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Introduction to geological uncertainty management in reservoir characterization and optimizationrobust optimization and history matching /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Introduction to geological uncertainty management in reservoir characterization and optimizationby Reza Yousefzadeh ... [et al.].
Reminder of title:	robust optimization and history matching /
other author:	Yousefzadeh, Reza.
Published:	Cham :Springer International Publishing :2023.
Description:	xiv, 132 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	PetroleumGeology.
Online resource:	https://doi.org/10.1007/978-3-031-28079-5
ISBN:	9783031280795$q(electronic bk.)

Introduction to geological uncertainty management in reservoir characterization and optimizationrobust optimization and history matching /
Introduction to geological uncertainty management in reservoir characterization and optimizationrobust optimization and history matching /[electronic resource] :by Reza Yousefzadeh ... [et al.]. - Cham :Springer International Publishing :2023. - xiv, 132 p. :ill., digital ;24 cm. - SpringerBriefs in petroleum geoscience & engineering,2509-3134. - SpringerBriefs in petroleum geoscience & engineering..

Chapter 1. Introduction to Uncertainty in Reservoir Engineering -- Chapter 2. Geological Uncertainty Quantification -- Chapter 3. Reducing the Geological Uncertainty by History Matching -- Chapter 4. Dimensionality Reduction Methods used in History Matching -- Chapter 5. Field Development Optimization under Geological Uncertainty -- Chapter 6. History Matching and Robust Optimization Using Proxies.

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.

ISBN: 9783031280795$q(electronic bk.)

Standard No.: 10.1007/978-3-031-28079-5doiSubjects--Topical Terms:

218692
Petroleum
--Geology.

LC Class. No.: TN870.5

Dewey Class. No.: 622.338

Introduction to geological uncertainty management in reservoir characterization and optimizationrobust optimization and history matching /
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