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Introduction To Geological Uncertainty Management In Reservoir Characterization And Optimization


Introduction To Geological Uncertainty Management In Reservoir Characterization And Optimization
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Introduction To Geological Uncertainty Management In Reservoir Characterization And Optimization


Introduction To Geological Uncertainty Management In Reservoir Characterization And Optimization
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Author : Reza Yousefzadeh
language : en
Publisher: Springer Nature
Release Date : 2023-04-08

Introduction To Geological Uncertainty Management In Reservoir Characterization And Optimization written by Reza Yousefzadeh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-08 with Technology & Engineering categories.


This book explores methods for managing uncertainty in reservoir characterization and optimization. It covers the fundamentals, challenges, and solutions to tackle the challenges made by geological uncertainty. The first chapter discusses types and sources of uncertainty and the challenges in different phases of reservoir management, along with general methods to manage it. The second chapter focuses on geological uncertainty, explaining its impact on field development and methods to handle it using prior information, seismic and petrophysical data, and geological parametrization. The third chapter deals with reducing geological uncertainty through history matching and the various methods used, including closed-loop management, ensemble assimilation, and stochastic optimization. The fourth chapter presents dimensionality reduction methods to tackle high-dimensional geological realizations. The fifth chapter covers field development optimization using robust optimization, including solutions for its challenges such as high computational cost and risk attitudes. The final chapter introduces different types of proxy models in history matching and robust optimization, discussing their pros and cons, and applications. The book will be of interest to researchers and professors, geologists and professionals in oil and gas production and exploration.



Advances In Data Methods Models And Their Applications In Geoscience


Advances In Data Methods Models And Their Applications In Geoscience
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Author : DongMei Chen
language : en
Publisher: BoD – Books on Demand
Release Date : 2011-12-22

Advances In Data Methods Models And Their Applications In Geoscience written by DongMei Chen and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-22 with Science categories.


With growing attention on global environmental and climate change, geoscience has experienced rapid change and development in the last three decades. Many new data, methods and modeling techniques have been developed and applied in various aspects of geoscience. The chapters collected in this book present an excellent profile of the current state of various data, analysis methods and modeling techniques, and demonstrate their applications from hydrology, geology and paleogeomorphology, to geophysics, environmental and climate change. The wide range methods and techniques covered in the book include information systems and technology, global position system (GPS), digital sediment core image analysis, fuzzy set theory for hydrology, spatial interpolation, spectral analysis of geophysical data, GIS-based hydrological models, high resolution geological models, 3D sedimentology, change detection from remote sensing, etc. Besides two comprehensive review articles, most chapters focus on in-depth studies of a particular method or technique.



Seismic Reservoir Characterization


Seismic Reservoir Characterization
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Author : Philippe Doyen
language : en
Publisher:
Release Date : 2007

Seismic Reservoir Characterization written by Philippe Doyen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Geology categories.




The Control Theory And Application For Well Pattern Optimization Of Heterogeneous Sandstone Reservoirs


The Control Theory And Application For Well Pattern Optimization Of Heterogeneous Sandstone Reservoirs
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Author : Dehua Liu
language : en
Publisher: Springer
Release Date : 2017-03-15

The Control Theory And Application For Well Pattern Optimization Of Heterogeneous Sandstone Reservoirs written by Dehua Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-15 with Science categories.


The book is focused primarily on characteristics and determinative methods of reservoir orientation, the concept of vector well pattern and corresponding realistic techniques of well pattern deployment, well pattern control principles, Optimum design of well pattern based on the reservoir direction characteristics, and the schemes of well spacing density regulation at different stages of development. The procedures for improving water flooding efficiency have been provided. This book is suitable for reservoir engineering managers, reservoir engineers, and students of petroleum engineering.



Principles Of Petroleum Geoscience


Principles Of Petroleum Geoscience
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Author : Ashok Vaidya
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Principles Of Petroleum Geoscience written by Ashok Vaidya and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.


"Principles of Petroleum Geoscience" offers a comprehensive exploration of essential concepts and methodologies in the field. Authored by experts, we bridge geology, geophysics, engineering, and environmental science, providing an interdisciplinary perspective. Our topics span sedimentary basin analysis, reservoir characterization, seismic interpretation, and well logging, along with the latest advancements in research and technology. We present real-world examples and case studies to illustrate practical applications in petroleum exploration and production, helping readers grasp complex ideas through practical insights. With up-to-date content, this resource is invaluable for students, researchers, and professionals in petroleum geoscience, equipping them to meet modern challenges in hydrocarbon exploration and development.



Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization And Modeling


Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization And Modeling
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Author : Y. Z. Ma
language : en
Publisher: Springer
Release Date : 2019-07-15

Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization And Modeling written by Y. Z. Ma and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-15 with Technology & Engineering categories.


Earth science is becoming increasingly quantitative in the digital age. Quantification of geoscience and engineering problems underpins many of the applications of big data and artificial intelligence. This book presents quantitative geosciences in three parts. Part 1 presents data analytics using probability, statistical and machine-learning methods. Part 2 covers reservoir characterization using several geoscience disciplines: including geology, geophysics, petrophysics and geostatistics. Part 3 treats reservoir modeling, resource evaluation and uncertainty analysis using integrated geoscience, engineering and geostatistical methods. As the petroleum industry is heading towards operating oil fields digitally, a multidisciplinary skillset is a must for geoscientists who need to use data analytics to resolve inconsistencies in various sources of data, model reservoir properties, evaluate uncertainties, and quantify risk for decision making. This book intends to serve as a bridge for advancing the multidisciplinary integration for digital fields. The goal is to move beyond using quantitative methods individually to an integrated descriptive-quantitative analysis. In big data, everything tells us something, but nothing tells us everything. This book emphasizes the integrated, multidisciplinary solutions for practical problems in resource evaluation and field development.



Big Data Analytics For Cyber Physical Systems


Big Data Analytics For Cyber Physical Systems
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Author : Shiyan Hu
language : en
Publisher: Springer Nature
Release Date : 2020-06-25

Big Data Analytics For Cyber Physical Systems written by Shiyan Hu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-25 with Computers categories.


This book highlights research and survey articles dedicated to big data techniques for cyber-physical system (CPS), which addresses the close interactions and feedback controls between cyber components and physical components. The book first discusses some fundamental big data problems and solutions in large scale distributed CPSs. The book then addresses the design and control challenges in multiple CPS domains such as vehicular system, smart city, smart building, and digital microfluidic biochips. This book also presents the recent advances and trends in the maritime simulation system and the flood defence system.



Uncertainty Analysis And Reservoir Modeling


Uncertainty Analysis And Reservoir Modeling
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Author : Y. Zee Ma
language : en
Publisher: AAPG
Release Date : 2011-12-20

Uncertainty Analysis And Reservoir Modeling written by Y. Zee Ma and has been published by AAPG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-20 with Science categories.




Decision Making Under Uncertainty


Decision Making Under Uncertainty
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Author : Claude Greengard
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Decision Making Under Uncertainty written by Claude Greengard and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.


In the ideal world, major decisions would be made based on complete and reliable information available to the decision maker. We live in a world of uncertainties, and decisions must be made from information which may be incomplete and may contain uncertainty. The key mathematical question addressed in this volume is "how to make decision in the presence of quantifiable uncertainty." The volume contains articles on model problems of decision making process in the energy and power industry when the available information is noisy and/or incomplete. The major tools used in studying these problems are mathematical modeling and optimization techniques; especially stochastic optimization. These articles are meant to provide an insight into this rapidly developing field, which lies in the intersection of applied statistics, probability, operations research, and economic theory. It is hoped that the present volume will provide entry to newcomers into the field, and stimulation for further research.



Spe Journal


Spe Journal
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Author :
language : en
Publisher:
Release Date : 2009

Spe Journal written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Petroleum engineering categories.