A Hierarchical History Matching Method and Its Applications

Written By Jichao Yin
A Hierarchical History Matching Method and Its Applications
  • Publsiher : Unknown
  • Release : 01 August 2021
  • ISBN :
  • Pages : pages
  • Rating : /5 from reviews
GET THIS BOOKA Hierarchical History Matching Method and Its Applications


Download or read book entitled A Hierarchical History Matching Method and Its Applications by author: Jichao Yin which was release on 01 August 2021 and published by Unknown with total page pages . This book available in PDF, EPUB and Kindle Format. 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 or gradients to directly update the fine-scale reservoir properties, often ignoring geological inconsistency. Therefore, there is need for combining elements of all of these scales in a seamless manner. We present a hierarchical streamline-assisted history matching, with a framework of global-local updates. A probabilistic approach, consisting of design of experiments, response surface methodology and the genetic algorithm, is used to understand the uncertainty in the large-scale static and dynamic parameters. This global update step is followed by a streamline-based model calibration for high resolution reservoir heterogeneity. This local update step assimilates dynamic production data. We apply the genetic global calibration to unconventional shale gas reservoir specifically we include stimulated reservoir volume as a constraint term in the data integration to improve history matching and reduce prediction uncertainty. We introduce a novel approach for efficiently computing well drainage volumes for shale gas wells with multistage fractures and fracture clusters, and we will filter stochastic shale gas reservoir models by comparing the computed drainage volume with the measured SRV within specified confidence limits. Finally, we demonstrate the value of integrating downhole temperature measurements as coarse-scale constraint during streamline-based history matching of dynamic production data. We first derive coarse-scale permeability trends in the reservoir from temperature data. The coarse information are then downscaled into fine scale permeability by sequential Gaussian simulation with block kriging, and updated by local-scale streamline-based history matching. he power and utility of our approaches have been demonstrated using both synthetic and field examples.

A Hierarchical History Matching Method and Its Applications

A Hierarchical History Matching Method and Its Applications
  • Author : Jichao Yin
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 212
  • ISBN :
GET BOOK

Summary : 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 ...

A Hierarchical Multiscale Approach to History Matching and Optimization for Reservoir Management in Mature Fields

A Hierarchical Multiscale Approach to History Matching and Optimization for Reservoir Management in Mature Fields
  • Author : Han-Young Park
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 212
  • ISBN :
GET BOOK

Summary : Reservoir management typically focuses on maximizing oil and gas recovery from a reservoir based on facts and information while minimizing capital and operating investments. Modern reservoir management uses history-matched simulation model to predict the range of recovery or to provide the economic assessment of different field development strategies. Geological models ...

Statistical Methods and Applications from a Historical Perspective

Statistical Methods and Applications from a Historical Perspective
  • Author : Fabio Crescenzi,Stefania Mignani
  • Publisher : Springer
  • Release Date : 2014-06-19
  • Total pages : 414
  • ISBN :
GET BOOK

Summary : ‚ÄčThe book showcases a selection of peer-reviewed papers, the preliminary versions of which were presented at a conference held 11-13 June 2011 in Bologna and organized jointly by the Italian Statistical Society (SIS), the Institute national Institute of Statistics (ISTAT) and the Bank of Italy. The theme of the conference was "...

Cybernetics Cognition and Machine Learning Applications

Cybernetics  Cognition and Machine Learning Applications
  • Author : Vinit Kumar Gunjan,P. N. Suganthan,Jan Haase,Amit Kumar
  • Publisher : Springer Nature
  • Release Date : 2021-05-01
  • Total pages : 439
  • ISBN :
GET BOOK

Summary : This book includes the original, peer reviewed research articles from the 2nd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2020), held in August, 2020 at Goa, India. It covers the latest research trends or developments in areas of data science, artificial intelligence, neural networks, cognitive science and machine learning ...

SIAM Journal on Scientific Computing

SIAM Journal on Scientific Computing
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN :
GET BOOK

Summary : Read online SIAM Journal on Scientific Computing written by , published by which was released on 2008. Download full SIAM Journal on Scientific Computing Books now! Available in PDF, ePub and Kindle....

Brain Warping

Brain Warping
  • Author : Arthur W. Toga
  • Publisher : Elsevier
  • Release Date : 1998-11-17
  • Total pages : 385
  • ISBN :
GET BOOK

Summary : Brain Warping is the premier book in the field of brain mapping to cover the mathematics, physics, computer science, and neurobiological issues related to brain spatial transformation and deformation correction. All chapters are organized in a similar fashion, covering the history, theory, and implementation of the specific approach discussed for ...

Geophysical Inversion

Geophysical Inversion
  • Author : J. Bee Bednar
  • Publisher : SIAM
  • Release Date : 1992-01-01
  • Total pages : 453
  • ISBN :
GET BOOK

Summary : This collection of papers on geophysical inversion contains research and survey articles on where the field has been and where it's going, and what is practical and what is not. Topics covered include seismic tomography, migration and inverse scattering....

Computer Hardware Description Languages and their Applications

Computer Hardware Description Languages and their Applications
  • Author : D. Agnew,L. Claesen,R. Camposano
  • Publisher : Elsevier
  • Release Date : 2014-05-21
  • Total pages : 618
  • ISBN :
GET BOOK

Summary : Hardware description languages (HDLs) have established themselves as one of the principal means of designing electronic systems. The interest in and usage of HDLs continues to spread rapidly, driven by the increasing complexity of systems, the growth of HDL-driven synthesis, the research on formal design methods and many other related ...

Database and Expert Systems Applications

Database and Expert Systems Applications
  • Author : Dimitris Karagiannis
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-11-11
  • Total pages : 570
  • ISBN :
GET BOOK

Summary : The Database and Expert Systems Applications - DEXA - conferences are dedi cated to providing an international forum for the presentation of applications in the database and expert systems field, for the exchange of ideas and experiences, and for defining requirements for the future systems in these fields. After the ...

Computational Optimization and Applications in Engineering and Industry

Computational Optimization and Applications in Engineering and Industry
  • Author : Xin-She Yang,Slawomir Koziel
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-06-19
  • Total pages : 271
  • ISBN :
GET BOOK

Summary : Contemporary design in engineering and industry relies heavily on computer simulation and efficient algorithms to reduce the cost and to maximize the performance and sustainability as well as profits and energy efficiency. Solving an optimization problem correctly and efficiently requires not only the right choice of optimization algorithms and simulation ...

Proceedings of the International Field Exploration and Development Conference 2020

Proceedings of the International Field Exploration and Development Conference 2020
  • Author : Jia'en Lin
  • Publisher : Springer Nature
  • Release Date : 2021-07-19
  • Total pages : 3453
  • ISBN :
GET BOOK

Summary : This book is a compilation of selected papers from the 10th International Field Exploration and Development Conference (IFEDC 2020). The proceedings focuses on Reservoir Surveillance and Management, Reservoir Evaluation and Dynamic Description, Reservoir Production Stimulation and EOR, Ultra-Tight Reservoir, Unconventional Oil and Gas Resources Technology, Oil and Gas Well Production Testing, ...

Quantitative Geosciences Data Analytics Geostatistics Reservoir Characterization and Modeling

Quantitative Geosciences  Data Analytics  Geostatistics  Reservoir Characterization and Modeling
  • Author : Y. Z. Ma
  • Publisher : Springer
  • Release Date : 2019-07-15
  • Total pages : 640
  • ISBN :
GET BOOK

Summary : 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 ...

Database Systems For Advanced Applications 91 Proceedings Of The 2nd International Symposium On Database Systems For Advanced Applications

Database Systems For Advanced Applications  91   Proceedings Of The 2nd International Symposium On Database Systems For Advanced Applications
  • Author : Makinouchi Akifumi
  • Publisher : World Scientific
  • Release Date : 1992-09-21
  • Total pages : 568
  • ISBN :
GET BOOK

Summary : This book provides an authoritative overview of the global development of surgical paediatrics. Biographical accounts of key people who developed this relatively new specialty, many of whom are now household names, are presented. The compendium also acknowledges the enormous contribution of imaging (ultrasound/MRI and PET scans), minimal invasive surgery, ...

Eighth International Conference on Pattern Recognition Paris France October 27 31 1986

Eighth International Conference on Pattern Recognition  Paris  France  October 27 31  1986
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1986
  • Total pages : 1300
  • ISBN :
GET BOOK

Summary : Read online Eighth International Conference on Pattern Recognition Paris France October 27 31 1986 written by , published by which was released on 1986. Download full Eighth International Conference on Pattern Recognition Paris France October 27 31 1986 Books now! Available in PDF, ePub and Kindle....

Computational Science and Its Applications ICCSA 2004

Computational Science and Its Applications    ICCSA 2004
  • Author : Antonio Lagan√†,Marina L. Gavrilova,Vipin Kumar,Youngsong Mun,C.J. Kenneth Tan,Osvaldo Gervasi
  • Publisher : Springer
  • Release Date : 2004-04-26
  • Total pages : 1185
  • ISBN :
GET BOOK

Summary : The natural mission of Computational Science is to tackle all sorts of human problems and to work out intelligent automata aimed at alleviating the b- den of working out suitable tools for solving complex problems. For this reason ComputationalScience,thoughoriginatingfromtheneedtosolvethemostch- lenging problems in science and engineering (computational science is the ...