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Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization

- Robust Optimization and History Matching
Af: Jebraeel Gholinezhad, Reza Yousefzadeh, Alireza Kazemi, Mohammad Ahmadi Engelsk Paperback

Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization

- Robust Optimization and History Matching
Af: Jebraeel Gholinezhad, Reza Yousefzadeh, Alireza Kazemi, Mohammad Ahmadi Engelsk Paperback
Tjek vores konkurrenters priser

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.


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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.


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Produktdetaljer
Sprog: Engelsk
Sider: 132
ISBN-13: 9783031280788
Indbinding: Paperback
Udgave:
ISBN-10: 3031280784
Kategori: Brandværn og brandsikkerhed
Udg. Dato: 9 apr 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 9 apr 2023
Forfatter(e): Jebraeel Gholinezhad, Reza Yousefzadeh, Alireza Kazemi, Mohammad Ahmadi
Forfatter(e) Jebraeel Gholinezhad, Reza Yousefzadeh, Alireza Kazemi, Mohammad Ahmadi

Kategori Brandværn og brandsikkerhed

ISBN-13 9783031280788

Sprog Engelsk

Indbinding Paperback

Sider 132

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 9 apr 2023

Oplagsdato 9 apr 2023

Forlag Springer International Publishing AG

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