001463194 000__ 04495cam\a22006497i\4500
001463194 001__ 1463194
001463194 003__ OCoLC
001463194 005__ 20230601003309.0
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001463194 007__ cr\cn\nnnunnun
001463194 008__ 230414s2023\\\\sz\a\\\\ob\\\\000\0\eng\d
001463194 020__ $$a9783031280795$$q(electronic bk.)
001463194 020__ $$a3031280792$$q(electronic bk.)
001463194 020__ $$z9783031280788
001463194 020__ $$z3031280784
001463194 0247_ $$a10.1007/978-3-031-28079-5$$2doi
001463194 035__ $$aSP(OCoLC)1376009097
001463194 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dUKAHL$$dYDX
001463194 049__ $$aISEA
001463194 050_4 $$aTN870.5$$b.Y68 2023
001463194 08204 $$a622/.338$$223/eng/20230414
001463194 1001_ $$aYousefzadeh, Reza,$$eauthor.
001463194 24510 $$aIntroduction to geological uncertainty management in reservoir characterization and optimization :$$brobust optimization and history matching /$$cReza Yousefzadeh, Alireza Kazemi, Mohammad Ahmadi, Jebraeel Gholinezhad.
001463194 264_1 $$aCham :$$bSpringer,$$c[2023]
001463194 300__ $$a1 online resource (70 pages) :$$billustrations (black and white, and color).
001463194 336__ $$atext$$btxt$$2rdacontent
001463194 337__ $$acomputer$$bc$$2rdamedia
001463194 338__ $$aonline resource$$bcr$$2rdacarrier
001463194 4901_ $$aSpringerBriefs in petroleum geoscience & engineering
001463194 504__ $$aIncludes bibliographical references.
001463194 5050_ $$aChapter 1. Introduction to Uncertainty in Reservoir Engineering -- Chapter 2. Geological Uncertainty Quantification -- Chapter 3. Reducing the Geological Uncertainty by History Matching -- Chapter 4. Dimensionality Reduction Methods used in History Matching -- Chapter 5. Field Development Optimization under Geological Uncertainty -- Chapter 6. History Matching and Robust Optimization Using Proxies.
001463194 506__ $$aAccess limited to authorized users.
001463194 520__ $$aThis book explores methods for managing uncertainty in reservoir characterization and optimization. It covers the fundamentals, challenges, and solutions to tackle the challenges made by geological uncertainty. The first chapter discusses types and sources of uncertainty and the challenges in different phases of reservoir management, along with general methods to manage it. The second chapter focuses on geological uncertainty, explaining its impact on field development and methods to handle it using prior information, seismic and petrophysical data, and geological parametrization. The third chapter deals with reducing geological uncertainty through history matching and the various methods used, including closed-loop management, ensemble assimilation, and stochastic optimization. The fourth chapter presents dimensionality reduction methods to tackle high-dimensional geological realizations. The fifth chapter covers field development optimization using robust optimization, including solutions for its challenges such as high computational cost and risk attitudes. The final chapter introduces different types of proxy models in history matching and robust optimization, discussing their pros and cons, and applications. The book will be of interest to researchers and professors, geologists and professionals in oil and gas production and exploration.
001463194 588__ $$aDescription based on print version record.
001463194 650_0 $$aPetroleum$$xGeology.
001463194 650_0 $$aPetroleum engineering.
001463194 650_0 $$aPetroleum reserves.
001463194 655_0 $$aElectronic books.
001463194 7001_ $$aKazemi, Alireza,$$eauthor.
001463194 7001_ $$aAhmadi, Mohammad,$$eauthor.
001463194 7001_ $$aGholinezhad, Jebraeel,$$eauthor.
001463194 77608 $$iPrint version:$$aYousefzadeh, Reza.$$tIntroduction to geological uncertainty management in reservoir characterization and optimization.$$dCham : Springer, 2023$$z9783031280788$$w(OCoLC)1371838726
001463194 830_0 $$aSpringerBriefs in petroleum geoscience & engineering.
001463194 852__ $$bebk
001463194 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-28079-5$$zOnline Access$$91397441.1
001463194 909CO $$ooai:library.usi.edu:1463194$$pGLOBAL_SET
001463194 980__ $$aBIB
001463194 980__ $$aEBOOK
001463194 982__ $$aEbook
001463194 983__ $$aOnline
001463194 994__ $$a92$$bISE