04786nam 2200613Ia 450 991046199260332120200520144314.01-61399-222-X(CKB)2670000000278120(EBL)3404977(SSID)ssj0001075056(PQKBManifestationID)11595639(PQKBTitleCode)TC0001075056(PQKBWorkID)11213808(PQKB)10081619(MiAaPQ)EBC3404977(Au-PeEL)EBL3404977(CaPaEBR)ebr10619548(OCoLC)923391162(EXLCZ)99267000000027812020031002d2002 uy 0engur|n|---|||||txtccrApplied geostatistics for reservoir characterization[electronic resource] /Mohan Kelkar, Godofredo Perez ; book editor, Anil ChopraRichardson, Tex. Society of Petroleum Engineers20021 online resource (273 p.)Description based upon print version of record.1-55563-095-2 Includes bibliographical references and indexes.""Preface""; ""Acknowledgments""; ""Contents""; ""1. Introduction""; ""1.1 Introduction""; ""1.2 Reservoir Heterogeneity""; ""1.3 Reservoir Modeling in the Presence of Heterogeneities""; ""1.4 Use of Geostatistics in Reservoir Description""; ""1.5 Outline""; ""2. Principles of Statistics""; ""2.1 Introduction""; ""2.2 Descriptive Statistics""; ""2.3 Inferential Statistics""; ""3. Spatial Relationships: Estimation and Modeling""; ""3.1 Introduction""; ""3.2 Random-Function Model""; ""3.3 Spatial Relationship""; ""3.4 Estimation of Variogram""; ""3.5 Modeling Variograms""""3.6 Cross Variograms""""3.7 Alternative Methods of Spatial Relationships""; ""4. Conventional Estimation Techniques""; ""4.1 Preliminary Considerations""; ""4.2 Linear Kriging Procedures""; ""4.3 Nonlinear Kriging Techniques""; ""4.4 Estimation of Uncertainty""; ""5. Conditional Simulation Techniques""; ""5.1 Definition""; ""5.2 Distinguishing Features""; ""5.3 Simulation Methods""; ""6. Grid-Based Simulation Methods""; ""6.1 Sequential Conditional Simulation Methods""; ""6.2 Probability Field Simulation""; ""6.3 Simulated Annealing""; ""6.4 Simulation Process""""7. Object-Based Simulation Techniques""""7.1 Marked Point Process Technique""; ""7.2 Criteria for Choosing Object Modeling""; ""7.3 Hybrid Conditional Simulation Approaches""; ""7.4 Field Case Studies""; ""7.5 Other Applications of Object Modeling""; ""8. Scaleup""; ""8.1 Scaleup of Static Properties""; ""8.2 Scaleup for Dynamic Properties�Single-Phase Flow""; ""8.3 Scaleup for Dynamic Properties�Multiphase Flow""; ""9. Looking Ahead""; ""9.1 Integration of Data""; ""9.2 Inverse Problem""; ""Appendix A�Field Data""; ""A.1 Wells""; ""A.2 Reservoir Top""; ""A.3 Flow Unit Thickness""""A.4 Porosity""""A.5 Permeability and Porosity Core Data""; ""A.6 Distribution Disk Computer Files""; ""Appendix B�Derivations for Principles of Statistics""; ""B.1 Expected Value""; ""B.2 Important Distribution Functions""; ""B.3 Linear Regression Using MVUE Technique""; ""B.4 Generalized Linear Regression""; ""Appendix C�Derivations for Special Relationships""; ""C.1 Relationships Between Variograms and Covariance""; ""C.2 Indicator Variable""; ""C.3 Cross Relationships""; ""Appendix D�Derivations of Conventional Estimation Methods""; ""D.1 Simple Kriging""""D.2 Simple Block Kriging""""D.3 Ordinary Kriging""; ""D.4 Cokriging""; ""D.5 Universal Kriging""; ""Appendix E�Mathematical Details for Simulated Annealing""; ""E.1 Estimation of Initial Control Parameter""; ""E.2 Estimation of Maximum Number of Swaps per Step""; ""E.3 Equations To Update a Variogram When Two Values are Interchanged""; ""Appendix F�Mathematical Details for Upscaling""; ""F.1 Permeability Upscaling""; ""F.2 Upscaling of Relative Permeabilities""; ""Author Index""; ""Subject Index""Hydrocarbon reservoirsMathematical modelsHydrocarbon reservoirsStatistical methodsElectronic books.Hydrocarbon reservoirsMathematical models.Hydrocarbon reservoirsStatistical methods.622/.338/015118Kelkar Mohan919766Perez Godofredo919767Chopra Anil919768Society of Petroleum Engineers (U.S.)MiAaPQMiAaPQMiAaPQBOOK9910461992603321Applied geostatistics for reservoir characterization2063092UNINA