Assisted History Matching for Unconventional Reservoirs

As unconventional reservoir activity grows in demand, reservoir engineers relying on history matching are challenged with this time-consuming task in order to characterize hydraulic fracture and reservoir properties, which are expensive and difficult to obtain. Assisted History Matching for Unconventional Reservoirs delivers a critical tool for today's engineers proposing an Assisted History Matching (AHM) workflow. The AHM workflow has benefits of quantifying uncertainty without bias or being trapped in any local minima and this reference helps the engineer integrate an efficient and non-intrusive model for fractures that work with any commercial simulator. Additional benefits include various applications of field case studies such as the Marcellus shale play and visuals on the advantages and disadvantages of alternative models. Rounding out with additional references for deeper learning, Assisted History Matching for Unconventional Reservoirs gives reservoir engineers a holistic view on how to model today's fractures and unconventional reservoirs. Provides understanding on simulations for hydraulic fractures, natural fractures, and shale reservoirs using embedded discrete fracture model (EDFM) Reviews automatic and assisted history matching algorithms including visuals on advantages and limitations of each model Captures data on uncertainties of fractures and reservoir properties for better probabilistic production forecasting and well placement

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  • Author : Sutthaporn Tripoppoom
  • Publisher : Gulf Professional Publishing
  • Pages : 330 pages
  • ISBN : 9780128222423
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKAssisted History Matching for Unconventional Reservoirs

Assisted History Matching for Unconventional Reservoirs

Assisted History Matching for Unconventional Reservoirs
  • Author : Sutthaporn Tripoppoom,Wei Yu,Kamy Sepehrnoori,Jijun Miao
  • Publisher : Gulf Professional Publishing
  • Release : 15 August 2021
GET THIS BOOKAssisted History Matching for Unconventional Reservoirs

As unconventional reservoir activity grows in demand, reservoir engineers relying on history matching are challenged with this time-consuming task in order to characterize hydraulic fracture and reservoir properties, which are expensive and difficult to obtain. Assisted History Matching for Unconventional Reservoirs delivers a critical tool for today's engineers proposing an Assisted History Matching (AHM) workflow. The AHM workflow has benefits of quantifying uncertainty without bias or being trapped in any local minima and this reference helps the engineer integrate an

Assisted History Matching Workflow for Unconventional Reservoirs

Assisted History Matching Workflow for Unconventional Reservoirs
  • Author : Sutthaporn Tripoppoom
  • Publisher : Unknown Publisher
  • Release : 25 January 2021
GET THIS BOOKAssisted History Matching Workflow for Unconventional Reservoirs

The information of fractures geometry and reservoir properties can be retrieved from the production data, which is always available at no additional cost. However, in unconventional reservoirs, it is insufficient to obtain only one realization because the non-uniqueness of history matching and subsurface uncertainties cannot be captured. Therefore, the objective of this study is to obtain multiple realizations in shale reservoirs by adopting Assisted History Matching (AHM). We used multiple proxy-based Markov Chain Monte Carlo (MCMC) algorithm and Embedded Discrete

Shale Gas and Tight Oil Reservoir Simulation

Shale Gas and Tight Oil Reservoir Simulation
  • Author : Wei Yu,Kamy Sepehrnoori
  • Publisher : Gulf Professional Publishing
  • Release : 10 August 2018
GET THIS BOOKShale Gas and Tight Oil Reservoir Simulation

Shale Gas and Tight Oil Reservoir Simulation delivers the latest research and applications used to better manage and interpret simulating production from shale gas and tight oil reservoirs. Starting with basic fundamentals, the book then includes real field data that will not only generate reliable reserve estimation, but also predict the effective range of reservoir and fracture properties through multiple history matching solutions. Also included are new insights into the numerical modelling of CO2 injection for enhanced oil recovery in

Petrophysical Characterization and Fluids Transport in Unconventional Reservoirs

Petrophysical Characterization and Fluids Transport in Unconventional Reservoirs
  • Author : Jianchao Cai,Xiangyun Hu
  • Publisher : Elsevier
  • Release : 24 January 2019
GET THIS BOOKPetrophysical Characterization and Fluids Transport in Unconventional Reservoirs

Petrophysical Characterization and Fluids Transport in Unconventional Reservoirs presents a comprehensive look at these new methods and technologies for the petrophysical characterization of unconventional reservoirs, including recent theoretical advances and modeling on fluids transport in unconventional reservoirs. The book is a valuable tool for geoscientists and engineers working in academia and industry. Many novel technologies and approaches, including petrophysics, multi-scale modelling, rock reconstruction and upscaling approaches are discussed, along with the challenge of the development of unconventional reservoirs and the

Shale Gas and Tight Oil Reservoir Simulation

Shale Gas and Tight Oil Reservoir Simulation
  • Author : Wei Yu,Kamy Sepehrnoori
  • Publisher : Gulf Professional Publishing
  • Release : 10 August 2018
GET THIS BOOKShale Gas and Tight Oil Reservoir Simulation

Shale Gas and Tight Oil Reservoir Simulation delivers the latest research and applications used to better manage and interpret simulating production from shale gas and tight oil reservoirs. Starting with basic fundamentals, the book then includes real field data that will not only generate reliable reserve estimation, but also predict the effective range of reservoir and fracture properties through multiple history matching solutions. Also included are new insights into the numerical modelling of CO2 injection for enhanced oil recovery in

Intelligent Digital Oil and Gas Fields

Intelligent Digital Oil and Gas Fields
  • Author : Gustavo Carvajal,Marko Maucec,Stan Cullick
  • Publisher : Gulf Professional Publishing
  • Release : 14 December 2017
GET THIS BOOKIntelligent Digital Oil and Gas Fields

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

Data-Driven Analytics for the Geological Storage of CO2

Data-Driven Analytics for the Geological Storage of CO2
  • Author : Shahab Mohaghegh
  • Publisher : CRC Press
  • Release : 20 May 2018
GET THIS BOOKData-Driven Analytics for the Geological Storage of CO2

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

Uncertainty Quantification of Unconventional Reservoirs Using Assisted History Matching Methods

Uncertainty Quantification of Unconventional Reservoirs Using Assisted History Matching Methods
  • Author : Esmail Mohamed Khalil Eltahan
  • Publisher : Unknown Publisher
  • Release : 25 January 2021
GET THIS BOOKUncertainty Quantification of Unconventional Reservoirs Using Assisted History Matching Methods

A hallmark of unconventional reservoirs is characterization uncertainty. Assisted History Matching (AHM) methods provide attractive means for uncertainty quantification (UQ), because they yield an ensemble of qualifying models instead of a single candidate. Here we integrate embedded discrete fracture model (EDFM), one of fractured-reservoirs modeling techniques, with a commercial AHM and optimization tool. We develop a new parameterization scheme that allows for altering individual properties of multiple wells or fracture groups. The reservoir is divided into three types of regions:

Shale Analytics

Shale Analytics
  • Author : Shahab D. Mohaghegh
  • Publisher : Springer
  • Release : 09 February 2017
GET THIS BOOKShale Analytics

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

Reservoir Engineering

Reservoir Engineering
  • Author : Abdus Satter,Ghulam M. Iqbal
  • Publisher : Gulf Professional Publishing
  • Release : 22 September 2015
GET THIS BOOKReservoir Engineering

Reservoir Engineering focuses on the fundamental concepts related to the development of conventional and unconventional reservoirs and how these concepts are applied in the oil and gas industry to meet both economic and technical challenges. Written in easy to understand language, the book provides valuable information regarding present-day tools, techniques, and technologies and explains best practices on reservoir management and recovery approaches. Various reservoir workflow diagrams presented in the book provide a clear direction to meet the challenges of the

Introduction to Genetic Algorithms

Introduction to Genetic Algorithms
  • Author : S.N. Sivanandam,S. N. Deepa
  • Publisher : Springer Science & Business Media
  • Release : 24 October 2007
GET THIS BOOKIntroduction to Genetic Algorithms

This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization problems using C and C++ as well as simulated solutions for genetic algorithm problems using MATLAB 7.0. It also includes application case studies on genetic algorithms in emerging fields.

Unconventional Oil and Gas Resources Handbook

Unconventional Oil and Gas Resources Handbook
  • Author : Y Zee Ma,Stephen Holditch
  • Publisher : Gulf Professional Publishing
  • Release : 06 October 2015
GET THIS BOOKUnconventional Oil and Gas Resources Handbook

Unconventional Oil and Gas Resources Handbook: Evaluation and Development is a must-have, helpful handbook that brings a wealth of information to engineers and geoscientists. Bridging between subsurface and production, the handbook provides engineers and geoscientists with effective methodology to better define resources and reservoirs. Better reservoir knowledge and innovative technologies are making unconventional resources economically possible, and multidisciplinary approaches in evaluating these resources are critical to successful development. Unconventional Oil and Gas Resources Handbook takes this approach, covering a wide

Reservoir Formation Damage

Reservoir Formation Damage
  • Author : Faruk Civan,Faruk Civan, PhD
  • Publisher : Elsevier
  • Release : 30 August 2011
GET THIS BOOKReservoir Formation Damage

Reservoir Formation Damage, Second edition is a comprehensive treatise of the theory and modeling of common formation damage problems and is an important guide for research and development, laboratory testing for diagnosis and effective treatment, and tailor-fit- design of optimal strategies for mitigation of reservoir formation damage. The new edition includes field case histories and simulated scenarios demonstrating the consequences of formation damage in petroleum reservoirs Faruk Civan, Ph.D., is an Alumni Chair Professor in the Mewbourne School of

Principles of Applied Reservoir Simulation

Principles of Applied Reservoir Simulation
  • Author : John R. Fanchi
  • Publisher : Elsevier
  • Release : 25 January 2021
GET THIS BOOKPrinciples of Applied Reservoir Simulation

What makes this book so different and valuable to the engineer is the accompanying software, used by reservoir engineers all over the world every day. The new software, IFLO (replacing WINB4D, in previous editions), is a simulator that the engineer can easily install in a Windows operating environment. IFLO generates simulations of how the well can be tapped and feeds this to the engineer in dynamic 3D perspective. This completely new software is much more functional, with better graphics