1.

Record Nr.

UNINA9910461992603321

Autore

Kelkar Mohan

Titolo

Applied geostatistics for reservoir characterization [[electronic resource] /] / Mohan Kelkar, Godofredo Perez ; book editor, Anil Chopra

Pubbl/distr/stampa

Richardson, Tex., : Society of Petroleum Engineers, 2002

ISBN

1-61399-222-X

Descrizione fisica

1 online resource (273 p.)

Altri autori (Persone)

PerezGodofredo

ChopraAnil

Disciplina

622/.338/015118

Soggetti

Hydrocarbon reservoirs - Mathematical models

Hydrocarbon reservoirs - Statistical methods

Electronic books.

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references and indexes.

Nota di contenuto

""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""