Size : 45. 88 MB
Format : PDF, ePub
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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

Essentials Of Hydraulic Fracturing

Author : Ralph W. Veatch
ISBN : 9781593703578
Genre : Technology & Engineering
File Size : 76. 29 MB
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Hydraulic fracturing was first developed in the United States during the 1940s and has since spread internationally. A proven technology that is reaching deeper and tighter formations, hydraulic fracturing now delivers hydrocarbons from fields previously considered economically unviable. Essentials of Hydraulic Fracturing focuses on consolidating the fundamental basics of fracturing technology with advances in extended horizontal wellbores and fracturing applications. It provides the essentials required to understand fracturing behavior and offers advice for applying that knowledge to fracturing treatment design and application. Essentials of Hydraulic Fracturing is a long-awaited text for petroleum engineering students, industry-wide hydraulic fracturing training courses or seminars, and practicing fracturing treatment engineers. Features include: • Understanding of fracture propagation geometry and fracture conductivity and how it affects treatment results • A focus on safety and environmental prudence • Economic optimization of fracturing treatments • Fracturing fluid system and propping agent performance • Important considerations in designing the fracture treatment for both vertical and horizontal wellbores • Algorithms and examples pertinent to treatment design and analysis • Pre- and post-fracturing approaches and diagnostics for evaluating treatment performance • Hydraulic fracturing model construction and applicability • Comparative design examples • Construction of spreadsheet calculations key to treatment designs

Unconventional Resources Exploitation And Development

Author : Usman Ahmed
ISBN : 0986187801
Genre :
File Size : 47. 93 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.

Governing Shale Gas

Author : John Whitton
ISBN : 9781317267560
Genre : Business & Economics
File Size : 24. 69 MB
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Shale energy development is an issue of global importance. The number of reserves globally, and their potential economic return, have increased dramatically in the past decade. Questions abound, however, about the appropriate governance systems to manage the risks of unconventional oil and gas development and the ability for citizens to engage and participate in decisions regarding these systems. Stakeholder participation is essential for the social and political legitimacy of energy extraction and production, what the industry calls a 'social license' to operate. This book attempts to bring together critical themes inherent in the energy governance literature and illustrate them through cases in multiple countries, including the US, the UK, Canada, South Africa, Germany and Poland. These themes include how multiple actors and institutions – industry, governments and regulatory bodies at all scales, communities, opposition movements, and individual landowners – have roles in developing, contesting, monitoring, and enforcing practices and regulations within unconventional oil and gas development. Overall, the book proposes a systemic, participatory, community-led approach required to achieve a form of legitimacy that allows communities to derive social priorities by a process of community visioning. This book will be of great relevance to scholars and policy-makers with an interest in shale gas development, and energy policy and governance.

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