Assisted History Matching for Unconventional Reservoirs

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  • Author : Sutthaporn Tripoppoom
  • Publisher : Gulf Professional Publishing
  • Pages : 288 pages
  • ISBN : 0128222433
  • Rating : /5 from reviews
CLICK HERE TO GET THIS BOOK >>>Assisted History Matching for Unconventional Reservoirs

Download or Read online Assisted History Matching for Unconventional Reservoirs full in PDF, ePub and kindle. this book written by Sutthaporn Tripoppoom and published by Gulf Professional Publishing which was released on 05 August 2021 with total page 288 pages. We cannot guarantee that Assisted History Matching for Unconventional Reservoirs book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. 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

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 : 05 August 2021
GET THIS BOOK 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

Assisted History Matching Workflow for Unconventional Reservoirs

Assisted History Matching Workflow for Unconventional Reservoirs
  • Author : Sutthaporn Tripoppoom
  • Publisher : Unknown
  • Release : 18 January 2022
GET THIS BOOK Assisted 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

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
  • Release : 18 January 2022
GET THIS BOOK Uncertainty 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:

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 BOOK Intelligent 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

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 BOOK Petrophysical 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

Embedded Discrete Fracture Modeling and Application in Reservoir Simulation

Embedded Discrete Fracture Modeling and Application in Reservoir Simulation
  • Author : Kamy Sepehrnoori,Yifei Xu,Wei Yu
  • Publisher : Elsevier
  • Release : 27 August 2020
GET THIS BOOK Embedded Discrete Fracture Modeling and Application in Reservoir Simulation

The development of naturally fractured reservoirs, especially shale gas and tight oil reservoirs, exploded in recent years due to advanced drilling and fracturing techniques. However, complex fracture geometries such as irregular fracture networks and non-planar fractures are often generated, especially in the presence of natural fractures. Accurate modelling of production from reservoirs with such geometries is challenging. Therefore, Embedded Discrete Fracture Modeling and Application in Reservoir Simulation demonstrates how production from reservoirs with complex fracture geometries can be modelled efficiently

Unconventional Reservoir Rate Transient Analysis

Unconventional Reservoir Rate Transient Analysis
  • Author : Christopher R. Clarkson
  • Publisher : Gulf Professional Publishing
  • Release : 25 June 2021
GET THIS BOOK Unconventional Reservoir Rate Transient Analysis

Unconventional Reservoir Rate-Transient Analysis: Volume One, Fundamentals, Analysis Methods and Workflow provides a comprehensive review of RTA methods, helping petroleum engineers and geoscientists understand how to confidently apply RTA to tight reservoirs exhibiting single-phase flow of oil and gas. The book provides practitioners with an overview of the basic concepts used in RTA, including flow-regime identification and application of straight-line analysis, type-curve analysis, and model history-matching approaches that are applicable to low-complexity, tight reservoirs exhibiting single-phase flow of oil and

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 BOOK Shale 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

A Probabilistic Workflow for Uncertainty Analysis Using a Proxy based Approach Applied to Tight Reservoir Simulation Studies

A Probabilistic Workflow for Uncertainty Analysis Using a Proxy based Approach Applied to Tight Reservoir Simulation Studies
  • Author : Marut Wantawin
  • Publisher : Unknown
  • Release : 18 January 2022
GET THIS BOOK A Probabilistic Workflow for Uncertainty Analysis Using a Proxy based Approach Applied to Tight Reservoir Simulation Studies

Uncertainty associated with reservoir simulation studies should be thoroughly captured during history matching process and adequately explained during production forecasts. Lacking information and limited accuracy of measurements typically cause uncertain reservoir properties in the reservoir simulation models. Unconventional tight reservoirs, for instances, often deal with complex dynamic flow behavior and inexact dimensions of hydraulic fractures that directly affect production estimation. Non-unique history matching solutions on the basis of probabilistic logic are recognized in order to avoid underestimating prediction results. Assisted

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 BOOK Data 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

Shale Analytics

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

Performance Analysis and Optimization of Well Production in Unconventional Resource Plays

Performance Analysis and Optimization of Well Production in Unconventional Resource Plays
  • Author : Baljit Singh Sehbi
  • Publisher : Unknown
  • Release : 18 January 2022
GET THIS BOOK Performance Analysis and Optimization of Well Production in Unconventional Resource Plays

The Unconventional Resource Plays consisting of the lowest tier of resources (large volumes and most difficult to develop) have been the main focus of US domestic activity during recent times. Horizontal well drilling and hydraulic fracturing completion technology have been primarily responsible for this paradigm shift. The concept of drainage volume is being examined using pressure diffusion along streamlines. We use diffusive time of flight to optimize the number of hydraulic fracture stages in horizontal well application for Tight Gas

Applications of Data Management and Analysis

Applications of Data Management and Analysis
  • Author : Mohammad Moshirpour,Behrouz H. Far,Reda Alhajj
  • Publisher : Springer
  • Release : 04 October 2018
GET THIS BOOK Applications of Data Management and Analysis

This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective. Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management

A Hierarchical History Matching Method and Its Applications

A Hierarchical History Matching Method and Its Applications
  • Author : Jichao Yin
  • Publisher : Unknown
  • Release : 18 January 2022
GET THIS BOOK A Hierarchical History Matching Method and Its Applications

Modern reservoir management typically involves simulations of geological models to predict future recovery estimates, providing the economic assessment of different field development strategies. Integrating reservoir data is a vital step in developing reliable reservoir performance models. Currently, most effective strategies for traditional manual history matching commonly follow a structured approach with a sequence of adjustments from global to regional parameters, followed by local changes in model properties. In contrast, many of the recent automatic history matching methods utilize parameter sensitivities