Data Driven Analytics For The Geological Storage Of Co2

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Data-Driven Analytics for the Geological Storage of CO2

Shahab Mohaghegh
Data Driven Analytics for the Geological Storage of CO2 Book PDF

Author : Shahab Mohaghegh
Publisher : CRC Press
Page : 282 pages
File Size : 43,6 Mb
Release : 2018-05-20
Category : Science
ISBN : 9781315280806

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Data-Driven Analytics for the Geological Storage of CO2 by Shahab Mohaghegh Pdf

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.

Data-Driven Analytics for the Geological Storage of CO2

Shahab D. Mohaghegh
Data Driven Analytics for the Geological Storage of CO2 Book PDF

Author : Shahab D. Mohaghegh
Publisher : CRC Press
Page : 282 pages
File Size : 46,5 Mb
Release : 2018
Category : Computers
ISBN : 1315280817

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Data-Driven Analytics for the Geological Storage of CO2 by Shahab D. Mohaghegh Pdf

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.

Artificial Intelligence for Science and Engineering Applications

Shahab D. Mohaghegh
Artificial Intelligence for Science and Engineering Applications Book PDF

Author : Shahab D. Mohaghegh
Publisher : CRC Press
Page : 137 pages
File Size : 40,7 Mb
Release : 2024-04-01
Category : Computers
ISBN : 9781040003954

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Artificial Intelligence for Science and Engineering Applications by Shahab D. Mohaghegh Pdf

Artificial Intelligence (AI) is defined as the simulation of human intelligence through the mimicking of the human brain for analysis, modeling, and decision‐making. Science and engineering problem solving requires modeling of physical phenomena, and humans approach the solution of scientific and engineering problems differently from other problems. Artificial Intelligence for Science and Engineering Applications addresses the unique differences in how AI should be developed and used in science and engineering. Through the inclusion of definitions and detailed examples, this book describes the actual and realistic requirements as well as what characteristics must be avoided for correct and successful science and engineering applications of AI. This book: Offers a brief history of AI and covers science and engineering applications Explores the modeling of physical phenomena using AI Discusses explainable AI (XAI) applications Covers the ethics of AI in science and engineering Features real‐world case studies Offering a probing view into the unique nature of scientific and engineering exploration, this book will be of interest to generalists and experts looking to expand their understanding of how AI can better tackle and advance technology and developments in scientific and engineering disciplines.

Smart Proxy Modeling

Shahab D. Mohaghegh
Smart Proxy Modeling Book PDF

Author : Shahab D. Mohaghegh
Publisher : CRC Press
Page : 188 pages
File Size : 49,7 Mb
Release : 2022-10-27
Category : Computers
ISBN : 9781000755190

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Smart Proxy Modeling by Shahab D. Mohaghegh Pdf

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.

Geological Storage of CO2

Jan Martin Nordbotten,Michael A. Celia
Geological Storage of CO2 Book PDF

Author : Jan Martin Nordbotten,Michael A. Celia
Publisher : Wiley
Page : 0 pages
File Size : 41,7 Mb
Release : 2011-10-24
Category : Technology & Engineering
ISBN : 111813706X

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Geological Storage of CO2 by Jan Martin Nordbotten,Michael A. Celia Pdf

Despite the large research effort in both public and commercial companies, no textbook has yet been written on this subject. This book aims to provide an overview to the topic of Carbon Capture and Storage (CSS), while at the same time focusing on the dominant processes and the mathematical and numerical methods that need to be employed in order to analyze the relevant systems. The book clearly states the carbon problem and the role of CCS and carbon storage. Thereafter, it provides an introduction to single phase and multi-phase flow in porous media, including some of the most common mathematical analysis and an overview of numerical methods for the equations. A considerable part of the book discusses the appropriate scales of modeling, and how to formulate consistent governing equations at these scales. The book also illustrates real world data sets and how the ideas in the book can be exploited through combinations of analytical and numerical approaches.

Geologic Carbon Sequestration

V. Vishal,T.N. Singh
Geologic Carbon Sequestration Book PDF

Author : V. Vishal,T.N. Singh
Publisher : Springer
Page : 338 pages
File Size : 52,9 Mb
Release : 2016-05-11
Category : Science
ISBN : 9783319270197

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Geologic Carbon Sequestration by V. Vishal,T.N. Singh Pdf

This exclusive compilation written by eminent experts from more than ten countries, outlines the processes and methods for geologic sequestration in different sinks. It discusses and highlights the details of individual storage types, including recent advances in the science and technology of carbon storage. The topic is of immense interest to geoscientists, reservoir engineers, environmentalists and researchers from the scientific and industrial communities working on the methodologies for carbon dioxide storage. Increasing concentrations of anthropogenic carbon dioxide in the atmosphere are often held responsible for the rising temperature of the globe. Geologic sequestration prevents atmospheric release of the waste greenhouse gases by storing them underground for geologically significant periods of time. The book addresses the need for an understanding of carbon reservoir characteristics and behavior. Other book volumes on carbon capture, utilization and storage (CCUS) attempt to cover the entire process of CCUS, but the topic of geologic sequestration is not discussed in detail. This book focuses on the recent trends and up-to-date information on different storage rock types, ranging from deep saline aquifers to coal to basaltic formations.

Geological Storage of CO2 – Long Term Security Aspects

Axel Liebscher,Ute Münch
Geological Storage of CO2 Long Term Security Aspects Book PDF

Author : Axel Liebscher,Ute Münch
Publisher : Springer
Page : 245 pages
File Size : 45,8 Mb
Release : 2015-02-21
Category : Science
ISBN : 9783319139302

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Geological Storage of CO2 – Long Term Security Aspects by Axel Liebscher,Ute Münch Pdf

This book explores the industrial use of secure, permanent storage technologies for carbon dioxide (CO2), especially geological CO2 storage. Readers are invited to discover how this greenhouse gas could be spared from permanent release into the atmosphere through storage in deep rock formations. Themes explored here include CO2 reservoir management, caprock formation, bio-chemical processes and fluid migration. Particular attention is given to groundwater protection, the improvement of sensor technology, borehole seals and cement quality. A collaborative work by scientists and industrial partners, this volume presents original research, it investigates several aspects of innovative technologies for medium-term use and it includes a detailed risk analysis. Coal-based power generation, energy consuming industrial processes (such as steel and cement) and the burning of biomass all result in carbon dioxide. Those involved in such industries who are considering geological storage of CO2, as well as earth scientists and engineers will value this book and the innovative monitoring methods described. Researchers in the field of computer imaging and pattern recognition will also find something of interest in these chapters.

Geological Storage of Carbon Dioxide (CO2)

J Gluyas,S Mathias
Geological Storage of Carbon Dioxide CO2 Book PDF

Author : J Gluyas,S Mathias
Publisher : Elsevier
Page : 366 pages
File Size : 53,7 Mb
Release : 2013-11-23
Category : Technology & Engineering
ISBN : 9780857097279

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Geological Storage of Carbon Dioxide (CO2) by J Gluyas,S Mathias Pdf

Geological storage and sequestration of carbon dioxide, in saline aquifers, depleted oil and gas fields or unminable coal seams, represents one of the most important processes for reducing humankind’s emissions of greenhouse gases. Geological storage of carbon dioxide (CO2) reviews the techniques and wider implications of carbon dioxide capture and storage (CCS). Part one provides an overview of the fundamentals of the geological storage of CO2. Chapters discuss anthropogenic climate change and the role of CCS, the modelling of storage capacity, injectivity, migration and trapping of CO2, the monitoring of geological storage of CO2, and the role of pressure in CCS. Chapters in part two move on to explore the environmental, social and regulatory aspects of CCS including CO2 leakage from geological storage facilities, risk assessment of CO2 storage complexes and public engagement in projects, and the legal framework for CCS. Finally, part three focuses on a variety of different projects and includes case studies of offshore CO2 storage at Sleipner natural gas field beneath the North Sea, the CO2CRC Otway Project in Australia, on-shore CO2 storage at the Ketzin pilot site in Germany, and the K12-B CO2 injection project in the Netherlands. Geological storage of carbon dioxide (CO2) is a comprehensive resource for geoscientists and geotechnical engineers and academics and researches interested in the field. Reviews the techniques and wider implications of carbon dioxide capture and storage (CCS) An overview of the fundamentals of the geological storage of CO2 discussing the modelling of storage capacity, injectivity, migration and trapping of CO2 among other subjects Explores the environmental, social and regulatory aspects of CCS including CO2 leakage from geological storage facilities, risk assessment of CO2 storage complexes and the legal framework for CCS

Advances in the Geological Storage of Carbon Dioxide

S. Lombardi,L.K. Altunina,S.E. Beaubien
Advances in the Geological Storage of Carbon Dioxide Book PDF

Author : S. Lombardi,L.K. Altunina,S.E. Beaubien
Publisher : Springer Science & Business Media
Page : 360 pages
File Size : 42,6 Mb
Release : 2006-01-02
Category : Science
ISBN : 9781402044717

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Advances in the Geological Storage of Carbon Dioxide by S. Lombardi,L.K. Altunina,S.E. Beaubien Pdf

As is now generally accepted mankind’s burning of fossil fuels has resulted in the mass transfer of greenhouse gases to the atmosphere, a modification of the delicately-balanced global carbon cycle, and a measurable change in world-wide temperatures and climate. Although not the most powerful greenhouse gas, carbon dioxide (CO) drives climate 2 change due to the enormous volumes of this gas pumped into the atmosphere every day. Produced in almost equal parts by the transportation, industrial and energy-generating sectors, atmospheric CO concentrations have 2 increased by about 50% over the last 300 years, and according to some sources are predicted to increase by up to 200% over pre-industrial levels during the next 100 years. If we are to reverse this trend, in order to prevent significant environmental change in the future, action must be taken immediately. While reduced use of fossil fuels (through conservation, increased efficiency and expanded use of renewable energy sources) must be our ultimate goal, short to medium term solutions are needed which can make an impact today. Various types of CO storage techniques have been proposed to fill this 2 need, with the injection of this gas into deep geological reservoirs being one of the most promising. For example this approach has the potential to become a closed loop system, whereby underground energy resources are brought to surface, their energy extracted (via burning or hydrogen extraction), and the resulting by-products returned to the subsurface.

Engineering Aspects of Geologic CO2 Storage

Dayanand Saini
Engineering Aspects of Geologic CO2 Storage Book PDF

Author : Dayanand Saini
Publisher : Springer
Page : 73 pages
File Size : 42,9 Mb
Release : 2017-03-22
Category : Technology & Engineering
ISBN : 9783319560748

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Engineering Aspects of Geologic CO2 Storage by Dayanand Saini Pdf

This timely book explores the lessons learned in and potentials of injecting supercritical CO2 into depleted oil and gas reservoirs, in order to maximize both hydrocarbon recovery and the storage capacities of injected CO2. The author provides a detailed discussion of key engineering parameters of simultaneous CO2 enhanced oil recovery and CO2 storage in depleted hydrocarbon reservoirs. These include candidate site selection, CO2 oil miscibility, maximizing CO2-storage capacity in enhanced oil recovery operations, well configurations, and cap and reservoir rock integrity. The book will help practicing professionals devise strategies to curb greenhouse gas emissions from the use of fossil fuels for energy production via geologic CO2 storage, while developing CO2 injection as an economically viable and environmentally sensible business model for hydrocarbon exploration and production in a low carbon economy.

Carbon Dioxide Sequestration in Geological Media

Matthias Grobe,Jack C. Pashin,Rebecca L. Dodge
Carbon Dioxide Sequestration in Geological Media Book PDF

Author : Matthias Grobe,Jack C. Pashin,Rebecca L. Dodge
Publisher : AAPG
Page : 702 pages
File Size : 49,9 Mb
Release : 2010-03-01
Category : Science
ISBN : 9780891810667

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Carbon Dioxide Sequestration in Geological Media by Matthias Grobe,Jack C. Pashin,Rebecca L. Dodge Pdf

Over the past 20 years, the concept of storing or permanently storing carbon dioxide in geological media has gained increasing attention as part of the important technology option of carbon capture and storage within a portfolio of options aimed at reducing anthropogenic emissions of greenhouse gases to the earths atmosphere. This book is structured into eight parts, and, among other topics, provides an overview of the current status and challenges of the science, regional assessment studies of carbon dioxide geological sequestration potential, and a discussion of the economics and regulatory aspects of carbon dioxide sequestration.

The Industrial Base for Carbon Dioxide Storage

David S. Ortiz,Constantine Samaras,Edmundo Molina-Perez
The Industrial Base for Carbon Dioxide Storage Book PDF

Author : David S. Ortiz,Constantine Samaras,Edmundo Molina-Perez
Publisher : Rand Corporation
Page : 91 pages
File Size : 48,7 Mb
Release : 2013-03-15
Category : Business & Economics
ISBN : 9780833081179

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The Industrial Base for Carbon Dioxide Storage by David S. Ortiz,Constantine Samaras,Edmundo Molina-Perez Pdf

Carbon capture and storage (CCS) is the process of capturing carbon dioxide (CO2) prior to its being emitted into the atmosphere, then either using it in a commercial application or storing it in geological formations for hundreds to thousands of years. If policies aimed at large reductions of CO2 emissions from industrial sources and power plants are enacted, more CCS will be needed. RAND researchers explored the ability of the industrial base supporting the transportation and storage of CO2 to expand, assessing the industrial base for transportation and injection for CO2 for both geologic storage and enhanced oil recovery. They also identified and quantified the activities, equipment, and labor required for transporting CO2 to an injection site, using it in oil recovery, and storing it in a geologic formation. RAND developed four scenarios for future CCS development and determined that under most of them, significant expansion of geologic storage capacity is required after 2025, and that based on current activities, it appears that the industrial base supporting the development of geologic storage has the ability to meet increased needs for CO2 storage.

CO2 Storage in Carboniferous Formations and Abandoned Coal Mines

Manchao He,Luis Ribeiro e Sousa,Derek Elsworth,Euripedes Vargas Jr.
CO2 Storage in Carboniferous Formations and Abandoned Coal Mines Book PDF

Author : Manchao He,Luis Ribeiro e Sousa,Derek Elsworth,Euripedes Vargas Jr.
Publisher : CRC Press
Page : 216 pages
File Size : 49,7 Mb
Release : 2011-09-16
Category : Science
ISBN : 9781466512726

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CO2 Storage in Carboniferous Formations and Abandoned Coal Mines by Manchao He,Luis Ribeiro e Sousa,Derek Elsworth,Euripedes Vargas Jr. Pdf

Underground geological storage of carbon dioxide (CO2) has considerable potential for mitigating climate change. CO2 can be safely injected and stored at well characterized and properly managed sites. Injecting carbon dioxide in deep geological formations can store it underground for long periods of time. Depleted oil and gas reservoirs, saline aquifers and carboniferous formations can be used for storage of CO2, as well as in abandoned coal mines. At depths below about 800-1000m, CO2 has a liquid-like density that permits the efficient use of underground reservoirs in porous sedimentary rocks. The papers in the present volume are from leading experts in the field of CO2 storage and were presented at an International Workshop on CO2 Storage in Carboniferous Formations and Abandoned Coal Mines (Beijing, China, 8-9 January 2011). CO2 storage in abandoned coal mines appears to have a bright future. Although CO2 Storage in Carboniferous Formations and Abandoned Coal Mines is primarily intended for mining engineers, environmental engineers and engineering geologists, the book will also be useful to civil engineers, and academics and professionals in geophysics and geochemistry.

Geological CO2 Storage Characterization

Ronald C. Surdam
Geological CO2 Storage Characterization Book PDF

Author : Ronald C. Surdam
Publisher : Springer Science & Business Media
Page : 301 pages
File Size : 42,9 Mb
Release : 2013-12-12
Category : Science
ISBN : 9781461457886

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Geological CO2 Storage Characterization by Ronald C. Surdam Pdf

This book investigates geological CO2 storage and its role in greenhouse gas emissions reduction, enhanced oil recovery, and environmentally responsible use of fossil fuels. Written for energy/environmental regulators at every level of government (federal, state, etc.), scientists/academics, representatives from the power and fossil energy sectors, NGOs, and other interested parties, this book uses the characterization of the Rock Springs Uplift site in Wyoming as an integrated case study to illustrate the application of geological CO2 storage science, principles, and theory in a real-world scenario.

Geologically Storing Carbon

Peter Cook
Geologically Storing Carbon Book PDF

Author : Peter Cook
Publisher : CSIRO PUBLISHING
Page : 407 pages
File Size : 48,7 Mb
Release : 2014-08-18
Category : Nature
ISBN : 9781486302314

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Geologically Storing Carbon by Peter Cook Pdf

Carbon capture and geological storage (CCS) is presently the only way that we can make deep cuts in emissions from fossil fuel-based, large-scale sources of CO2 such as power stations and industrial plants. But if this technology is to be acceptable to the community, it is essential that it is credibly demonstrated by world-class scientists and engineers in an open and transparent manner at a commercially significant scale. The aim of the Otway Project was to do just this. Geologically Storing Carbon provides a detailed account of the CO2CRC Otway Project, one of the most comprehensive demonstrations of the deep geological storage or geosequestration of carbon dioxide undertaken anywhere. This book of 18 comprehensive chapters written by leading experts in the field is concerned with outstanding science, but it is not just a collection of scientific papers – it is about 'learning by doing'. For example, it explains how the project was organised, managed, funded and constructed, as well as the approach taken to community issues, regulations and approvals. It also describes how to understand the site: Are the rocks mechanically suitable? Will the CO2 leak? Is there enough storage capacity? Is monitoring effective? This is the book for geologists, engineers, regulators, project developers, industry, communities or anyone who wants to better understand how a carbon storage project really 'works'. It is also for people concerned with obtaining an in-depth appreciation of one of the key technology options for decreasing greenhouse emissions to the atmosphere.