| 书目名称 | Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization |
| 副标题 | Robust Optimization |
| 编辑 | Reza Yousefzadeh,Alireza Kazemi,Jebraeel Gholinezh |
| 视频video | |
| 概述 | Introduces the latest methods to resolve challenges in field development optimization under geological uncertainties.Reviews data used to quantify geological uncertainties and methods.Provides a compr |
| 丛书名称 | SpringerBriefs in Petroleum Geoscience & Engineering |
| 图书封面 |  |
| 描述 | .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 |
| 出版日期 | Book 2023 |
| 关键词 | Uncertainty Management; Economic Uncertainty; Geological Uncertainty; Robust Optimization; History Match |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-28079-5 |
| isbn_softcover | 978-3-031-28078-8 |
| isbn_ebook | 978-3-031-28079-5Series ISSN 2509-3126 Series E-ISSN 2509-3134 |
| issn_series | 2509-3126 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 19:00:43
