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Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization

48,14 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 18ccb65f50938b408ea4016ae720d7bee5
Autor: Ahmadi, Mohammad Gholinezhad, Jebraeel Kazemi, Alireza Yousefzadeh, Reza
Themengebiete: Economic Uncertainty Geological Uncertainty History Matching Robust Optimization Uncertainty Management
Veröffentlichungsdatum: 09.04.2023
EAN: 9783031280788
Sprache: Englisch
Seitenzahl: 132
Produktart: Kartoniert / Broschiert
Verlag: Springer International Publishing
Untertitel: Robust Optimization and History Matching
Produktinformationen "Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization"
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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